Mycorrhizal and endophytic fungi structure forest below-ground symbiosis through contrasting but interdependent assembly processes.

IF 6.2 2区 环境科学与生态学 Q1 GENETICS & HEREDITY
Mikihito Noguchi, Hirokazu Toju
{"title":"Mycorrhizal and endophytic fungi structure forest below-ground symbiosis through contrasting but interdependent assembly processes.","authors":"Mikihito Noguchi, Hirokazu Toju","doi":"10.1186/s40793-024-00628-8","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Interactions between plants and diverse root-associated fungi are essential drivers of forest ecosystem dynamics. The symbiosis is potentially dependent on multiple ecological factors/processes such as host/symbiont specificity, background soil microbiome, inter-root dispersal of symbionts, and fungus-fungus interactions within roots. Nonetheless, it has remained a major challenge to reveal the mechanisms by which those multiple factors/processes determine the assembly of root-associated fungal communities. Based on the framework of joint species distribution modeling, we examined 1,615 root-tips samples collected in a cool-temperate forest to reveal how root-associated fungal community structure was collectively formed through filtering by host plants, associations with background soil fungi, spatial autocorrelation, and symbiont-symbiont interactions. In addition, to detect fungi that drive the assembly of the entire root-associated fungal community, we inferred networks of direct fungus-fungus associations by a statistical modeling that could account for implicit environmental effects.</p><p><strong>Results: </strong>The fine-scale community structure of root-associated fungi were best explained by the statistical model including the four ecological factors/processes. Meanwhile, among partial models, those including background soil fungal community structure and within-root fungus-fungus interactions showed the highest performance. When fine-root distributions were examined, ectomycorrhizal fungi tended to show stronger associations with background soil community structure and spatially autocorrelated patterns than other fungal guilds. In contrast, the distributions of root-endophytic fungi were inferred to depend greatly on fungus-fungus interactions. An additional statistical analysis further suggested that some endophytic fungi, such as Phialocephala and Leptodontidium, were placed at the core positions within the web of direct associations with other root-associated fungi.</p><p><strong>Conclusion: </strong>By applying emerging statistical frameworks to intensive datasets of root-associated fungal communities, we demonstrated background soil fungal community structure and fungus-fungus associations within roots, as well as filtering by host plants and spatial autocorrelation in ecological processes, could collectively drive the assembly of root-associated fungi. We also found that basic assembly rules could differ between mycorrhizal and endophytic fungi, both of which were major components of forest ecosystems. Consequently, knowledge of how multiple ecological factors/processes differentially drive the assembly of multiple fungal guilds is indispensable for comprehensively understanding the mechanisms by which terrestrial ecosystem dynamics are organized by plant-fungal symbiosis.</p>","PeriodicalId":48553,"journal":{"name":"Environmental Microbiome","volume":null,"pages":null},"PeriodicalIF":6.2000,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11531145/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Microbiome","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1186/s40793-024-00628-8","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Interactions between plants and diverse root-associated fungi are essential drivers of forest ecosystem dynamics. The symbiosis is potentially dependent on multiple ecological factors/processes such as host/symbiont specificity, background soil microbiome, inter-root dispersal of symbionts, and fungus-fungus interactions within roots. Nonetheless, it has remained a major challenge to reveal the mechanisms by which those multiple factors/processes determine the assembly of root-associated fungal communities. Based on the framework of joint species distribution modeling, we examined 1,615 root-tips samples collected in a cool-temperate forest to reveal how root-associated fungal community structure was collectively formed through filtering by host plants, associations with background soil fungi, spatial autocorrelation, and symbiont-symbiont interactions. In addition, to detect fungi that drive the assembly of the entire root-associated fungal community, we inferred networks of direct fungus-fungus associations by a statistical modeling that could account for implicit environmental effects.

Results: The fine-scale community structure of root-associated fungi were best explained by the statistical model including the four ecological factors/processes. Meanwhile, among partial models, those including background soil fungal community structure and within-root fungus-fungus interactions showed the highest performance. When fine-root distributions were examined, ectomycorrhizal fungi tended to show stronger associations with background soil community structure and spatially autocorrelated patterns than other fungal guilds. In contrast, the distributions of root-endophytic fungi were inferred to depend greatly on fungus-fungus interactions. An additional statistical analysis further suggested that some endophytic fungi, such as Phialocephala and Leptodontidium, were placed at the core positions within the web of direct associations with other root-associated fungi.

Conclusion: By applying emerging statistical frameworks to intensive datasets of root-associated fungal communities, we demonstrated background soil fungal community structure and fungus-fungus associations within roots, as well as filtering by host plants and spatial autocorrelation in ecological processes, could collectively drive the assembly of root-associated fungi. We also found that basic assembly rules could differ between mycorrhizal and endophytic fungi, both of which were major components of forest ecosystems. Consequently, knowledge of how multiple ecological factors/processes differentially drive the assembly of multiple fungal guilds is indispensable for comprehensively understanding the mechanisms by which terrestrial ecosystem dynamics are organized by plant-fungal symbiosis.

菌根真菌和内生真菌通过截然不同但又相互依存的组装过程来构建森林地下共生关系。
背景:植物与多种根相关真菌之间的相互作用是森林生态系统动态的重要驱动力。这种共生关系可能取决于多种生态因素/过程,如宿主/共生体的特异性、背景土壤微生物组、共生体在根际的传播以及根内真菌与真菌之间的相互作用。然而,如何揭示这些多重因素/过程决定根相关真菌群落组装的机制仍是一大挑战。基于物种联合分布建模框架,我们研究了在寒温带森林中采集的1,615个根尖样本,以揭示根相关真菌群落结构是如何通过寄主植物的过滤、与背景土壤真菌的关联、空间自相关性以及共生体-共生体之间的相互作用共同形成的。此外,为了检测推动整个根相关真菌群落形成的真菌,我们通过统计模型推断了真菌与真菌之间的直接联系网络,该模型可以考虑隐含的环境影响:结果:包括四个生态因子/过程的统计模型最能解释根相关真菌的精细群落结构。同时,在局部模型中,包括背景土壤真菌群落结构和根内真菌-真菌相互作用的模型表现最好。在研究细根分布时,外生菌根真菌与土壤背景群落结构和空间自相关模式的关联性往往强于其他真菌类群。相比之下,根内生真菌的分布则在很大程度上取决于真菌与真菌之间的相互作用。另一项统计分析进一步表明,一些内生真菌,如Phialocephala和Leptodontidium,被置于与其他根相关真菌直接关联网络的核心位置:通过将新出现的统计框架应用于密集的根相关真菌群落数据集,我们证明了土壤真菌群落结构和根内真菌与真菌之间的关联,以及寄主植物的过滤和生态过程中的空间自相关性,可以共同驱动根相关真菌的组装。我们还发现,菌根真菌和内生真菌的基本组装规则可能有所不同,而这两种真菌都是森林生态系统的主要组成部分。因此,要全面了解植物-真菌共生组织陆地生态系统动态的机制,就必须了解多种生态因素/过程如何以不同方式驱动多个真菌行会的组装。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Environmental Microbiome
Environmental Microbiome Immunology and Microbiology-Microbiology
CiteScore
7.40
自引率
2.50%
发文量
55
审稿时长
13 weeks
期刊介绍: Microorganisms, omnipresent across Earth's diverse environments, play a crucial role in adapting to external changes, influencing Earth's systems and cycles, and contributing significantly to agricultural practices. Through applied microbiology, they offer solutions to various everyday needs. Environmental Microbiome recognizes the universal presence and significance of microorganisms, inviting submissions that explore the diverse facets of environmental and applied microbiological research.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信