Microbial biogeography

微生物生物地理学
  • 文章类型: Journal Article
    背景:在将过去的地质事件与生物多样性的分布模式联系起来方面,系统地理学研究已经越来越突出。主要在山区。然而,这些研究通常集中在植物类群上,忽略了微生物复杂的生物地理模式,特别是土壤微生物群落。本文探讨了线虫诱捕真菌Arthrobotrys寡孢子的空间分布,一种广泛存在的微生物,在青藏高原东南边缘的构造活跃地区。通过分析这种真菌的遗传变异以及主要河流流域的历史结构,我们试图发现两者之间的潜在联系。我们的研究涉及从该地区六个主要流域的116个地点采样149个菌株。
    结果:得到的单倍型网络揭示了五个不同的簇,每个都与特定的分水岭紧密对应。这些簇表现出高的单倍型多样性和低的核苷酸多样性,支持基于分水岭的隔离概念。对流域共享的单倍型的进一步分析为过去提出的三个河流连接提供了证据。特别是,我们在长江和湄公河流域之间发现了许多共享的单倍型,以及长江和红盆之间。在我们的制图工作中还描绘了伊洛瓦底江-萨尔温江-红河和长江-珍珠-红河连接的证据。
    结论:这些发现强调了历史地貌事件在塑造微生物生物多样性的生物地理学中的关键作用,以及当代生物和非生物因素。分水岭周边成为这种模式的有效预测因子,表明它们适合作为区域规模研究的分析单位。我们的研究还证明了微生物和系统地理学方法补充传统地质分析的潜力,更全面地了解过去的景观结构及其演变。
    BACKGROUND: Phylogeographic studies have gained prominence in linking past geological events to the distribution patterns of biodiversity, primarily in mountainous regions. However, such studies often focus on plant taxa, neglecting the intricate biogeographical patterns of microbes, particularly soil microbial communities. This article explores the spatial distribution of the nematode-trapping fungus Arthrobotrys oligospora, a widespread microorganism, in a tectonically active region at the southeastern edge of the Qinghai-Tibetan Plateau. By analysing the genetic variation of this fungus alongside the historical structure of major river watersheds, we sought to uncover potential connections between the two. Our study involved sampling 149 strains from 116 sites across six major watersheds in the region.
    RESULTS: The resulting haplotype network revealed five distinct clusters, each corresponding closely to a specific watershed. These clusters exhibited high haplotype diversity and low nucleotide diversity, supporting the notion of watershed-based segregation. Further analysis of haplotypes shared across watersheds provided evidence for three proposed past river connections. In particular, we found numerous shared haplotypes between the Yangtze and Mekong basins, as well as between the Yangtze and the Red basins. Evidence for a Irrawaddy-Salween-Red and a Yangtze-Pearl-Red river connections were also portrayed in our mapping exercise.
    CONCLUSIONS: These findings emphasize the crucial role of historical geomorphological events in shaping the biogeography of microbial biodiversity, alongside contemporary biotic and abiotic factors. Watershed perimeters emerged as effective predictors of such patterns, suggesting their suitability as analytical units for regional-scale studies. Our study also demonstrates the potential of microorganisms and phylogeographic approaches to complement traditional geological analyses, providing a more comprehensive understanding of past landscape structure and its evolution.
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  • 文章类型: Journal Article
    了解土壤中微生物生物地理的模式和过程对于监测人类活动的生态反应非常重要,特别是在青藏高原等生态脆弱地区。高地大麦是当地人民的主食,主要在西藏的雅鲁藏布江流域种植。
    在这里,我们调查了该地区33个高地大麦农田采样点的土壤细菌群落,并将它们与包括高山苔原在内的野生生态系统进行了比较,草甸,森林,还有沼泽.此外,环境因素对细菌群落的影响,以及随机和确定性过程在塑造高山生态系统土壤细菌群落β多样性中的相对重要性。
    与野生生态系统的土壤相比,这些农田样本具有高度同质的细菌群落,与地理没有显着相关性,高程,和edaphic距离。为农田样品鉴定的判别细菌类群属于酸性细菌,以酸杆菌Gp4为优势枝。尽管酸细菌是所有生态系统中最丰富的成员,以草地和森林为特征的细菌类群是其他门的成员,例如变形杆菌和Verrucomicrobia。pH和有机质是塑造整个生态系统中这些观察到的模式的主要土壤属性。空模型分析表明,确定性组装在高地大麦农田和苔原土壤的细菌群落中占主导地位,而随机组装对森林中细菌群落的组装也贡献了很大一部分,草地和沼泽土壤。
    这些发现为人类活动和农业集约化对青藏高原土壤细菌群落分类均质化的影响提供了见解。
    UNASSIGNED: Understanding patterns and processes of microbial biogeography in soils is important for monitoring ecological responses to human activities, particularly in ecologically vulnerable areas such as the Qinghai-Xizang Plateau. Highland barley is the staple food of local people and has mainly been cultivated along the Yarlung Zangbo River valley in Xizang.
    UNASSIGNED: Here we investigated soil bacterial communities from 33 sampling sites of highland barley farmland in this region and compared them to those from wild ecosystems including alpine tundra, meadow, forest, and swamp. Additionally, the effects of environmental factors on bacterial communities, as well as the relative importance of stochastic and deterministic processes in shaping the beta diversity of soil bacterial communities in alpine ecosystems were assessed.
    UNASSIGNED: In contrast to soils of wild ecosystems, these farmland samples harbored a highly homogeneous bacterial community without significant correlations with geographic, elevation, and edaphic distances. Discriminant bacterial taxa identified for farmland samples belong to Acidobacteria, with Acidobacteria Gp4 as the dominant clade. Although Acidobacteria were the most abundant members in all ecosystems, characterized bacterial taxa of meadow and forest were members of other phyla such as Proteobacteria and Verrucomicrobia. pH and organic matter were major edaphic attributes shaping these observed patterns across ecosystems. Null model analyses revealed that the deterministic assembly was dominant in bacterial communities in highland barley farmland and tundra soils, whereas stochastic assembly also contributed a large fraction to the assembly of bacterial communities in forest, meadow and swamp soils.
    UNASSIGNED: These findings provide an insight into the consequences of human activities and agricultural intensification on taxonomic homogenization of soil bacterial communities in the Qinghai-Xizang Plateau.
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  • 文章类型: Journal Article
    洞穴动物是陆地生态系统功能的关键驱动因素,但是我们对它们对土壤微生物组的影响知之甚少。这里,我们使用来自一组受高原鼠兔(Ochtonacurzoni)干扰的栖息地的土壤微生物群,评估了挖土动物对微生物组装过程和共生模式的影响.鼠兔干扰对细菌和真菌群落有不同的影响。真菌多样性一般随着斑块面积的增加而增加,而细菌多样性下降。这些截然不同的物种与地区关系与其群落聚集机制密切相关。较大斑块上细菌多样性的丧失主要是由确定性过程驱动的,主要是由于营养素供应的下降(例如,有机C,无机氮)。相比之下,真菌的分布主要是由随机过程驱动的,该过程的扩散限制导致了它们在较大斑块上的较高真菌多样性。细菌共生网络表现出节点和连锁数与斑块面积的正相关关系,真菌网络呈现积极的模块化-区域关系,表明细菌在鼠兔干扰下倾向于形成更紧密的联系社区,而真菌倾向于构建更高的模块化网络。我们的结果表明,鼠兔会影响高山环境中的微生物组装过程和共现模式,从而增强了当前对自然干扰下微生物生物地理学的理解。
    Burrowing animals are a critical driver of terrestrial ecosystem functioning, but we know little about their effects on soil microbiomes. Here, we evaluated the effect of burrowing animals on microbial assembly processes and co-occurrence patterns using soil microbiota from a group of habitats disturbed by Plateau pikas (Ochtona curzoniae). Pika disturbance had different impacts on bacterial and fungal communities. Fungal diversity generally increased with patch area, whereas bacterial diversity decreased. These strikingly different species-area relationships were closely associated with their community assembly mechanisms. The loss of bacterial diversity on larger patches was largely driven by deterministic processes, mainly due to the decline of nutrient supply (e.g., organic C, inorganic N). In contrast, fungal distribution was driven primarily by stochastic processes that dispersal limitation contributed to their higher fungal diversity on lager patches. A bacterial co-occurrence network exhibited a positive relationship of nodes and linkage numbers with patch area, and the fungal network presented a positive modularity-area relationship, suggesting that bacteria tended to form a closer association community under pika disturbance, while fungi tended to construct a higher modularity network. Our results suggest that pikas affects the microbial assembly process and co-occurrence patterns in alpine environments, thereby enhancing the current understanding of microbial biogeography under natural disturbances.
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  • 文章类型: Journal Article
    背景:珊瑚相关的微生物群在菌落和位置之间差异很大,对宿主产生功能影响。然而,大多数珊瑚物种的全部变异程度仍然未知,特别是对于生活在更大范围的深水中的珊瑚。这里,我们对来自墨西哥湾北部中观和深海栖息地的四种八珊瑚物种的微生物群落进行了表征,MuriceaPendula,Swiftiaexserta,钙化三角洲,和Paramuriceabiscaya,使用16SrRNA基因元编码。我们在它们的范围内进行了广泛的采样,以测试物种之间和物种内部的微生物组差异,使用RAD测序检查随深度(53-2224m)和地理位置(超过680m)以及宿主珊瑚基因型而变化的环境因素的影响。
    结果:珊瑚微生物群通常由扩增子序列变体主导,其丰度在其宿主范围内变化,包括共生类群:珊瑚类动物,内生单胞菌,Mollicutes的成员,还有BD1-7进化枝.珊瑚物种,深度,地理位置显著影响了多样性,微生物群落组成,和个体微生物的相对丰度。深度是决定物种内微生物组结构的最强环境因素,这影响了最主要的共生分类群的丰度。宿主基因型的差异,底部温度,和表面初级生产力可以解释与深度和地理位置相关的微生物组变化的重要部分。
    结论:总而言之,这项工作表明,深水珊瑚的微生物群根据深度和其他环境条件在其范围内变化很大。它表明,深度对中游和深海珊瑚生态学的影响扩展到其对微生物群的影响,这可能具有功能后果。这项工作还确定了微生物的分布,包括潜在的寄生虫,可用于为应对深水地平线漏油事件提供恢复计划。
    BACKGROUND: Coral-associated microbiomes vary greatly between colonies and localities with functional consequences on the host. However, the full extent of variability across the ranges of most coral species remains unknown, especially for corals living in deep waters which span greater ranges. Here, we characterized the microbiomes of four octocoral species from mesophotic and bathyal deep-sea habitats in the northern Gulf of Mexico, Muricea pendula, Swiftia exserta, Callogorgia delta, and Paramuricea biscaya, using 16S rRNA gene metabarcoding. We sampled extensively across their ranges to test for microbiome differentiation between and within species, examining the influence of environmental factors that vary with depth (53-2224 m) and geographic location (over 680 m) as well as the host coral\'s genotype using RAD-sequencing.
    RESULTS: Coral microbiomes were often dominated by amplicon sequence variants whose abundances varied across their hosts\' ranges, including symbiotic taxa: corallicolids, Endozoicomonas, members of the Mollicutes, and the BD1-7 clade. Coral species, depth, and geographic location significantly affected diversity, microbial community composition, and the relative abundance of individual microbes. Depth was the strongest environmental factor determining microbiome structure within species, which influenced the abundance of most dominant symbiotic taxa. Differences in host genotype, bottom temperature, and surface primary productivity could explain a significant part of the microbiome variation associated with depth and geographic location.
    CONCLUSIONS: Altogether, this work demonstrates that the microbiomes of corals in deep waters vary substantially across their ranges in accordance with depth and other environmental conditions. It reveals that the influence of depth on the ecology of mesophotic and deep-sea corals extends to its effects on their microbiomes which may have functional consequences. This work also identifies the distributions of microbes including potential parasites which can be used to inform restoration plans in response to the Deepwater Horizon oil spill.
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  • 文章类型: Journal Article
    尽管它们对环境和人类产生了巨大的影响,最大的天然次生代谢产物生产者的分布和种类,链霉菌属,没有得到充分的调查。我们从公共EMP16SrRNA扩增子序列微生物数据中开发了代表性图谱。从EMP整体细菌群落中提取ASV链霉菌,展示链霉菌的多样性并确定关键的多样性模式。我们的发现表明,虽然EMP主要将细菌群落区分为宿主相关或自由生活(EMPO水平1),链霉菌群落没有显着差异,但在EMPO2级中表现出类别之间的区别(动物,植物,非盐水,和盐水)。多元线性回归分析表明,温度,盐度显著预测链霉菌的丰富度,随着这些因素的增加,丰富度降低。然而,纬度和经度不能预测链霉菌的丰富度。我们的链霉菌地图显示,需要在非洲和东南亚进行额外的采样。此外,我们的研究结果表明,更多的样本并不总是导致更多的链霉菌丰富度;未来的调查可能不需要从单个地点进行广泛的采样.更广泛的采样,而不是本地/区域抽样,在回答微生物生物地形图问题时可能更关键。最后,使用16SrRNA基因测序数据有一些局限性,对此应谨慎解释。
    Despite their enormous impact on the environment and humans, the distribution and variety of the biggest natural secondary metabolite producers, the genus Streptomyces, have not been adequately investigated. We developed representative maps from public EMP 16S rRNA amplicon sequences microbiomics data. Streptomyces ASVs were extracted from the EMP overall bacterial community, demonstrating Streptomyces diversity and identifying crucial diversity patterns. Our findings revealed that while the EMP primarily distinguished bacterial communities as host-associated or free-living (EMPO level 1), the Streptomyces community showed no significant difference but exhibited distinctions between categories in EMPO level 2 (animal, plant, non-saline, and saline). Multiple linear regression analysis demonstrated that pH, temperature, and salinity significantly predicted Streptomyces richness, with richness decreasing as these factors increased. However, latitude and longitude do not predict Streptomyces richness. Our Streptomyces maps revealed that additional samplings in Africa and Southeast Asia are needed. Additionally, our findings indicated that a greater number of samples did not always result in greater Streptomyces richness; future surveys may not necessitate extensive sampling from a single location. Broader sampling, rather than local/regional sampling, may be more critical in answering microbial biogeograph questions. Lastly, using 16S rRNA gene sequencing data has some limitations, which should be interpreted cautiously.
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  • 文章类型: Journal Article
    限制微生物的空间分布及其生态相互作用对于告知生物地球化学至关重要。为此,我们通过16SrRNA基因测序检查微生物类群的相对丰度,探索尤卡坦碳酸盐东部含水层中微生物生物地理学的水平和垂直模式。作为地球上最大的安恰林地下水系统之一,密度分层的尤卡坦含水层由覆盖盐水的陨石透镜组成。东部半岛的无数污水坑(cenotes)通向巨大的地下管道网络。一些研究描述了含水层特定区域内的微生物群落,然而,关于生物地球化学相关微生物的生态和分布的基本问题仍然存在。我们的分析表明,这个含水层拥有与附近海水不同的微生物组,在洞穴系统和垂直水柱区观察到地域性。我们应用新颖的软件来构建不同规模的分类共现网络,并将高度连接的分类单元分类为潜在的生态位。我们的网络分析方法表明,无处不在,代谢灵活的类群,如科科从科作为跨越几个生态位的生态支柱,通常直接或间接与能够厌氧氨氧化的类群共存(例如,Gemmataceae),甲烷营养(例如,甲基副球菌),或有机营养。此外,来自深处的社区,向地表开放的坑状cenote显示出水柱区之间最强的生态位划分,与在大部分黑暗和贫营养的含水层系统中遇到的情况不同,包括另一个没有直接表面开口的深坑cenote。我们的结果表明,核心微生物组的成员可以根据位置调节不同的生物地球化学机制,在这个地下水系统的不同环境中充当代谢潜力的水库。重要性广泛的尤卡坦碳酸盐含水层,主要位于墨西哥东南部,被许多污水坑(cenotes)所覆盖,这些污水坑导致了复杂的水下洞穴网。含水层在其高度分层的水柱中拥有多样化但尚未充分研究的微生物组,由于沿海近邻和尤卡坦碳酸盐岩平台的高渗透性,其特征是陨石透镜漂浮在侵入的海水上。这里,我们对尤卡坦东部含水层的细菌和古细菌群落进行了生物地理调查。我们应用了一种新颖的网络分析软件,该软件可以根据微生物分类丰度数据对生态位空间进行建模。我们的分析表明,含水层群落由几个不同的生态位组成,这些生态位遵循更广泛的区域和水文模式。这项工作为将来的调查奠定了基础,以利用其他系统生物学方法表征整个含水层的生物地球化学潜力。
    The extensive Yucatán carbonate aquifer, located primarily in southeastern Mexico, is pockmarked by numerous sinkholes (cenotes) that lead to a complex web of underwater caves. The aquifer hosts a diverse yet understudied microbiome throughout its highly stratified water column, which is marked by a meteoric lens floating on intruding seawater owing to the coastal proximity and high permeability of the Yucatán carbonate platform. Here, we present a biogeographic survey of bacterial and archaeal communities from the eastern Yucatán aquifer. We apply a novel network analysis software that models ecological niche space from microbial taxonomic abundance data. Our analysis reveals that the aquifer community is composed of several distinct niches that follow broader regional and hydrological patterns. This work lays the groundwork for future investigations to characterize the biogeochemical potential of the entire aquifer with other systems biology approaches.
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  • 文章类型: Journal Article
    可以在环境中承受高压的微生物被称为亲压电体。这些生物被认为是极端微生物,并栖息在深海或陆地地下。因为这些微生物不易获取,需要昂贵的取样方法和实验室仪器,与其他极端微生物相比,该领域的进展有限。这篇综述总结了当前关于压电材料的知识,特别是这些微生物在高压环境中承受和生长的细胞和生理适应性。根据现有研究,来自深海和陆地地下的生物对高压表现出相似的适应,包括增加的运动性,细胞膜脂质内不饱和键的增加,热休克蛋白的上调,和差异基因调控系统。值得注意的是,由于在深海地下环境中进行的研究相对较少,因此在深海地下生物中已经确定了更多的适应性。然而,在两个系统的压电元件中都发现了类似的适应,因此,还简要讨论了用于评估微生物扩散和探索在整个深层陆地环境中是否可以找到类似生物的微生物生物地理学概念。
    Microorganisms that can withstand high pressure within an environment are termed piezophiles. These organisms are considered extremophiles and inhabit the deep marine or terrestrial subsurface. Because these microorganisms are not easily accessed and require expensive sampling methods and laboratory instruments, advancements in this field have been limited compared to other extremophiles. This review summarizes the current knowledge on piezophiles, notably the cellular and physiological adaptations that such microorganisms possess to withstand and grow in high-pressure environments. Based on existing studies, organisms from both the deep marine and terrestrial subsurface show similar adaptations to high pressure, including increased motility, an increase of unsaturated bonds within the cell membrane lipids, upregulation of heat shock proteins, and differential gene-regulation systems. Notably, more adaptations have been identified within the deep marine subsurface organisms due to the relative paucity of studies performed on deep terrestrial subsurface environments. Nevertheless, similar adaptations have been found within piezophiles from both systems, and therefore the microbial biogeography concepts used to assess microbial dispersal and explore if similar organisms can be found throughout deep terrestrial environments are also briefly discussed.
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  • 文章类型: Journal Article
    外来物种可以容纳不同的微生物群落。这些相关的微生物在入侵过程中可能很重要,它们的分析需要基于社区的整体方法。我们分析了来自圣卢西亚的本地范围种群和瓜德罗普岛的异国情调的范围种群的皮肤和肠道微生物组,哥伦比亚,和欧洲温室以及它们各自的环境微生物库通过16S元编码方法。我们表明,两栖动物相关和环境微生物群落可以被认为是在组装过程中相互作用的元群落。高比例的细菌可以分散在青蛙和环境之间,而各自的丰度则由微生物群落来源和空间环境特性驱动的生态位效应决定。与肠道微生物组组成和变化相比,环境传播与皮肤的相关性更高。我们鼓励进一步的实验研究,以评估在入侵成功和影响的背景下,两栖动物相关微生物群落和潜在侵入性微生物群的周转的影响。在这个“嵌套入侵”的新框架内,“(元)群落生态学思想可以补充和拓宽传统的生物入侵观点。
    Alien species can host diverse microbial communities. These associated microbiomes may be important in the invasion process and their analysis requires a holistic community-based approach. We analysed the skin and gut microbiome of Eleutherodactylus johnstonei from native range populations in St Lucia and exotic range populations in Guadeloupe, Colombia, and European greenhouses along with their respective environmental microbial reservoir through a 16S metabarcoding approach. We show that amphibian-associated and environmental microbial communities can be considered as meta-communities that interact in the assembly process. High proportions of bacteria can disperse between frogs and environment, while respective abundances are rather determined by niche effects driven by the microbial community source and spatial environmental properties. Environmental transmissions appeared to have higher relevance for skin than for gut microbiome composition and variation. We encourage further experimental studies to assess the implications of turnover in amphibian-associated microbial communities and potentially invasive microbiota in the context of invasion success and impacts. Within this novel framework of \"nested invasions,\" (meta-)community ecology thinking can complement and widen the traditional perspective on biological invasions.
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  • 文章类型: Video-Audio Media
    背景:海洋共生主要是通过从环境中水平获取微生物共生体来建立的。然而,共生体的自由生活种群与其宿主相关的种群的遗传和功能比较很少。这里,我们从马里亚纳后弧盆地的两个独立的热液喷口田组装了与深海蜗牛Alviniconchahessleri相关的化学自养gammaproteobacterions共生体的第一个基因组。我们使用系统发育和群体基因组方法来评估自由生活和宿主相关共生体之间的序列和基因含量变异。
    结果:我们的系统基因组分析表明,来自两个喷口田的A.hessleri的自由生活和与宿主相关的共生体是来自单个物种的单系菌株的种群。此外,遗传结构和基因含量分析表明,这些共生体种群是通过喷口场而不是生活方式来区分的。
    结论:一起,这项工作表明,尽管宿主介导的获取和释放过程对水平传播的共生体有潜在影响,地理隔离和/或适应当地栖息地条件是共生体种群结构和宿主内部组成的重要决定因素。视频摘要。
    Marine symbioses are predominantly established through horizontal acquisition of microbial symbionts from the environment. However, genetic and functional comparisons of free-living populations of symbionts to their host-associated counterparts are sparse. Here, we assembled the first genomes of the chemoautotrophic gammaproteobacterial symbionts affiliated with the deep-sea snail Alviniconcha hessleri from two separate hydrothermal vent fields of the Mariana Back-Arc Basin. We used phylogenomic and population genomic methods to assess sequence and gene content variation between free-living and host-associated symbionts.
    Our phylogenomic analyses show that the free-living and host-associated symbionts of A. hessleri from both vent fields are populations of monophyletic strains from a single species. Furthermore, genetic structure and gene content analyses indicate that these symbiont populations are differentiated by vent field rather than by lifestyle.
    Together, this work suggests that, despite the potential influence of host-mediated acquisition and release processes on horizontally transmitted symbionts, geographic isolation and/or adaptation to local habitat conditions are important determinants of symbiont population structure and intra-host composition. Video Abstract.
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  • 文章类型: Journal Article
    微生物生物地理学研究,特别是与地热相关的栖息地,专注于空间模式和/或个别地点,描述生态系统行为动态的能力有限。这里,我们报告了Aotearoa-新西兰广泛的地热特征对细菌和古细菌群落的首次综合时间研究。在34个月的时间里,从31个地热生态系统中采集了115个水柱样本,以确定微生物群落的稳定性(控制地点)。社区对当地环境(受干扰的地点)中的自然和人为干扰的反应以及不同pH值(pH3、5、7、9)下春季多样性的时间变化,都在60-70°C的相似温度下(pH位点)。采用相同的方法通过16SrRNA基因扩增子测序来测量微生物多样性,以及每个特征的44个物理化学参数,以确保在不同时间范围内比较样本的信心。我们的结果表明,温度和相关的地下水物理化学是这些地热特征中最可能随机变化的参数,社区丰富,而不是组成更容易受到不断变化的环境的影响。然而,pH值(pH±1)的变化对群落结构的影响比温度(±20°C)更显著,α多样性无法充分测量中性条件以外的地热特征中的时间微生物差异。虽然需要大量的物理化学干扰来改变门水平的群落结构,地热生态系统在这个广泛的分类学等级上具有弹性,如果重新建立环境条件,则会恢复到预干扰状态。这些发现强调了同一栖息地类型内不同微生物群落之间的不同控制,扩大我们对极端生态系统中时间动态的理解。
    Microbial biogeography studies, in particular for geothermal-associated habitats, have focused on spatial patterns and/or individual sites, which have limited ability to describe the dynamics of ecosystem behaviour. Here, we report the first comprehensive temporal study of bacterial and archaeal communities from an extensive range of geothermal features in Aotearoa-New Zealand. One hundred and fifteen water column samples from 31 geothermal ecosystems were taken over a 34-month period to ascertain microbial community stability (control sites), community response to both natural and anthropogenic disturbances in the local environment (disturbed sites) and temporal variation in spring diversity across different pH values (pH 3, 5, 7, 9) all at a similar temperature of 60-70°C (pH sites). Identical methodologies were employed to measure microbial diversity via 16S rRNA gene amplicon sequencing, along with 44 physicochemical parameters from each feature, to ensure confidence in comparing samples across timeframes. Our results indicated temperature and associated groundwater physicochemistry were the most likely parameters to vary stochastically in these geothermal features, with community abundances rather than composition more readily affected by a changing environment. However, variation in pH (pH ±1) had a more significant effect on community structure than temperature (±20°C), with alpha diversity failing to adequately measure temporal microbial disparity in geothermal features outside of circumneutral conditions. While a substantial physicochemical disturbance was required to shift community structures at the phylum level, geothermal ecosystems were resilient at this broad taxonomic rank and returned to a pre-disturbed state if environmental conditions re-established. These findings highlight the diverse controls between different microbial communities within the same habitat-type, expanding our understanding of temporal dynamics in extreme ecosystems.
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