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 language | English |
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Article number | 878978 |
Journal | Frontiers in Microbiology |
Volume | 13 |
DOIs | |
State | Published - 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.
Funders | Funder number |
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Liaoning Outstanding Innovation Team | XLYC2008015 |
U.S. Department of Energy Bioenergy Technology Programs | |
Oak Ridge National Laboratory | |
National Natural Science Foundation of China | 42177005, 31872691 |
Basic and Applied Basic Research Foundation of Guangdong Province | 2022A1515010861 |
Keywords
- functional redundancy
- functional traits
- latitude
- soil metagenomics
- taxonomic compositions