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

Huaihai Chen, Kayan Ma, Caiyan Lu, Qi Fu, Yingbo Qiu, Jiayi Zhao, Yu Huang, Yuchun Yang, Christopher W. Schadt, Hao Chen

Research output: Contribution to journalArticlepeer-review

43 Scopus citations

Abstract

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.

Original languageEnglish
Article number878978
JournalFrontiers in Microbiology
Volume13
DOIs
StatePublished - May 2 2022

Funding

This study was supported by the National Natural Science Foundation of China (Nos. 42177005 and 31872691), the Liaoning Outstanding Innovation Team (No. XLYC2008015), the Basic and Applied Basic Research Foundation of Guangdong Province (No. 2022A1515010861), and the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory and the U.S. Department of Energy Bioenergy Technology Programs.

FundersFunder number
Liaoning Outstanding Innovation TeamXLYC2008015
U.S. Department of Energy Bioenergy Technology Programs
Oak Ridge National Laboratory
National Natural Science Foundation of China42177005, 31872691
Basic and Applied Basic Research Foundation of Guangdong Province2022A1515010861

    Keywords

    • functional redundancy
    • functional traits
    • latitude
    • soil metagenomics
    • taxonomic compositions

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