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菌物学报, 2019, 38(1): 1-10 doi: 10.13346/j.mycosystema.180214

综述

核心微生物组的研究及利用现状

董醇波, 张芝元, 韩燕峰,*, 梁宗琦*

贵州大学生命科学学院生态系真菌资源研究所 贵州 贵阳 550025

Research and application prospects of core microbiome

DONG Chun-Bo, ZHANG Zhi-Yuan, HAN Yan-Feng,*, LIANG Zong-Qi*

Institute of Fungus Resources, Department of Ecology, College of Life Sciences, Guizhou University, Guiyang, Guizhou 550025, China

责任编辑: 韩丽

收稿日期: 2018-08-6   接受日期: 2018-08-27   网络出版日期: 2019-01-22

基金资助: 国家自然科学基金.  31460010
贵州省生物学一流学科建设项目.  GNYL [2017] 009

Corresponding authors: * E-mail: swallow1128@126.com

Received: 2018-08-6   Accepted: 2018-08-27   Online: 2019-01-22

Fund supported: Supported by the National Natural Science Foundation of China.  31460010
Construction Program of Biology First-class Discipline in Guizhou.  GNYL [2017] 009

摘要

随着分子生物学和生物信息学的飞速发展,新一代测序技术可以轻松地检测不同样本中复杂的微生物分类单元。面对这些复杂而大量的微生物组数据带来的分析挑战,利用核心微生物组的方法来描述和分析样本中的核心微生物组和关键种是近年来新的研究热点,这些结果将揭示与宿主健康、生长和生产等密切相关的微生物种类,有助于深入认识微生物与宿主间的相互关系,深刻理解微生物对宿主的影响作用,更好地理解微生物组在自然生态系统中的功能。本文阐述了核心微生物组的定义、研究方法、与动植物的关系等方面的研究及利用现状,为更好地利用核心微生物组解决环境、人类健康和农业生产问题提供思路。

关键词: 微生物组 ; 人工核心菌群 ; 关键种 ; 生态学

Abstract

With the rapid development of molecular biology and bioinformatics, next-generation sequencing technology can easily detect complex microbial taxa in different samples. Being faced with the analytical challenges by these complex and large amounts of microbiome data, it is a new research hotspot that core microbiome and keystone species of samples are described and analyzed by using the core microbiome methods in recent years. The obtainment can reveal the important microorganisms closely related to health, growth and production of the host, and contribute to the understanding of the relationship between microorganisms and hosts. Ultimately, these studies can help understanding the effects of microorganisms on the host, and the functions of microorganisms in natural ecosystems. This review describes the definition and research methods of core microbiome, the relationships between core microbiome and animals and plants, and provides suggestions to better utilize core microbiome for solving practical problems of environment, human health and agricultural production and so on.

Keywords: microbiome ; artificial core flora ; keystone species ; ecology

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本文引用格式

董醇波, 张芝元, 韩燕峰, 梁宗琦. 核心微生物组的研究及利用现状. 菌物学报[J], 2019, 38(1): 1-10 doi:10.13346/j.mycosystema.180214

DONG Chun-Bo. Research and application prospects of core microbiome. MYCOSYSTEMA[J], 2019, 38(1): 1-10 doi:10.13346/j.mycosystema.180214

1 核心微生物组的定义

微生物组(microbiome)与微生物群(microbiota)常作为同一概念和内容研究使用,其实二者在使用时有一定侧重。微生物群多关注环境中微生物的种类,而微生物组在使用时不仅涉及特定微环境中的微生物群落的组成类别,而且也包括其组学的有关特性(Whiteside et al. 2015;刘炜伟等 2017)。有关微生物组的研究最早是涉及人体,包括生活在人体表面和内部的共栖、共生和致病的所有微生物(Gill et al. 2006;Turnbaugh et al. 2007)。

核心微生物组(core microbiome)被认为是全(部)生物组(holobionts)基本功能的关键组成部分,它们通过进化过程进行富集、选择和遗传(Lemanceau et al. 2017)。此外,它们之间还通过直接接触,利用质粒或其他可移动遗传元素、由噬菌体等病毒介导或者直接获取环境中裸露的DNA等方式进行基因复制和基因交换(刘炜伟等2017)。

核心微生物组最初在人类基因组上被描述为一类与栖息地相关的两种或多种微生物群落中的共有成员,在Venn图中则是用重叠的圆圈部分表示(Turnbaugh et al. 2007;Hamady & Knight 2009)。核心微生物组的概念不限于人类相关的微生物群,还用于描述土壤、植物、湖泊或废水处理系统的共享成员(Mendes et al. 2013;Ji et al. 2015;Zarraonaindia et al. 2015)。随着人们对核心微生物组的关注和深入研究,一个新的问题被人们所提出:这些核心微生物组对群落有什么贡献,在宿主中扮演什么样的角色?

2009年Hamady & Knight提出关于人类个体核心微生物组的观点时认为,核心微生物组可能是大量的、微量的、无生命的或渐变的。他们同时还提出,某些核心组只在宿主的亚种群中共享,而不是宿主物种的所有个体。这些想法的提出为后期探索核心微生物组提供了一个新的思路。一种传统典型的核心微生物组的分析方法是Venn图根据样本OTU数据集的存在或不存在显示与栖息地密切相关的分类单元。虽然Venn图是对核心微生物组合理、简易的探索,但其概念忽略了生态特征,这些特征可能包含了某种生态系统中存在的成员和它们正在执行的某种功能。因此,Shade & Handelsman(2012)在单纯使用Venn图的基础上提出了一个识别核心微生物组的概念框架,其目的是为了考虑核心微生物组生态学的各个方面。从代表成员资格的Venn图开始,通过组成、系统发育和功能冗余、持久性和连接性来增加分析核心微生物组的复杂性层次。

通过分析两个或多个微生物组中存在的共同分类单元(或基因),Venn图中通常用重叠部分表示(Turnbaugh et al. 2007;Hamady & Knight 2009),为考虑可提供关于核心微生物组的关键生态信息,可为每个微生物组创建等级丰度曲线(物种丰度分布)来区分最多和最少的OTU(Shade & Handelsman 2012)。当多个OTU在微生物组内执行相同功能(例如,固氮)时发生功能冗余。因此,冗余OTU在核心微生物组的定义中是否应该与唯一的OTU权重相同值得考虑。此外,基于序列的OTU定义有各种对齐和聚类算法,每种算法都对分析核心微生物组产生一定的偏差。例如,Segata et al.(2016)对两种按蚊Anopheles的研究中,在97%同一性水平上确定了12个共享的OTU核心微生物,当放宽标准至90%时,核心OTU微生物群增加到54个。微生物组在时间和空间上都是动态的、相互联系的(Little et al. 2008;Shade et al. 2010),这为核心微生物组的定义带来了挑战。为此,Shade & Handelsman(2012)提出在识别核心微生物组时还应考虑物种持久性分布和网络分析法。基于目前核心微生物组的各种定义,Astudillo et al.(2017)发现以永久性和稳定性两种不同的方法定义核心微生物组对分析结果并不会产生极大影响,即核心微生物组方法具有一定的鲁棒性(robustness),这一结果为核心微生物组的定义提供了新的见解。

回顾以往研究,尽管研究者们从共存、OTU丰度、系统发育和功能冗余、持久性和连通性等方面不断完善核心微生物组的定义,但其定义内容仍不完全一致。核心微生物组的界定应特别考虑功能定义,而且,在一定程度上其定义取决于所处理的生态学问题。因此,核心微生物组的研究需增强对生态学的理解。

2 核心微生物组的分析方法

作为一个新兴的研究方向,核心微生物组受到了越来越多学者的关注。基于高通量深度测序产生的复杂数据库,可用多种网络平台、可视化软件及其他工具综合界定发现核心微生物组。本文重点介绍几种高效、简易的分析方法。

2.1 MetaCoMET

MetaCoMET是用于发现和可视化核心微生物组的在线网络平台,可以从http://probes. pw.usda.gov/MetaCoMET和http://aegilops. wheat. ucdavis.edu/MetaCoMET免费获取。该平台使用成员、组成和持久性3种方法对数据集的相对丰度和多样性模式进行比较,可以轻松发现和可视化核心微生物组。此外,MetaCoMET还提供了一个高效的交互式图形界面,用于分析Venn图中各组合并或分离所定义的每个子集,包括图形分类汇总、α多样性指标、主坐标分析(PCoA)、丰度热图和样本的地理分布等。研究者只需要在MetaCoMET平台上传标准OTU表格和定义组成员资格的BIOM文件,就可以快速执行核心微生物组分析,无需安装其他软件程序(Wang et al. 2016)。因此,MetaCoMET为研究者提供了一个分析和解释微生物组数据的生态学意义的强大功能工具。例如,Chen et al.(2018)应用MetaCoMET网络平台持久性的方法分析丹参Salvia miltiorrhiza种子的核心微生物组。结果显示,丹参种子的核心真菌微生物组为座囊菌纲Dothideomycetes、锤舌菌纲Leotiomycetes和银耳纲Tremellomycetes 3个主要分类群(OTU),并且占丹参种子总的真菌微生物组丰度的39.5%。作者所在课题组使用MetaCoMET对来自贵州、湖南和四川的3个不同产区的杜仲树皮内生真菌进行了分析,结果获得了它们对应的核心微生物组(论文待发表)。

2.2 COREMIC

COREMIC是使用Google App Engine开发的在线网络平台,它通过统计学原理对数据库进行Meta分析以识别核心微生物组。软件可从http://coremic2.appspot.com和http://core-mic. com免费获取(Rodrigues et al. 2018)。这是一种新颖而有效的方法,它可补充现有的分析方法,如指标物种分析(ISA)、α多样性和β多样性分析等。这种方法旨在确定与宿主系统或栖息地明确相关的核心微生物组,具有描述宿主与微生物相互作用和栖息地偏好。值得注意的是,使用COREMIC除了需要上传具有样本的OTU信息数据外,还需上传一个用于对比分析的外群数据;另外,分析样本和外群样本数量必须达到3个及以上。一个成功的例子是Rodrigues等使用COREMIC网络平台对柳枝稷Switchgrass根际核心微生物组进行的分析,该实验共选择了43个样本,包括外群样本。通过测序分析得到常见的678个OTU数据集,转换为BIOM格式并上传COREMIC进一步分析,最后得出5个核心细菌分类群(OTU)(Jesus et al. 2016;Rodrigues et al. 2017;Rodrigues et al. 2018)。

2.3 PhyloCore

PhyloCore基于系统发育算法,在适当分类层次上识别核心微生物组。可从http://wolbachia.biology.virginia.edu/WuLab/Software.html免费获取(Ren & Wu 2016)。该软件首先采用OTU表来描述所有样本中每个OTU的分布及其分类,以及可选的所有OTU系统发育树。当提供所有OTU的系统发育树时,PhyloCore将使用它来推断OTU之间的关系。在没有OTU树的情况下,PhyloCore将使用OTU表中的分类信息来构建树。随后PhyloCore从根节点开始,对于每个内部节点计算发生率值。最后PhyloCore将任何发生率大于用户提供的节点阈值储存为核心分类群。为了证明PhyloCore的使用,Ley et al.(2018)利用其探究哺乳动物的肠道核心微生物组。使用QIIME对6种哺乳动物85个体组成的16S rRNA基因序列的数据集构建系统发育树和OTU表,并将其转换为PhyloCore的输入文件,发生率阈值设定为0.8,样本加权。PhyloCore分析结果显示,不同的哺乳动物谱系中发现了许多核心肠道微生物群(Ley et al. 2008)。

2.4 BURRITO

BURRITO一种用于可视化微生物组数据中的分类与功能关系的交互式多组工具,可以对微生物组样本中的分类学和功能丰度之间的关系进行简单直观的探索性分析,可以从https://github.com/borenstein-lab/Burrito免费获取(McNally et al. 2018)。BURRITO支持多种数据输入格式,允许调整数据粒度,并可以将生成的可视化导出为可发布的格式化图形。同时,它还提供了一个传统的界面,用于独立探索分类和功能丰度,同时也能可视化这两个微生物组之间的联系,并强调每个功能的总丰度所占的比例。此外,为了促进交互式数据探索和可发布图形的生成,BURRITO进一步提供了多种数据输入选项,并支持自定义可视化的各个方面。为了证明BURRITO的实用性,McNally et al.(2018)使用BURRITO对公开可用的16S rRNA测序数据集可视化分析,描述了用抗生素治疗2天和6周(分别标记为“Abx第2天”和“Abx第42天”)和对照组(分别标记为“对照第2天”和“对照第42天”)的小鼠盲肠样本(Theriot et al. 2014)。通过微生物组与代谢组学数据和定植抗性的关联可视化分析,证实了抗生素对小鼠的盲肠微生物组有明显的干扰作用。

相比之下,MetaCoMET是基于统计学原理对3个或以上样本进行核心微生物组的分析,PhyloCore是根据系统发育的原理对核心微生物组进行探究。而MetaCoMET和COREMIC比PhyloCore分析更为高效,它们可以通过对特定的微生物组组成或者丰度进行不同层次的可视化分析。但无论哪一种方法分析核心微生物,都必须注意考虑样品中微生物的丰度、功能、组成、持久性和连接性等因素。同样,设置微生物的样本及OTU同一性阀值对分析核心微生物组至关重要(Shade & Handelsman 2012)。当然,核心微生物组的分析方法远不止上述几种,如微生物群落与功能关联、共存网络和Venn图分析等(Rui et al. 2015;Benjamino & Graf 2016;Hu et al. 2016;Wang et al. 2016)。然而,BURRITO是分析分类学和功能组合之间联系的综合性工具,既能可视化分类和功能数据,又能解释和揭示分类和功能变化之间的关系。这些网络工具和方法加速了目前人们对微生物生态学理解,为核心微生物组的研究提供了一个新的视角。毋庸置疑的是,更多高效和简易的分析方法会随着人们对核心微生物组的关注而被不断的挖掘。

3 核心微生物组与植物

植物被高度多样的微生物定植并与其相互作用,这些微生物组影响宿主植物的生理、生长和健康。植物与其相关的核心微生物组形成的全生物组(holobionts)对植物整体稳定性和适应性产生积极或消极的影响(Vandenkoornhuyse et al. 2015;Theis et al. 2016;Toju et al. 2018)。研究表明,新兴的微生物组方法在一定程度上为化学污染、土壤退化、植被破坏、生物多样性丧失以及土壤和水质受损等问题提供一种新的补充解决方法(Singh et al. 2018)。

Hamonts et al.(2018)田间研究揭示了4种甘蔗核心微生物组及其驱动因素的相对重要性。界定发现的一组核心微生物成员受黄冠综合症病(YCS)发病率的影响。同时还揭示了甘蔗叶、茎、根和根际土壤的核心微生物组网络中关键的中枢微生物(hub microorganisms),这为寻找甘蔗黄冠综合症的致病因子和利用微生物组方法提高甘蔗生产力提供新的理论和实践依据。拟南芥Arabidopsis thaliana是一种用于分子生物学和遗传学的模式植物,Agler et al.(2016)利用高通量测序和网络共存技术对3种拟南芥叶的微生物组(细菌、真菌和卵菌)进行了分析,揭示了两种“中枢”真菌,白锈菌Albugo和酵母真菌Dioszegia与宿主关系极其密切。一方面,白锈菌限制了α多样性并影响植物微生物群落。另一方面,酵母真菌与植物中的其他微生物有间接的拮抗作用(例如,空间竞争)以及对某些特定细菌有直接的拮抗作用。Busby et al.(2016)研究证明了4个属的真菌对毛果杨Populus trichocarpa叶锈病存在显著相关性,附球菌Epicoccum和链格孢菌Alternaria对叶锈病有促进作用,而木霉Trichoderma和枝孢菌Cladosporium对叶锈病有拮抗作用。这些研究结果不仅为实现合成和组装核心微生物组以增强控制植物病害效率和提高生产力提供线索,还为预测宿主的功能提供重要依据。

核心微生物组不仅在多种植物中有研究,如丹参、柳枝稷、甘蔗和拟南芥等(Agler et al. 2016;Chen et al. 2018;Hamonts et al. 2018;Rodrigues et al. 2018),而且在工业生产上也备受关注(Huang et al. 2018;王鹏等 2018)。王鹏等(2018)通过功能关联和网络共存确定了白酒发酵过程中酵母菌属Saccharomyces、根霉菌属rhizopus和热子囊菌属Thermoascus等多种核心真菌微生物。

4 核心微生物组与动物

越来越多的证据表明,人类微生物组不仅在生理、情感和进化方面发挥着重要作用(Magnusson et al. 2015;Lawrence & Hyde 2017),而且与人类的多种疾病有关,包括糖尿病、直肠癌、肝硬化等(Grenham et al. 2011;Hoffmann et al. 2013;Jobin 2018)。因此它在人类健康方面发挥着重要作用。Turnbaugh et al.(2009)对154个胖或瘦的同卵和异卵双胞胎肠道16S rRNA进行分析。结果显示,在样本个体中存在大量共有的微生物基因,包括基因上广泛的、可识别的“核心微生物组”。肥胖与门级-水平上微生物群的变化、细菌多样性减少以及细菌基因和代谢途径的改变有关。这些结果表明,多样的生物组合可以在功能-水平上产生核心微生物组,并且核心微生物组的差异与不同的生理状态相关(肥胖与瘦相比)。微生物改善和治疗疾病是现代医学和微生物学关注的焦点。Zhao et al.(2018)利用多种膳食纤维改善2型糖尿病患者的饮食结构,最终筛选出15株能缓解2型糖尿病的核心菌组。这项研究为肠道核心菌群改善2型糖尿病提供了有力证据,也为靶向肠道菌群以干预其他疾病的研究提供了重要参考。据报道,人与真菌之间存在直接的共生关系,其中最典型的例子是酵母菌Saccharomyces boulardii与人类共生,并且对霍乱病有抵抗作用(Lloydprice et al. 2016)。

微生物不仅在人类肠道中发挥重要作用,在其他组织(口腔、鼻腔、阴道及皮肤慢性伤口等)中同样扮演着关键的角色(Sellart-Altisent et al. 2007;Wade 2013;Gabrielli et al. 2018;Kalan & Grice 2018)。Kalan & Grice(2018)研究指出,假丝酵母Candida spp.和叶表枝孢霉Cladosporidium spp.是伤口中最常见的真菌,可促进伤口细菌和真菌之间的多种生物膜形成,对其致病和治疗具有重要影响。Sellart-Altisent et al.(2007)对真菌、螨虫和猫毛过敏的患者的鼻腔真菌群落进行研究,揭示了枝孢霉属Cladosporium、青霉属Penicillium、曲霉属Aspergillus和链格孢属Alternaria是导致过敏的主要病原真菌。

昆虫与真菌的互作关系一直是人们关注的焦点,如冬虫夏草Chinese cordyceps、蛹虫草Cordyceps militaris和新古尼异虫草Metacordyceps neogunnii等的相关研究(Guo et al. 2017;Wen et al. 2017;Zhang et al. 2017)。为探究不同地点的德国蟑螂Blattella germanica肠道和粪便中微生物的多样性,以及评估其微生物的变异性,Kakumanu et al.(2018)基于宏基因组学技术揭示了不同地点的蟑螂微生物群落组成差异大,而且携带大量人体病原菌(包括真菌和细菌)。尽管如此,来自所有地方的蟑螂存在核心微生物类群。因此,全面了解蟑螂的肠道和粪便微生物群落不仅在生物学上有贡献,而且对于探索它们的临床相关性也是必不可少的。

珊瑚礁生态系统被称为水下“热带雨林”,具有保护海岸、维护生物多样性、维持渔业资源等重要功能。因此,珊瑚的研究受到了一些研究者的关注。为探究红珊瑚Corallium大面积死亡原因,Van et al.(2016)对地中海西部5个地点收集的样本进行了16S rRNA基因测序,并对细菌群落进行分析。得出了12种细菌与红珊瑚具有显著的相关性,形成的核心微生物组占整个细菌群落组成的94.6%,并且核心微生物组主要受螺旋体目Spirochaetales和海洋螺菌目Oceanospirillales的影响,从而发现了红珊瑚死亡与这两目的微生物有很大的关系。通过核心微生物组对人类或其他动物产生影响的启示,加深理解核心微生物组在动物各微生态系统中扮演的关键角色尤为重要。对人类疾病相关的核心微生物组的研究,为跨学科的研究开辟了新途径,有望更好地理解与宿主相关的微生物群落的 功能。

5 展望

随着新一代测序技术的出现,不少研究证明了微生物组是自然生态系统重要的组成部分,如土壤(Fierer 2017)、肠道(Zhernakova et al. 2016)、海洋(Seymour 2014;Astudillo et al. 2017)和植物(Lundberg et al. 2012;郑欢等2018)等。它们在人类健康、工业、农业和生态等领域都扮演着重要角色(Turnbaugh et al. 2007;Huang et al. 2018;Singh et al. 2018)。目前,许多植物,包括丹参、甘蔗、水稻、藻类、拟南芥和柳枝稷等的核心微生物组的研究已相继被报道(Wang et al. 2016;Heijden & Hartmann 2016;Chen et al. 2018;Hamonts et al. 2018;Lawson et al. 2018;Rodrigues et al. 2018),研究结果发现微生物组对提高植物的生产力及维持植物健康起着关键的功能作用。

不同的动植物拥有不同的微生物组,这些微生物组是其生存和健康的重要决定因素(Mendes et al. 2013)。然而,并非所有动植物微生物组的成员都是有益的。事实上,动、植物相当一部分微生物组成员只能利用宿主现有的营养物质,少数是病原微生物,它们可能在某些环境条件下占主导地位,并限制宿主生长(Mendes et al. 2013;Berg et al. 2015;Zhernakova et al. 2016)。因此,了解核心微生物组是提高动植物性能和健康的关键(Hamady & Knight 2009;Turnbaugh Knight 2009;Kuczynski et al. 2010;Waite & Taylor 2014)。

自然生态系统中,无论是动物还是植物都有与其功能密切相关的核心微生物组,认识这些核心微生物组有助于识别微生物群落装配和驱动因素,以显著提高我们对微生物组的操纵能力,从而更好地从微生物角度去解决农业生产、生态环境和人类健康等问题。

5.1 改进培养技术

虽然高通量测序技术正在迅速地挖掘绝大多数未描述的微生物分类群的基因组数据,但是目前仍无法获得与宿主密切相关全部菌株的基因组,意味着大多数涉及动植物健康的核心微生物代谢情况尚不清楚,这严重限制了通过操纵微生物组控制疾病、提高养分利用效率、以及持续提高作物的生产力。通过培养法获得更多核心微生物菌株以了解其基本特征,无疑将为人工合成核心微生物菌群以改善医疗、工业和农业等问题提供新的途径。

5.2 确定关键种(keystone species)

目前对核心微生物的研究都集中在属及属以上水平,如Hamonts et al.(2018)研究发现,甘蔗叶的关键微生物是枝孢属Cladosporium、黑团孢属Periconia、黑孢霉属Nigrospora、弹孢酵母属Bullera以及在属-水平上未分类的4个OTU类群。Chen et al.(2018)对丹参种子的核心微生物组研究发现,关键细菌主要是γ-变形菌Gammaproteobacteria、 α-变形菌Alphaproteobacteria、β-变形菌Betaproteobacteria、鞘脂杆菌Sphingobacteria、芽孢杆菌Bacilli和放线菌Actinobacteria等。这些研究虽然在一定的分类水平上发现了核心微生物组,但对人工组装菌群的帮助有限。因此,从核心微生物组中,进一步确定关键微生物种将是实现人工组装微生物组来改善动植物生理和健康的重要前提。

5.3 人工组装核心菌群

人工组装核心群组是指人为地将两个或多个关键微生物种在已知的培养条件下共培养人工组装的微生物类群。研究核心微生物组最终要实现的目标是人工组装微生物菌群靶向地使其定植于宿主体,以提高宿主健康状况和生产效率。那么,人工构建核心菌群将是实现这一目标的关键。诚然,在人工组装核心菌群时需深入分析和确定不同微生物的分工和稳定性,及优化和调控生物处理过程。除此之外,还需考虑人工组装的核心菌群定植宿主后对生物和非生物因子的响应条件,以便有效地在定植宿主中发挥其功能作用。目前,通过微生物组治疗某些疾病已经在医学上展现出巨大的应用价值(Petrof et al. 2013;Suskind et al. 2015)。未来,通过人工组装核心菌群治疗疾病、治理环境污染和提高中药材品质等将是医学、生态学及环境科学共同的关注焦点!

The authors have declared that no competing interests exist.
作者已声明无竞争性利益关系。

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DOI:10.1128/AEM.03409-15      URL     PMID:26896127      [本文引用: 1]

Fermentation pit mud, an important reservoir of diverse anaerobic microorganisms, is essential for Chinese strong-aroma liquor production. Pit-mud quality, according to its sensory characteristics, can be divided into three grades: degraded, normal and high-quality. However, the relationship between pit-mud microbial community and pit-mud quality is poorly understood, neither are microbial associations within pit-mud ecosystem. Here, microbial communities in these grades were compared using Illumina MiSeq sequencing of the variable region V4 of 16S rRNA gene. Our results revealed that pit-mud microbial community was correlated with its quality and environmental factors. Species richness, biodiversity, relative and/or absolute abundances of Clostridia, Clostridium kluyveri, Bacteroidia and Methanobacteria significantly increased with corresponding increases in levels of pH, NH4 (+) and available phosphorus from degraded to high-quality pit muds, while Lactobacillus, dissolved organic carbon and lactate significantly decreased, with normal ones in between. Furthermore, 271 pairs of significant and robust correlations (co-occurrence and negative) were identified from 76 genera using network analysis. Thirteen hubs of co-occurrence patterns, mainly under Clostridia, Bacteroidia, Methanobacteria and Methanomicrobia, may play important roles in pit-mud ecosystem stability, which may be destroyed with rapidly increased lactic acid bacteria (Lactobacillus, Pediococcus and Streptococcus). This study could help clarify the relationships among microbial community, environmental conditions and pit-mud quality, improve pit-mud quality by using bioaugmentation and controlling environmental factors, and shed more light on the ecological rules guiding community assembly in pit mud.

Huang ZR, Hong JL, Xu JX, Li L, Guo WL, Pan YY, Chen SJ, Bai WD, Raod PF, Ni L, Zhao LN, Liu B, Lv XC , 2018.

Exploring core functional microbiota responsible for the production of volatile flavour during the traditional brewing of Wuyi Hong Qu glutinous rice wine

Food Microbiology, 76:487-496

DOI:10.1016/j.fm.2018.07.014      URL     [本文引用: 2]

Jesus EC, Liang C, Quensen JF, Susilawati E, Jackson RD, Balser TC, Tiedje JM , 2016.

Influence of corn, switchgrass, and prairie cropping systems on soil microbial communities in the upper Midwest of the United States

Global Change Biology Bioenergy, 8(2):481-494

DOI:10.1111/gcbb.12289      URL     [本文引用: 1]

Abstract Because soil microbes drive many of the processes underpinning ecosystem services provided by soils, understanding how cropping systems affect soil microbial communities is important for productive and sustainable management. We characterized and compared soil microbial communities under restored prairie and three potential cellulosic biomass crops (corn, switchgrass, and mixed prairie grasses) in two spatial experimental designs side-by-side plots where plant communities were in their second year since establishment (i.e., intensive sites) and regionally distributed fields where plant communities had been in place for at least 10 years (i.e., extensive sites). We assessed microbial community structure and composition using lipid analysis, pyrosequencing of rRNA genes (targeting fungi, bacteria, archaea, and lower eukaryotes), and targeted metagenomics of nifH genes. For the more recently established intensive sites, soil type was more important than plant community in determining microbial community structure, while plant community was the more important driver of soil microbial communities for the older extensive sites where microbial communities under corn were clearly differentiated from those under switchgrass and restored prairie. Bacterial and fungal biomasses, especially biomass of arbuscular mycorrhizal fungi, were higher under perennial grasses and restored prairie, suggesting a more active carbon pool and greater microbial processing potential, which should be beneficial for plant acquisition and ecosystem retention of carbon, water, and nutrients.

Ji P, Parks J, Edwards MA, Pruden A , 2015.

Impact of water chemistry, pipe material and stagnation on the building plumbing microbiome

PLoS One, 10(10):e0141087

DOI:10.1371/journal.pone.0141087      URL     PMID:4619671      [本文引用: 1]

A unique microbiome establishes in the portion of the potable water distribution system within homes and other buildings (i.e., building plumbing). To examine its composition and the factors that shape it, standardized cold water plumbing rigs were deployed at the treatment plant and in the distribution system of five water utilities across the U.S. Three pipe materials (copper with lead solder, CPVC with brass fittings or copper/lead combined pipe) were compared, with 8 hour flush cycles of 10 minutes to simulate typical daily use patterns. High throughput Illumina sequencing of 16S rRNA gene amplicons was employed to profile and compare the resident bulk water bacteria and archaea. The utility, location of the pipe rig, pipe material and stagnation all had a significant influence on the plumbing microbiome composition, but the utility source water and treatment practices were dominant factors. Examination of 21 water chemistry parameters suggested that the total chlorine concentration, pH, P, SO42-and Mg were associated with the most of the variation in bulk water microbiome composition. Disinfectant type exerted a notably low-magnitude impact on microbiome composition. At two utilities using the same source water, slight differences in treatment approaches were associated with differences in rare taxa in samples. For genera containing opportunistic pathogens, Utility C samples (highest pH of 9 10) had the highest frequency of detection forLegionellaspp. and lowest relative abundance ofMycobacteriumspp. Data were examined across utilities to identify a true universal core, special core, and peripheral organisms to deepen insight into the physical and chemical factors that shape the building plumbing microbiome.

Jobin C , 2018.

Precision medicine using microbiota

Science, 359(6371):32-34

DOI:10.1126/science.aar2946      URL     [本文引用: 1]

Kakumanu ML, Maritz JM, Carlton JM, Schal C , 2018.

Overlapping community compositions of gut and fecal microbiomes in lab-reared and field-collected german cockroaches

Applied and Environmental Microbiology, 84(17):e01037-18

DOI:10.1128/AEM.01037-18      URL     [本文引用: 2]

Kalan L, Grice EA , 2018.

Fungi in the wound microbiome

Advances in Wound Care, 7(7):247-255

DOI:10.1089/wound.2017.0756      URL     [本文引用: 2]

Figure 1. (A) Schematic of the fungal rRNA operon highlighting the ITS region and primer binding sites. (B) Bioinformatics workflow to process and analyze ITS amplicons from microbiome specimens. After polymerase chain reaction amplification, OTUs can be clustered with standardized pipelines and classified against fungal reference databases. The fungal ITS1 region can vary in size between different species, unlike amplification of hypervariable regions of the bacterial 16S rRNA gene that result in the same size amplicon. *PIPITS is a fungal-specific software pipeline. ITS, internal transcribed spacer; OTU, operational taxonomic units; QIIME, Quantitative Insights into Microbial Ecology; rRNA, ribosomal RNA.

Kuczynski J, Costello EK, Nemergut DR, Zaneveld J, Lauber CL, Knights D, Dan K, Gordon JI , 2010.

Direct sequencing of the human microbiome readily reveals community differences

Genome Biology, 11(5):1-9

DOI:10.1186/gb-2010-11-5-210      URL     PMID:20441597      [本文引用: 1]

Future sequencing of the human microbiota will require greater breadth rather than depth. Culture-independent studies of human microbiota by direct genomic sequencing reveal quite distinct differences among communities, indicating that improved sequencing capacity can be most wisely utilized to study more samples, rather than more sequences per sample.

Lawrence K, Hyde J , 2017.

Microbiome restoration diet improves digestion, cognition and physical and emotional wellbeing

PLoS One, 12(6):e0179017

DOI:10.1371/journal.pone.0179017      URL     [本文引用: 1]

Lawson CA, Raina JB, Kahlke T, Seymour JR, Suggett DJ , 2018.

Defining the core microbiome of the symbiotic dinoflagellate, Symbiodinium

Environmental Microbiology Reports, 10(1):7-11

DOI:10.1111/1758-2229.12599      URL     PMID:29124895      [本文引用: 1]

Summary Dinoflagellates of the genus Symbiodinium underpin the survival and ecological success of corals. Theuse of cultured strains has been particularly important to disentangle the complex life history of Symbiodinium and their contribution to coral host physiology. However, these cultures typically harbour abundant bacterial communities which likely play important, but currently unknown, roles in Symbiodinium biology. We characterized the bacterial communities living in association with a wide phylogenetic diversity of Symbiodinium cultures (18 types spanning 5 clades) to define the core Symbiodinium microbiome. Similar to other systems, bacteria were nearly two orders of magnitude more numerically abundant than Symbiodinium cells and we identified three operational taxonomic units (OTUs) which were present in all cultures. These represented the -proteobacterium Labrenzia and the -proteobacteria Marinobacter and Chromatiaceae . Based on the abundance and functional potential of bacteria harboured in these cultures, their contribution to Symbiodinium physiology can no longer be ignored.

Lemanceau P, Blouin M, Muller D, Moënne-Loccoz Y , 2017.

Let the core microbiota be functional

Trends in Plant Science, 22(7):583-595

DOI:10.1016/j.tplants.2017.04.008      URL     PMID:28549621     

The microbiota recruited by a given plant genotype in different environments seems to share greater functional similarity than taxonomic similarity.

Ley RE, Hamady M, Lozupone C, Turnbaugh PJ, Ramey RR, Bircher JS, Schlegel ML, Tucker TA, Schrenzel MD, Knight R, Gordon JI , 2008.

Evolution of mammals and their gut microbes

Science, 320(5883):1647-1651

DOI:10.1126/science.1155725      URL     PMID:2649005      [本文引用: 1]

Mammals are metagenomic in that they are composed of not only their own gene complements but also those of all of their associated microbes. To understand the coevolution of the mammals and their indigenous microbial communities, we conducted a network-based analysis of bacterial 16 S ribosomal RNA gene sequences from the fecal microbiota of humans and 59 other mammalian species living in two zoos and in the wild. The results indicate that host diet and phylogeny both influence bacterial diversity, which increases from carnivory to omnivory to herbivory; that bacterial communities codiversified with their hosts; and that the gut microbiota of humans living a modern life-style is typical of omnivorous primates.

Little AE, Robinson CJ, Peterson SB, Raffa KF, Handelsman J , 2008.

Rules of engagement: interspecies interactions that regulate microbial communities

Annual Review of Microbiology, 62:375-401

DOI:10.1146/annurev.micro.030608.101423      URL     PMID:18544040      [本文引用: 1]

Abstract Microbial communities comprise an interwoven matrix of biological diversity modified by physical and chemical variation over space and time. Although these communities are the major drivers of biosphere processes, relatively little is known about their structure and function, and predictive modeling is limited by a dearth of comprehensive ecological principles that describe microbial community processes. Here we discuss working definitions of central ecological terms that have been used in various fashions in microbial ecology, provide a framework by focusing on different types of interactions within communities, review the status of the interface between evolutionary and ecological study, and highlight important similarities and differences between macro- and microbial ecology. We describe current approaches to study microbial ecology and progress toward predictive modeling.

Liu WW, Wu B, Xiang MC, Liu XZ , 2017.

From microbiome to synthetic microbial community

Microbiology China, 44(4):881-889 (in Chinese)

Lloydprice J, Abuali G, Huttenhower C , 2016.

The healthy human microbiome

Genome Medicine, 8(1):51-61

DOI:10.1186/s13073-016-0307-y      URL     [本文引用: 1]

Lundberg DS, Lebeis SL, Paredes SH, Yourstone S, Gehring J, Malfatti S, Tremblay J, Engelbrektson A, Kunin V, Rio TG, Edgar RC , 2012.

Defining the core Arabidopsis thaliana root microbiome

Nature, 488(7409):86-94

DOI:10.1038/nature11237      URL     PMID:4074413      [本文引用: 1]

Land plants associate with a root microbiota distinct from the complex microbial community present in surrounding soil. The microbiota colonizing the rhizosphere (immediately surroundingthe root) and the endophytic compartment (within the root) contribute to plant growth, productivity, carbon sequestration and phytoremediation1- 3. Colonization of the root occurs despite a sophisticated plant immune system4,5, suggesting finely tuned discrimination of mutualists and commensals from pathogens. Genetic principles governing the derivation of host-specific endophyte communities from soil communities are poorly understood. Here we report the pyrosequencing of the bacterial 16S ribosomal RNA gene of more than 600 Arabidopsis thaliana plants to test the hypotheses that the root rhizosphere and endophytic compartmentmicrobiota of plants grown under controlled conditions in natural soils are sufficiently dependent on the host to remain consistent across different soil types and developmental stages, and sufficiently dependent on host genotype to vary between inbred Arabidopsis accessions. We describe different bacterial communities in two geochemically distinct bulk soils and in rhizosphere and endophytic compartments prepared from roots grown in these soils. The communities in each compartment are strongly influenced by soil type. Endophytic compartments fromboth soils feature overlapping, low-complexity communities that are markedly enriched in Actinobacteria and specific families from other phyla, notably Proteobacteria. Some bacteria vary quantitatively between plants of different developmental stage and genotype. Our rigorous definition of an endophytic compartment microbiome should facilitate controlled dissection of plant- microbe interactions derived from complex soil communities. [PUBLICATION ABSTRACT] Land plants associate with a root microbiota distinct from the complex microbial community present in surrounding soil. The microbiota colonizing the rhizosphere (immediately surrounding the root) and the endophytic compartment (within the root) contribute to plant growth, productivity, carbon sequestration and phytoremediation. Colonization of the root occurs despite a sophisticated plant immune system, suggesting finely tuned discrimination of mutualists and commensals from pathogens. Genetic principles governing the derivation of host-specific endophyte communities from soil communities are poorly understood. Here we report the pyrosequencing of the bacterial 16S ribosomal RNA gene of more than 600 Arabidopsis thaliana plants to test the hypotheses that the root rhizosphere and endophytic compartment microbiota of plants grown under controlled conditions in natural soils are sufficiently dependent on the host to remain consistent across different soil types and developmental stages, and sufficiently dependent on host genotype to vary between inbred Arabidopsis accessions. We describe different bacterial communities in two geochemically distinct bulk soils and in rhizosphere and endophytic compartments prepared from roots grown in these soils. The communities in each compartment are strongly influenced by soil type. Endophytic compartments from both soils feature overlapping, low-complexity communities that are markedly enriched in Actinobacteria and specific families from other phyla, notably Proteobacteria. Some bacteria vary quantitatively between plants of different developmental stage and genotype. Our rigorous definition of an endophytic compartment microbiome should facilitate controlled dissection of plant-microbe interactions derived from complex soil communities.

Magnusson KR, Hauck L, Jeffrey BM, Elias V, Humphrey A, Nath R, Perrone A, Bermudez LE , 2015.

Relationships between diet-related changes in the gut microbiome and cognitive flexibility

Neuroscience, 300:128-140

DOI:10.1016/j.neuroscience.2015.05.016      URL     PMID:25982560      [本文引用: 1]

Western diets are high in fat and sucrose and can influence behavior and gut microbiota. There is growing evidence that altering the microbiome can influence the brain and behavior. This study was designed to determine whether diet-induced changes in the gut microbiota could contribute to alterations in anxiety, memory or cognitive flexibility. Two-month-old, male C57BL/6 mice were randomly assigned high-fat (42% fat, 43% carbohydrate (CHO), high-sucrose (12% fat, 70% CHO (primarily sucrose) or normal chow (13% kcal fat, 62% CHO) diets. Fecal microbiome analysis, step-down latency, novel object and novel location tasks were performed prior to and 2weeks after diet change. Water maze testing for long- and short-term memory and cognitive flexibility was conducted during weeks 5 6 post-diet change. Some similarities in alterations in the microbiome were seen in both the high-fat and high-sucrose diets (e.g., increased Clostridiales), as compared to the normal diet, but the percentage decreases in Bacteroidales were greater in the high-sucrose diet mice. Lactobacillales was only significantly increased in the high-sucrose diet group and Erysipelotrichales was only significantly affected by the high-fat diet. The high-sucrose diet group was significantly impaired in early development of a spatial bias for long-term memory, short-term memory and reversal training, compared to mice on normal diet. An increased focus on the former platform position was seen in both high-sucrose and high-fat groups during the reversal probe trials. There was no significant effect of diet on step-down, exploration or novel recognitions. Higher percentages of Clostridiales and lower expression of Bacteroidales in high-energy diets were related to the poorer cognitive flexibility in the reversal trials. These results suggest that changes in the microbiome may contribute to cognitive changes associated with eating a Western diet.

McNally CP, Eng A, Noecker C, Gagne-Maynard WC, Borenstein E , 2018.

BURRITO: an Interactive multi-omic tool for visualizing taxa-function relationships in microbiome data

Frontiers in Microbiology, 9:365-375

DOI:10.3389/fmicb.2018.00365      URL     [本文引用: 2]

The abundance of both taxonomic groups and gene categories in microbiome samples can now be easily assayed via various sequencing technologies, and visualized using a variety of software tools. However, the assemblage of taxa in the microbiome and its gene content are clearly linked, and tools for visualizing the relationship between these two facets of microbiome composition and for facilitating exploratory analysis of their co-variation are lacking. Here we introduceBURRITO, a web tool for interactive visualization of microbiome multi-omic data with paired taxonomic and functional information. BURRITO simultaneously visualizes the taxonomic and functional compositions of multiple samples and dynamically highlights relationships between taxa and functions to capture the underlying structure of these data. Users can browse for taxa and functions of interest and interactively explore the share of each function attributed to each taxon across samples. BURRITO supports multiple input formats for taxonomic and metagenomic data, allows adjustment of data granularity, and can export generated visualizations as static publication-ready formatted figures. In this paper, we describe the functionality of BURRITO, and provide illustrative examples of its utility for visualizing various trends in the relationship between the composition of taxa and functions in complex microbiomes.

Mendes R, Garbeva P, Raaijmakers JM , 2013.

The rhizosphere microbiome: significance of plant beneficial, plant pathogenic, and human pathogenic microorganisms

FEMS Microbiology Reviews, 37(5):634-663

DOI:10.1111/1574-6976.12028      URL     PMID:23790204      [本文引用: 3]

Microbial communities play a pivotal role in the functioning of plants by influencing their physiology and development. While many members of the rhizosphere microbiome are beneficial to plant growth, also plant pathogenic microorganisms colonize the rhizosphere striving to break through the protective microbial shield and to overcome the innate plant defense mechanisms in order to cause disease. A third group of microorganisms that can be found in the rhizosphere are the true and opportunistic human pathogenic bacteria, which can be carried on or in plant tissue and may cause disease when introduced into debilitated humans. Although the importance of the rhizosphere microbiome for plant growth has been widely recognized, for the vast majority of rhizosphere microorganisms no knowledge exists. To enhance plant growth and health, it is essential to know which microorganism is present in the rhizosphere microbiome and what they are doing. Here, we review the main functions of rhizosphere microorganisms and how they impact on health and disease. We discuss the mechanisms involved in the multitrophic interactions and chemical dialogues that occur in the rhizosphere. Finally, we highlight several strategies to redirect or reshape the rhizosphere microbiome in favor of microorganisms that are beneficial to plant growth and health.

Petrof EO, Gloor GB, Vanner SJ, Weese SJ, Carter D, Daigneault MC, Brown EM, Schroeter K, Allen-Vercoe E , 2013.

Stool substitute transplant therapy for the eradication of Clostridium difficile infection: ‘RePOOPulating’ the gut

Microbiome, 1(1):3-15

DOI:10.1186/2049-2618-1-3      URL     [本文引用: 1]

Background Fecal bacteriotherapy (???stool transplant???) can be effective in treating recurrent Clostridium difficile infection, but concerns of donor infection transmission and patient acceptance limit its use. Here we describe the use of a stool substitute preparation, made from purified intestinal bacterial cultures derived from a single healthy donor, to treat recurrent C. difficile infection that had failed repeated standard antibiotics. Thirty-three isolates were recovered from a healthy donor stool sample. Two patients who had failed at least three courses of metronidazole or vancomycin underwent colonoscopy and the mixture was infused throughout the right and mid colon. Pre-treatment and post-treatment stool samples were analyzed by 16???S rRNA gene sequencing using the Ion Torrent platform. Results Both patients were infected with the hyper virulent C. difficile strain, ribotype 078. Following stool substitute treatment, each patient reverted to their normal bowel pattern within 2 to 3???days and remained symptom-free at 6???months. The analysis demonstrated that rRNA sequences found in the stool substitute were rare in the pre-treatment stool samples but constituted over 25% of the sequences up to 6???months after treatment. Conclusion This proof-of-principle study demonstrates that a stool substitute mixture comprising a multi-species community of bacteria is capable of curing antibiotic-resistant C. difficile colitis. This benefit correlates with major changes in stool microbial profile and these changes reflect isolates from the synthetic mixture. Trial registration Clinical trial registration number: CinicalTrials.gov NCT01372943

Ren T, Wu M , 2016.

PhyloCore: a phylogenetic approach to identifying core taxa in microbial communities

Gene, 593(2):330-333

DOI:10.1016/j.gene.2016.08.032      URL     [本文引用: 2]

Rodrigues RR, Moon J, Zhao B, Williams MA , 2017.

Microbial communities and diazotrophic activity differ in the root-zone of Alamo and Dacotah switchgrass feedstocks

Global Change Biology Bioenergy, 9(6):1057-1070

DOI:10.1111/gcbb.12396      URL     [本文引用: 1]

Nitrogen (N) bioavailability is a primary limiting nutrient for crop and feedstock productivity. Associative nitrogen fixation (ANF) by diazotrophic bacteria in root-zone soil microbial communities have been shown to provide significant amounts of N to some tropical grasses, but this potential in switchgrass, a warm-season, temperate, US native, perennial tallgrass has not been widely studied. ‘Alamo’ and ‘Dacotah’ are cultivars of switchgrass, adapted to the southern and northern regions of the United States, respectively, and offer an opportunity to better describe this plant–bacterial association. The nitrogenase enzyme activity, microbial communities, and amino acid profiles in the root-zones of the two ecotypes were studied at three different plant growth stages. Differences in the nitrogenase enzyme activity and free soluble amino acid profiles indicated the potential for greater nitrogen fixation in the high productivity Alamo compared with the lower productivity Dacotah. Changes in the amino acid profiles and microbial community structure (rRNA genes) of the root-zone suggest different plant–bacterial interactions can help to explain differences in nitrogenase activity. PICRUSt analysis revealed functional differences, especially nitrogen metabolism, that supported ecotype differences in root-zone nitrogenase enzyme activity. It is thought that the greater productivity of Alamo increased the belowground flow of carbon into roots and root-zone habitats, which in turn support the high energy demands needed to support nitrogen fixation. Further research is thus needed to understand plant ecotype and cultivar trait differences that can be used to breed or genetically modify crop plants to support root-zone associations with diazotrophs.

Rodrigues RR, Rodgers NC, Wu X, Williams MA , 2018.

COREMIC: a web-tool to search for a niche associated CORE MICrobiome

PeerJ, 6(2):e4395

DOI:10.7717/peerj.4395      URL     PMID:29473009      [本文引用: 4]

Microbial diversity on earth is extraordinary, and soils alone harbor thousands of species per gram of soil. Understanding how this diversity is sorted and selected into habitat niches is a major focus of ecology and biotechnology, but remains only vaguely understood. A systems-biology approach was used to mine information from databases to show how it can be used to answer questions related to the core microbiome of habitat-microbe relationships. By making use of the burgeoning growth of information from databases, our tool “COREMIC” meets a great need in the search for understanding niche partitioning and habitat-function relationships. The work is unique, furthermore, because it provides a user-friendly statistically robust web-tool (http://coremic2.appspot.comorhttp://core-mic.com), developed using Google App Engine, to help in the process of database mining to identify the “core microbiome” associated with a given habitat. A case study is presented using data from 31 switchgrass rhizosphere community habitats across a diverse set of soil and sampling environments. The methodology utilizes an outgroup of 28 non-switchgrass (other grasses and forbs) to identify a core switchgrass microbiome. Even across a diverse set of soils (five environments), and conservative statistical criteria (presence in more than 90% samples and FDRq-val <0.05% for Fisher’s exact test) a core set of bacteria associated with switchgrass was observed. These included, among others, closely related taxa fromLysobacter spp., Mesorhizobium spp, andChitinophagaceae. These bacteria have been shown to have functions related to the production of bacterial and fungal antibiotics and plant growth promotion. COREMIC can be used as a hypothesis generating or confirmatory tool that shows great potential for identifying taxa that may be important to the functioning of a habitat (e.g. host plant). The case study, in conclusion, shows that COREMIC can identify key habitat-specific microbes across diverse samples, using currently available databases and a unique freely available software.

Rui J, Li J, Zhang S, Yan X, Wang Y, Li X , 2015.

The core populations and co-occurrence patterns of prokaryotic communities in household biogas digesters

Biotechnology for Biofuels, 8(1):158-170

DOI:10.1186/s13068-015-0339-3      URL     PMID:4582640      [本文引用: 1]

Background Household biogas digesters are widely used to harvest energy in rural areas of developing countries. Understanding core prokaryotic communities, their co-occurrence patterns, and their relationships to environmental factors is important to manage these small-scale anaerobic digestion systems effectively. In this study, 43 household biogas digesters were collected across eight provinces in China. Prokaryotic communities were investigated using 454 pyrosequencing of 16S rRNA genes. Results Fourteen core genera and ten core OTUs were identified in household biogas digesters. They were mainly affiliated with the phylum Firmicutes, Synergistetes, Actinobacteria, Chloroflexi, and Spirochaetes. Core prokaryotic genera were mainly composed of Clostridium, Clostridium XI, Syntrophomonas, Cloacibacillus, Sedimentibacter, and Turicibacter. Prokaryotic communities in the 43 samples were clearly divided into two clusters. Cluster I was dominated by Clostridium, while Cluster II was dominated by members of Spirochaetes, Bacteroidales, Clostridia, and abundant syntrophs and methanogens. NH 4+ -N and COD contributed significantly to the assembly of the prokaryotic community in Cluster I, while NH 4+ -N, pH, and phosphate contributed significantly to Cluster II. Correlation-based network analysis showed that the prokaryotic communities in the biogas digesters were dominated by some functional modules. Cluster I was dominated by acetotrophic methanogenic modules and the Clostridium-driven primary fermentation module, while the network of Cluster II was dominated by hydrogenotrophic and acetogenic methanogenesis modules and multi-group-driven (Spirochaetes, Bacteroidales, and Clostridia) primary fermentation modules. The network of Cluster II was more complex and functionally redundant. Conclusions Prokaryotic communities identified in the household biogas digesters varied significantly and were affected by environmental factors, such as NH 4+ -N, pH, and COD. However, core prokaryotic communities existed, and most of them were also dominant populations. Cosmopolitan OTUs tended to co-occur. Prokaryotic communities in biogas digesters were well organized by some functional modules. The modular structure of the prokaryotic community, which has functional redundancy, enhances the resistance against environmental stress and maintains digestion efficiency in the anaerobic digestion process.

Segata N, Baldini F, Pompon J, Garrett WS, Truong DT, Dabiré RK, Diabaté A, Levashina EA, Catteruccia F , 2016.

The reproductive tracts of two malaria vectors are populated by a core microbiome and by gender-and swarm-enriched microbial biomarkers

Scientific Reports, 6:24207-24216

DOI:10.1038/srep24207      URL     PMID:4834568      [本文引用: 1]

Microbes play key roles in shaping the physiology of insects and can influence behavior, reproduction and susceptibility to pathogens. In Sub-Saharan Africa, two major malaria vectors,Anopheles gambiaeandAn. coluzzii, breed in distinct larval habitats characterized by different microorganisms that might affect their adult physiology and possiblyPlasmodiumtransmission. We analyzed the reproductive microbiomes of male and femaleAn. gambiaeandAn. coluzziicouples collected from natural mating swarms in Burkina Faso. 16S rRNA sequencing on dissected tissues revealed that the reproductive tracts harbor a complex microbiome characterized by a large core group of bacteria shared by both species and all reproductive tissues. Interestingly, we detected a significant enrichment of several gender-associated microbial biomarkers in specific tissues, and surprisingly, similar classes of bacteria in males captured from one mating swarm, suggesting that these males originated from the same larval breeding site. Finally, we identified several endosymbiotic bacteria, includingSpiroplasma, which have the ability to manipulate insect reproductive success. Our study provides a comprehensive analysis of the reproductive microbiome of important human disease vectors, and identifies a panel of core and endosymbiotic bacteria that can be potentially exploited to interfere with the transmission of malaria parasites by theAnophelesmosquito.

Sellart-Altisent M, Torres-Rodríguez JM, Gómez S, Alvarado-Ramírez E , 2007.

Nasal fungal microbiota in allergic and healthy subjects

Revista Iberoamericana de Micologia, 24(2):125-130

DOI:10.1016/S1130-1406(07)70027-X      URL     [本文引用: 2]

Seymour JR , 2014.

A sea of microbes: the diversity and activity of marine microorganisms

Microbiology Australia, 35(4):183-187

DOI:10.1071/MA14060      URL     [本文引用: 1]

Covering 70% of the earth’s surface, with an average depth of 3.6 km, the ocean’s total volume of 1.3 billion cubic kilometres represents perhaps the largest inhabitable space in the biosphere. Within this vast ecosystem, 90% of all living biomass is microbial. Indeed, seawater from all marine environments, ranging from the warm and sunlit upper ocean to the cold, dark and anoxic deep sea floor, and from the tropics to the arctic, is teeming with microbial life. A single teaspoon of seawater typically contains over 50 million viruses, 5 million Bacteria, 100,000 Archaea and 50,000 eukaryotic microbes. The numerical importance of these microbes is matched only by their ecological and biogeochemical significance. By performing the bulk of oceanic primary production and mediating key chemical transformation processes, planktonic microbes form the base of the marine food-web and are the engines that drive the ocean’s major biogeochemical cycles (Figure 1). While marine microbes are the dominant biological feature throughout the entire water column and within ocean sediments, as well as being important symbionts and pathogens of marine animals and plants, this review will focus on the activity and diversity of microbes inhabiting seawater in the upper sun-lit depths of the global ocean.

Shade A, Chiu CY, Mahon KD , 2010.

Seasonal and episodic lake mixing stimulate differential planktonic bacterial dynamics

Microbial Ecology, 59(3):546-554

DOI:10.1007/s00248-009-9589-6      URL     PMID:19760448      [本文引用: 1]

Yuan Yang Lake (YYL), Taiwan, experiences both winter and typhoon-initiated mixing, and each type of mixing event is characterized by contrasting environmental conditions. Previous work suggested that after typhoon mixing, bacterial communities in YYL reset to a pioneer composition and then follow a predictable trajectory of change until the next typhoon. Our goal was to continue this investigation by observing bacterial community change after a range of mixing intensities, including seasonal winter mixing. We fingerprinted aquatic bacterial communities in the epilimnion and hypolimnion using automated ribosomal intergenic spacer analysis and then assessed community response using multi variate statistics. We found a significant linear relationship between water column stability and the epilimnion to hypolimnion divergences. In comparison to the summer, we found the winter community had a distinct composition and less variation. We divided the bacterial community into population subsets according to abundance (rare, common, or dominant) and occurrence (transient or persistent) and further explored the contribution of these subsets to the overall community patterns. We found that transient taxa did not drive bacterial community patterns following weak typhoon mixing events, but contributed substantially to patterns observed following strong events. Common taxa generally did not follow the community trajectory after weak or strong events. Our results suggest intensity, frequency, and seasonality jointly contribute to aquatic bacterial response to mixing disturbance.

Shade A, Handelsman J , 2012.

Beyond the Venn diagram: the hunt for a core microbiome

Environmental Microbiology, 14(1):4-12

DOI:10.1111/j.1462-2920.2011.02585.x      URL     PMID:22004523      [本文引用: 4]

SummaryDiscovering a core microbiome is important for understanding the stable, consistent components across complex microbial assemblages. A core is typically defined as the suite of members shared among microbial consortia from similar habitats, and is represented by the overlapping areas of circles in Venn diagrams, in which each circle contains the membership of the sample or habitats being compared. Ecological insight into core microbiomes can be enriched by 'omics approaches that assess gene expression, thereby extending the concept of the core beyond taxonomically defined membership to community function and behaviour. Parameters defined by traditional ecology theory, such as composition, phylogeny, persistence and connectivity, will also create a more complex portrait of the core microbiome and advance understanding of the role of key microorganisms and functions within and across ecosystems.

Singh BK, Trivedi P, Singh S, Macdonald CA, Verma JP , 2018.

Emerging microbiome technologies for sustainable increase in farm productivity and environmental security

Microbiology Australia, dio:10.1071/MA18006

DOI:10.1071/MA18006      URL     [本文引用: 2]

We briefly review how microbial biotechnology can contribute to improve activities aiming to restore degraded drylands and to combat their desertification, which are an integral part of the Sustainable Development Goal 15 of the 2030 Agenda. Microbial biotechnology offers notable promise to improve restoration actions based on the use of biocrust-forming engineered cyanobacteria, which play... [Show full abstract]

Suskind DL, Brittnacher MJ, Wahbeh G, Shaffer ML, Hayden HS, Qin X, Singh N, Christopher J, Damman MD, Kyle R, Miller H, Nielson SI , 2015.

Fecal microbial transplant effect on clinical outcomes and fecal microbiome in active Crohn’s disease

Inflammatory Bowel Diseases, 21(3):556-563

DOI:10.1097/MIB.0000000000000307      URL     PMID:25647155      [本文引用: 1]

Crohn's disease (CD) is a chronic idiopathic inflammatory intestinal disorder associated with fecal dysbiosis. Fecal microbial transplant (FMT) is a potential therapeutic option for individuals with CD based on the hypothesis that changing the fecal dysbiosis could promote less intestinal inflammation.Nine patients, aged 12 to 19 years, with mild-to-moderate symptoms defined by Pediatric Crohn's Disease Activity Index (PCDAI of 10-29) were enrolled into a prospective open-label study of FMT in CD (FDA IND 14942). Patients received FMT by nasogastric tube with follow-up evaluations at 2, 6, and 12 weeks. PCDAI, C-reactive protein, and fecal calprotectin were evaluated at each study visit.All reported adverse events were graded as mild except for 1 individual who reported moderate abdominal pain after FMT. All adverse events were self-limiting. Metagenomic evaluation of stool microbiome indicated evidence of FMT engraftment in 7 of 9 patients. The mean PCDAI score improved with patients having a baseline of 19.7 7.2, with improvement at 2 weeks to 6.4 6.6 and at 6 weeks to 8.6 4.9. Based on PCDAI, 7 of 9 patients were in remission at 2 weeks and 5 of 9 patients who did not receive additional medical therapy were in remission at 6 and 12 weeks. No or modest improvement was seen in patients who did not engraft or whose microbiome was most similar to their donor.This is the first study to demonstrate that FMT for CD may be a possible therapeutic option for CD. Further prospective studies are required to fully assess the safety and efficacy of the FMT in patients with CD.

Theis KR, Dheilly NM, Klassen JL, Brucker RM, Baines JF, Bosch TC, Cryan JF, Gilbert SF, Goodnight CJ, Lloyd EA, Vandenkoornhuyse JP, Zilber-Rosenberg I, Rosenberg E, Bordenstein SR , 2016.

Getting the hologenome concept right: an eco-evolutionary framework for hosts and their microbiomes

Msystems, 1(2):e00028-16

DOI:10.1128/mSystems.00028-16      URL     [本文引用: 1]

Given the complexity of host-microbiota symbioses, scientists and philosophers are asking questions at new biological levels of hierarchical organization hat is a holobiont and hologenome? When should this vocabulary be applied? Are these concepts a null hypothesis for host-microbe systems or limited to a certain spectrum of symbiotic interactions such as host-microbial coevolution? Critical discourse is necessary in this nascent area, but productive discourse requires that skeptics and proponents use the same lexicon. Given the complexity of host-microbiota symbioses, scientists and philosophers are asking questions at new biological levels of hierarchical organization hat is a holobiont and hologenome? When should this vocabulary be applied? Are these concepts a null hypothesis for host-microbe systems or limited to a certain spectrum of symbiotic interactions such as host-microbial coevolution? Critical discourse is necessary in this nascent area, but productive discourse requires that skeptics and proponents use the same lexicon. For instance, critiquing the hologenome concept is not synonymous with critiquing coevolution, and arguing that an entity is not a primary unit of selection dismisses the fact that the hologenome concept has always embraced multilevel selection. Holobionts and hologenomes are incontrovertible, multipartite entities that result from ecological, evolutionary, and genetic processes at various levels. They are not restricted to one special process but constitute a wider vocabulary and framework for host biology in light of the microbiome.

Theriot CM, Koenigsknecht MJ, CarlsonJr PE, Hatton GE, Nelson AM, Li B, Huffnagle GB, Li JZ, Young VB , 2014.

Antibiotic-induced shifts in the mouse gut microbiome and metabolome increase susceptibility to Clostridium difficile infection

Nature Communications, 5(1):3114-3132

DOI:10.1038/ncomms4114      URL     PMID:3950275      [本文引用: 1]

Antibiotics can have significant and long-lasting effects on the gastrointestinal tract microbiota, reducing colonization resistance against pathogens including Clostridium difficile. Here we show that antibiotic treatment induces substantial changes in the gut microbial community and in the metabolome of mice susceptible to C. difficile infection. Levels of secondary bile acids, glucose, free fatty acids and dipeptides decrease, whereas those of primary bile acids and sugar alcohols increase, reflecting the modified metabolic activity of the altered gut microbiome. In vitro and ex vivo analyses demonstrate that C. difficile can exploit specific metabolites that become more abundant in the mouse gut after antibiotics, including the primary bile acid taurocholate for germination, and carbon sources such as mannitol, fructose, sorbitol, raffinose and stachyose for growth. Our results indicate that antibiotic-mediated alteration of the gut microbiome converts the global metabolic profile to one that favours C. difficile germination and growth.

Toju H, Peay  KG, Yamamichi  M, Narisawa K, Hiruma K, Naito K, Fukuda S, Ushio M, Nakaoka S, Onoda Y, Yoshida  K, Schlaeppi K, Bai Y, Sugiura R, Ichihashi Y, Minamisawa K, Kiers ET , 2018.

Core microbiomes for sustainable agroecosystems

Nature Plants, 4(5):247-257

DOI:10.1038/s41477-018-0139-4      URL     [本文引用: 1]

In an era of ecosystem degradation and climate change, maximizing microbial functions in agroecosystems has become a prerequisite for the future of global agriculture. However, managing species-rich communities of plant-associated microbiomes remains a major challenge. Here, we propose interdisciplinary research strategies to optimize microbiome functions in agroecosystems. Informatics now allows us to identify members and characteristics of ‘core microbiomes’, which may be deployed to organize otherwise uncontrollable dynamics of resident microbiomes. Integration of microfluidics, robotics and machine learning provides novel ways to capitalize on core microbiomes for increasing resource-efficiency and stress-resistance of agroecosystems.

Turnbaugh PJ, Hamady M, Yatsunenko T, Cantarel BL, Duncan A, Ley RE, Sogin ML, Jones WJ, Roe BA, Affourtit JP, Egholm M, Henrissat B, Heath AC, Knight R, Gordon JI , 2009.

A core gut microbiome in obese and lean twins

Nature, 457(7228):480-485

DOI:10.1038/nature07540      URL    

Turnbaugh PJ, Ley RE, Hamady M, Fraser-Liggett CM, Knight R, Gordon JI , 2007.

The human microbiome project

Nature, 449(7164):804-810

DOI:10.1038/nature06244      URL     [本文引用: 4]

Van de Water JA, Melkonian R, Junca H, Voolstra CR, Reynaud S, Allemand D, Ferrier-Pagès C , 2016.

Spirochaetes dominate the microbial community associated with the red coral Corallium rubrum on a broad geographic scale

Scientific Reports, 6:27277-27283

DOI:10.1038/srep27277      URL     PMID:27263657      [本文引用: 1]

Mass mortality events in populations of the iconic red coralCorallium rubrumhave been related to seawater temperature anomalies that may have triggered microbial disease development. However, very little is known about the bacterial community associated with the red coral. We therefore aimed to provide insight into this species bacterial assemblages using Illumina MiSeq sequencing of 16S rRNA gene amplicons generated from samples collected at five locations distributed across the western Mediterranean Sea. Twelve bacterial species were found to be consistently associated with the red coral, forming a core microbiome that accounted for 94.6% of the overall bacterial community. This core microbiome was particularly dominated by bacteria of the orders Spirochaetales and Oceanospirillales, in particular the ME2 family. Bacteria belonging to these orders have been implicated in nutrient cycling, including nitrogen, carbon and sulfur. While Oceanospirillales are common symbionts of marine invertebrates, our results identify members of the Spirochaetales as other important dominant symbiotic bacterial associates within Anthozoans.

Vandenkoornhuyse P, Quaiser A, Duhamel M, Van A, Dufresne A , 2015.

The importance of the microbiome of the plant holobiont

New Phytologist, 206(4):1196-1206

DOI:10.1111/nph.13312      URL     PMID:25655016      [本文引用: 1]

Abstract Top of page Abstract I.Introduction II.Plants as holobionts III.Recruitment of the plant microbiota: what are the driving factors? IV.The plant holobiont: an existing core plant microbiota? V.The plant and its microbiome: what controls what? VI.Concluding remarks and prospects Acknowledgements References 'Summary' 1196 I. 'Introduction' 1196 II. 'Plants as holobionts' 1197 III. 'Recruitment of the plant microbiota: what are the driving factors?' 1198 IV. 'The plant holobiont: an existing core plant microbiota?' 1200 V. 'The plant and its microbiome: what controls what?' 1201 VI. 'Concluding remarks and prospects' 1204 'Acknowledgements' 1204 References 1204 Summary Plants can no longer be considered as standalone entities and a more holistic perception is needed. Indeed, plants harbor a wide diversity of microorganisms both inside and outside their tissues, in the endosphere and ectosphere, respectively. These microorganisms, which mostly belong to Bacteria and Fungi, are involved in major functions such as plant nutrition and plant resistance to biotic and abiotic stresses. Hence, the microbiota impact plant growth and survival, two key components of fitness. Plant fitness is therefore a consequence of the plant per se and its microbiota, which collectively form a holobiont. Complementary to the reductionist perception of evolutionary pressures acting on plant or symbiotic compartments, the plant holobiont concept requires a novel perception of evolution. The interlinkages between the plant holobiont components are explored here in the light of current ecological and evolutionary theories. Microbiome complexity and the rules of microbiotic community assemblage are not yet fully understood. It is suggested that the plant can modulate its microbiota to dynamically adjust to its environment. To better understand the level of plant dependence on the microbiotic components, the core microbiota need to be determined at different hierarchical scales of ecology while pan-microbiome analyses would improve characterization of the functions displayed.

Wade WG , 2013.

Characterisation of the human oral microbiome

Journal of Oral Biosciences, 55(3):143-148

DOI:10.1016/j.job.2013.06.001      URL     [本文引用: 1]

Waite DW, Taylor MW , 2014.

Characterizing the avian gut microbiota: membership, driving influences, and potential function

Frontiers in Microbiology, 5(4):223-234

[本文引用: 1]

Wang P, Wu Q, Xu Y , 2018.

Core microbiota in Chinese liquor fermentation and associations with environmental factors

Acta Microbiologica Sinica, 58(1):142-153 (in Chinese)

Wang W, Zhai Y, Cao L, Tan H, Zhang R , 2016.

Endophytic bacterial and fungal microbiota in sprouts, roots and stems of rice (Oryza sativa L.)

Microbiological Research, 188:1-8

DOI:10.1016/j.micres.2016.04.009      URL     PMID:27296957      [本文引用: 3]

The objective of this study was to elucidate the endophytic microbiota in rice sprouts, roots, and stems, and their transmission in the plant development. Prior to DNA extraction, roots and stems were treated with 36% formaldehyde and 0.1M NaOH solutions to remove epiphytic bacterial whole 16S rRNA genes. Bacterial and fungal taxa in the sprout, root, and stem samples were analyzed using Illumina-based sequencing of the V3 4 hyper variable regions of bacterial 16S rRNA genes and the ITS2 regions of fungal rRNA genes, respectively. Results showed that more diverse bacterial OTUs were detected in roots than in stems, while more diverse fungal OTUs were detected in stems than in roots. Compared with the endophytic microbiota in sprouts, the bacterial OTUs increased in roots but decreased in stems, whereas the fungal OTUs in both stems and roots decreased. Sprout-borne bacterial generaSphingomonasandPseudomonus, and fungal generaFusarium,Pestalotiopsis, andPenicilliumwere detected in stems and roots. The coexistence of these indigenous bacterial and fungal taxa in sprouts, roots, and stems indicated their transmission during the development from sprouts to mature plants. The results from this study should be useful to better understand the plant-microbe interactions and to select suitable microbial taxa for rice production.

Wang Y, Xu L, Gu YQ, Coleman-Derr D , 2016.

MetaCoMET: a web platform for discovery and visualization of the core microbiome

Bioinformatics, 32(22):3469-3470

DOI:10.1093/bioinformatics/btw507      URL     PMID:27485442     

Motivation: A key component of the analysis of microbiome datasets is the identification of OTUs shared between multiple experimental conditions, commonly refer

Wang ZM, Lu ZM, Shi JS, Xu ZH , 2016.

Exploring flavour-producing core microbiota in multispecies solid-state fermentation of traditional Chinese vinegar

Scientific Reports, 6:26818-26827

DOI:10.1038/srep26818      URL     PMID:4886211     

Multispecies solid-state fermentation (MSSF), a natural fermentation process driven by reproducible microbiota, is an important technique to produce traditional fermented foods. Flavours, skeleton of fermented foods, was mostly produced by microbiota in food ecosystem. However, the association between microbiota and flavours and flavour-producing core microbiota are still poorly understood. Here, acetic acid fermentation (AAF) of Zhenjiang aromatic vinegar was taken as a typical case of MSSF. The structural and functional dynamics of microbiota during AAF process was determined by metagenomics and favour analyses. The dominant bacteria and fungi were identified asAcetobacter,Lactobacillus,Aspergillus, andAlternaria, respectively. Total 88 flavours including 2 sugars, 9 organic acids, 18 amino acids, and 59 volatile flavours were detected during AAF process. O2PLS-based correlation analysis between microbiota succession and flavours dynamics showed bacteria made more contribution to flavour formation than fungi. Seven genera includingAcetobacter,Lactobacillus,Enhydrobacter,Lactococcus,Gluconacetobacer,BacillusandStaphylococcuswere determined as functional core microbiota for production of flavours in Zhenjiang aromatic vinegar, based on their dominance and functionality in microbial community. This study provides a perspective for bridging the gap between the phenotype and genotype of ecological system, and advances our understanding of MSSF mechanisms in Zhenjiang aromatic vinegar.

Wen TC, Xiao YP, Han YF, Huang SK, Zha LS, Hyde DK, Kang JC , 2017.

Multigene phylogeny and morphology reveal that the Chinese medicinal mushroom ‘Cordyceps gunnii’ is Metacordyceps neogunnii sp. nov

Phytotaxa, 302(1):27-39

DOI:10.11646/phytotaxa.302.1      URL     [本文引用: 1]

Whiteside SA, Razvi H, Dave S, Reid G, Burton JP , 2015.

The microbiome of the urinary tract—a role beyond infection

Nature Reviews Urology, 12(2):81-90

DOI:10.1038/nrurol.2014.361      URL     PMID:25600098      [本文引用: 1]

Urologists rarely need to consider bacteria beyond their role in infectious disease. However, emerging evidence shows that the microorganisms inhabiting many sites of the body, including the urinary tract--which has long been assumed sterile in healthy individuals--might have a role in maintaining urinary health. Studies of the urinary microbiota have identified remarkable differences between healthy populations and those with urologic diseases. Microorganisms at sites distal to the kidney, bladder and urethra are likely to have a profound effect on urologic health, both positive and negative, owing to their metabolic output and other contributions. Connections between the gut microbiota and renal stone formation have already been discovered. In addition, bacteria are also used in the prevention of bladder cancer recurrence. In the future, urologists will need to consider possible influences of the microbiome in diagnosis and treatment of certain urological conditions. New insights might provide an opportunity to predict the risk of developing certain urological diseases and could enable the development of innovative therapeutic strategies.

Zarraonaindia I, Owens SM, Weisenhorn P, West K, Hampton-Marcell J, Lax S, Bokulich NA, Mills DA, Martin G, Taghavi S, Lelie D , 2015.

The soil microbiome influences grapevine-associated microbiota

mBio, 6(2):e02527-14

DOI:10.1128/mBio.02527-14      URL     PMID:4453523      [本文引用: 1]

Grapevine is a well-studied, economically relevant crop, whose associated bacteria could influence its organoleptic properties. In this study, the spatial and temporal dynamics of the bacterial communities associated with grapevine organs (leaves, flowers, grapes, and roots) and soils were characterized over two growing seasons to determine the influence of vine cultivar, edaphic parameters, vine developmental stage (dormancy, flowering, preharvest), and vineyard. Belowground bacterial communities differed significantly from those aboveground, and yet the communities associated with leaves, flowers, and grapes shared a greater proportion of taxa with soil communities than with each other, suggesting that soil may serve as a bacterial reservoir. A subset of soil microorganisms, including root colonizers significantly enriched in plant growth-promoting bacteria and related functional genes, were selected by the grapevine. In addition to plant selective pressure, the structure of soil and root microbiota was significantly influenced by soil pH and C:N ratio, and changes in leaf- and grape-associated microbiota were correlated with soil carbon and showed interannual variation even at small spatial scales. Diazotrophic bacteria, e.g.,RhizobiaceaeandBradyrhizobiumspp., were significantly more abundant in soil samples and root samples of specific vineyards. Vine-associated microbial assemblages were influenced by myriad factors that shape their composition and structure, but the majority of organ-associated taxa originated in the soil, and their distribution reflected the influence of highly localized biogeographic factors and vineyard management. Vine-associated bacterial communities may play specific roles in the productivity and disease resistance of their host plant. Also, the bacterial communities on grapes have the potential to influence the organoleptic properties of the wine, contributing to a regional terroir. Understanding that factors that influence these bacteria may provide insights into management practices to shape and craft individual wine properties. We show that soil serves as a key source of vine-associated bacteria and that edaphic factors and vineyard-specific properties can influence the native grapevine microbiome preharvest.

Zhang S, Hao AJ, Zhao YX, Zhang XY, Zhang YJ , 2017.

Comparative mitochondrial genomics toward exploring molecular markers in the medicinal fungus Cordyceps militaris

Scientific Reports, 7:40219-40227

DOI:10.1038/srep40219      URL     PMID:28071691      [本文引用: 1]

Cordyceps militarisis a fungus used for developing health food, but knowledge about its intraspecific differentiation is limited due to lack of efficient markers. Herein, we assembled the mitochondrial genomes of eightC. militarisstrains and performed a comparative mitochondrial genomic analysis together with three previously reported mitochondrial genomes of the fungus. Sizes of the 11 mitochondrial genomes varied from 26.5 to 33.9 b mainly due to variable intron contents (from two to eight introns per strain). Nucleotide variability varied according to different regions with non-coding regions showing higher variation frequency than coding regions. Recombination events were identified between some locus pairs but seemed not to contribute greatly to genetic variations of the fungus. Based on nucleotide diversity fluctuations across the alignment of all mitochondrial genomes, molecular markers with the potential to be used for future typing studies were determined.

Zhao L, Zhang F, Ding X, Wu G, Lam YY, Wang X, Fu H, Xue X, Lu C, Ma J, Yu L, Xu C, Ren Z, Xu Y, Xu S, Shen H, Zhu X, Shi Y, Shen Q, Dong W, Liu R, Ling Y, Zeng Y, Wang X, Zhang Q, Wang J, Wang L, Wu Y, Zeng B, Wei H, Zhang M, Peng Y, Zhang C , 2018.

Gut bacteria selectively promoted by dietary fibers alleviate type 2 diabetes

Science, 359(6380):1151-1156

DOI:10.1126/science.aao5774      URL     PMID:29590046     

Abstract The gut microbiota benefits humans via short-chain fatty acid (SCFA) production from carbohydrate fermentation, and deficiency in SCFA production is associated with type 2 diabetes mellitus (T2DM). We conducted a randomized clinical study of specifically designed isoenergetic diets, together with fecal shotgun metagenomics, to show that a select group of SCFA-producing strains was promoted by dietary fibers and that most other potential producers were either diminished or unchanged in patients with T2DM. When the fiber-promoted SCFA producers were present in greater diversity and abundance, participants had better improvement in hemoglobin A1c levels, partly via increased glucagon-like peptide-1 production. Promotion of these positive responders diminished producers of metabolically detrimental compounds such as indole and hydrogen sulfide. Targeted restoration of these SCFA producers may present a novel ecological approach for managing T2DM.

Zheng H, Zhang ZY, Han YF, Chen WH, Liang ZQ , 2018.

Community composition and ecological functional structural analysis of the endophytic fungi in Robinia pseudoacacia

Mycosystema, 37(2):256-263 (in Chinese)

URL    

Based on high-throughput sequencing technology,species diversity of the endophytic fungi from Robinia pseudoacacia in Huaxi District,Guiyang City,Guizhou Province were analyzed.The results showed that there were 43 942 valid sequences.Based on cluster similarity analysis 81 OTUs were obtained,belonging to 4 phyla,13 classes,27 orders,45 families,and 58 genera.Among these fungi,the dominant was the unclassified genus,and its relative abundance was 81.11% of the total isolates.The next was Fusarium(11.81%),Gloniopsis(1.38%) and Clonostachys(0.72%),while the relative abundances of more than 50 genera were less than 0.5%.The Shannon-Wiener's diversity index and the Simpson's index of the endophytic fungi in the samples were 0.6835 and 0.7071 respectively.FUNGuild software platform analysis displayed that endophytic fungi of Robinia pseudoacacia contained the following functions,groups: plant pathogen,animal pathogen,endophyte,fungal parasite,lichen parasite,dung saprotroph,undefined saprotroph fungi and wood saprotroph.

Zhernakova A, Kurilshikov A, Bonder MJ, Tigchelaar EF, Schirmer M, Vatanen T, Mujagic Z, Vila AV, Falony G, Vieira-Silva S, Wang J, Imhann F, Brandsma E, Jankipersadsing SA, Joossens M, Cenit MC, Deelen P, Swertz MA, Weersma RK, Feskens EJ, Netea MG, Gevers D, Jonkers D, Franke L, Aulchenko YS, Huttenhower C, Raes J, Hofker MH, Xavier RJ, Wijmenga C, Fu JY , 2016.

Population-based metagenomics analysis reveals markers for gut microbiome composition and diversity

Science, 352(6285):565-571

DOI:10.1126/science.aad3369      URL     PMID:27126040      [本文引用: 2]

Deep sequencing of the gut microbiomes of 1135 participants from a Dutch population-based cohort shows relations between the microbiome and 126 exogenous and intrinsic host factors, including 31 intrinsic factors, 12 diseases, 19 drug groups, 4 smoking categories, and 60 dietary factors. These factors collectively explain 18.7% of the variation seen in the interindividual distance of microbial composition. We could associate 110 factors to 125 species and observed that fecal chromogranin A (CgA), a protein secreted by enteroendocrine cells, was exclusively associated with 61 microbial species whose abundance collectively accounted for 53% of microbial composition. Low CgA concentrations were seen in individuals with a more diverse microbiome. These results are an important step toward a better understanding of environment-diet-microbe-host interactions.

刘炜伟, 吴冰, 向梅春, 刘杏忠 , 2017.

从微生物组到合成功能菌群

微生物学通报, 44(4):881-889

DOI:10.13344/j.microbiol.china.160603      URL     [本文引用: 2]

微生物组是指特定微环境中的微生物群落及其组学,自然界中的生物过程几乎都是通过微生物组完成的.随着测序技术的发展和成本降低,微生物组已经成为微生物生态学研究的热点领域.继合成生物学之后,基于微生物组的合成功能菌群研究正在兴起,在人类健康、农业、工业和生态等领域都有广泛的应用前景.本文从微生物组到合成功能菌群的角度系统论述了其在不同领域的研究现状与发展趋势,为微生物组从理论研究到应用提供思路.

王鹏, 吴群, 徐岩 , 2018.

中国白酒发酵过程中的核心微生物群及其与环境因子的关系

微生物学报, 58(1):142-153

[本文引用: 2]

郑欢, 张芝元, 韩燕峰, 陈万浩, 梁宗琦 , 2018.

刺槐内生真菌群落组成及其生态功能结构分析

菌物学报, 37(2):256-263

[本文引用: 1]

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