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Functional Redundancy in Soil Microbial Community Based on Metagenomics Across the Globe

Understanding the contribution of soil microbial communities to ecosystem processes is critical for predicting terrestrial ecosystem feedbacks under changing climate. Our current understanding lacks a consistent strategy to formulate the linkage between microbial systems and ecosystem processes due...

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Autores principales: Chen, Huaihai, Ma, Kayan, Lu, Caiyan, Fu, Qi, Qiu, Yingbo, Zhao, Jiayi, Huang, Yu, Yang, Yuchun, Schadt, Christopher W., Chen, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108720/
https://www.ncbi.nlm.nih.gov/pubmed/35586865
http://dx.doi.org/10.3389/fmicb.2022.878978
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author Chen, Huaihai
Ma, Kayan
Lu, Caiyan
Fu, Qi
Qiu, Yingbo
Zhao, Jiayi
Huang, Yu
Yang, Yuchun
Schadt, Christopher W.
Chen, Hao
author_facet Chen, Huaihai
Ma, Kayan
Lu, Caiyan
Fu, Qi
Qiu, Yingbo
Zhao, Jiayi
Huang, Yu
Yang, Yuchun
Schadt, Christopher W.
Chen, Hao
author_sort Chen, Huaihai
collection PubMed
description Understanding the contribution of soil microbial communities to ecosystem processes is critical for predicting terrestrial ecosystem feedbacks under changing climate. Our current understanding lacks a consistent strategy to formulate the linkage between microbial systems and ecosystem processes due to the presumption of functional redundancy in soil microbes. Here we present a global soil microbial metagenomic analysis to generalize patterns of microbial taxonomic compositions and functional potentials across climate and geochemical gradient. Our analyses show that soil microbial taxonomic composition varies widely in response to climate and soil physicochemical gradients, while microbial functional attributes based on metagenomic gene abundances are redundant. Among 17 climate zones, microbial taxonomic compositions were more distinct than functional potentials, as climate and edaphic properties showed more significant influence on microbial taxonomic compositions than on functional potentials. Microbial taxonomies formed a larger and more complex co-occurrence network with more module structures than functional potentials. Functional network was strongly inter-connected among different categories, whereas taxonomic network was more positively interactive in the same taxonomic groups. This study provides strong evidence to support the hypothesis of functional redundancy in soil microbes, as microbial taxonomic compositions vary to a larger extent than functional potentials based on metagenomic gene abundances in terrestrial ecosystems across the globe.
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spelling pubmed-91087202022-05-17 Functional Redundancy in Soil Microbial Community Based on Metagenomics Across the Globe Chen, Huaihai Ma, Kayan Lu, Caiyan Fu, Qi Qiu, Yingbo Zhao, Jiayi Huang, Yu Yang, Yuchun Schadt, Christopher W. Chen, Hao Front Microbiol Microbiology Understanding the contribution of soil microbial communities to ecosystem processes is critical for predicting terrestrial ecosystem feedbacks under changing climate. Our current understanding lacks a consistent strategy to formulate the linkage between microbial systems and ecosystem processes due to the presumption of functional redundancy in soil microbes. Here we present a global soil microbial metagenomic analysis to generalize patterns of microbial taxonomic compositions and functional potentials across climate and geochemical gradient. Our analyses show that soil microbial taxonomic composition varies widely in response to climate and soil physicochemical gradients, while microbial functional attributes based on metagenomic gene abundances are redundant. Among 17 climate zones, microbial taxonomic compositions were more distinct than functional potentials, as climate and edaphic properties showed more significant influence on microbial taxonomic compositions than on functional potentials. Microbial taxonomies formed a larger and more complex co-occurrence network with more module structures than functional potentials. Functional network was strongly inter-connected among different categories, whereas taxonomic network was more positively interactive in the same taxonomic groups. This study provides strong evidence to support the hypothesis of functional redundancy in soil microbes, as microbial taxonomic compositions vary to a larger extent than functional potentials based on metagenomic gene abundances in terrestrial ecosystems across the globe. Frontiers Media S.A. 2022-05-02 /pmc/articles/PMC9108720/ /pubmed/35586865 http://dx.doi.org/10.3389/fmicb.2022.878978 Text en Copyright © 2022 Chen, Ma, Lu, Fu, Qiu, Zhao, Huang, Yang, Schadt and Chen. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Chen, Huaihai
Ma, Kayan
Lu, Caiyan
Fu, Qi
Qiu, Yingbo
Zhao, Jiayi
Huang, Yu
Yang, Yuchun
Schadt, Christopher W.
Chen, Hao
Functional Redundancy in Soil Microbial Community Based on Metagenomics Across the Globe
title Functional Redundancy in Soil Microbial Community Based on Metagenomics Across the Globe
title_full Functional Redundancy in Soil Microbial Community Based on Metagenomics Across the Globe
title_fullStr Functional Redundancy in Soil Microbial Community Based on Metagenomics Across the Globe
title_full_unstemmed Functional Redundancy in Soil Microbial Community Based on Metagenomics Across the Globe
title_short Functional Redundancy in Soil Microbial Community Based on Metagenomics Across the Globe
title_sort functional redundancy in soil microbial community based on metagenomics across the globe
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108720/
https://www.ncbi.nlm.nih.gov/pubmed/35586865
http://dx.doi.org/10.3389/fmicb.2022.878978
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