Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies

Abstract Background Soil methanogens participate in complex interactions, which determine the community structures and functions. Studies continue to seek the coexistence patterns of soil methanogens, influencing factors and the contribution to methane (CH4) production, which are regulated primarily...

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Main Authors: Dong Li, Haowei Ni, Shuo Jiao, Yahai Lu, Jizhong Zhou, Bo Sun, Yuting Liang
Format: Article
Language:English
Published: BMC 2021-01-01
Series:Microbiome
Subjects:
Online Access:https://doi.org/10.1186/s40168-020-00978-8
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spelling doaj-944bf9eba47c4e4ba21ed595a4c319492021-01-24T12:42:36ZengBMCMicrobiome2049-26182021-01-019111310.1186/s40168-020-00978-8Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddiesDong Li0Haowei Ni1Shuo Jiao2Yahai Lu3Jizhong Zhou4Bo Sun5Yuting Liang6State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of SciencesState Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of SciencesState Key Laboratory of Crop Stress Biology in Arid Areas, College of Life Sciences, Northwest A&F UniversityCollege of Urban and Environmental Sciences, Peking UniversityInstitute for Environmental Genomics, Department of Microbiology and Plant Biology, University of OklahomaState Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of SciencesState Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of SciencesAbstract Background Soil methanogens participate in complex interactions, which determine the community structures and functions. Studies continue to seek the coexistence patterns of soil methanogens, influencing factors and the contribution to methane (CH4) production, which are regulated primarily by species interactions, and the functional significance of these interactions. Here, methane emissions were measured in rice paddies across the Asian continent, and the complex interactions involved in coexistence patterns of methanogenic archaeal communities were represented as pairwise links in co-occurrence networks. Results The network topological properties, which were positively correlated with mean annual temperature, were the most important predictor of CH4 emissions among all the biotic and abiotic factors. The methanogenic groups involved in commonly co-occurring links among the 39 local networks contributed most to CH4 emission (53.3%), much higher than the contribution of methanogenic groups with endemic links (36.8%). The potential keystone taxa, belonging to Methanobacterium, Methanocella, Methanothrix, and Methanosarcina, possessed high linkages with the methane generation functional genes mcrA, fwdB, mtbA, and mtbC. Moreover, the commonly coexisting taxa showed a very different assembly pattern, with ~ 30% determinism and ~ 70% stochasticity. In contrast, a higher proportion of stochasticity (93~99%) characterized the assembly of endemically coexisting taxa. Conclusions These results suggest that the coexistence patterns of microbes are closely tied to their functional significance, and the potential importance of common coexistence further imply that complex networks of interactions may contribute more than species diversity to soil functions. Video abstracthttps://doi.org/10.1186/s40168-020-00978-8CH4 emissionMethanogensCo-occurrence networkCommon and endemic coexistenceStochastic and deterministic processes
collection DOAJ
language English
format Article
sources DOAJ
author Dong Li
Haowei Ni
Shuo Jiao
Yahai Lu
Jizhong Zhou
Bo Sun
Yuting Liang
spellingShingle Dong Li
Haowei Ni
Shuo Jiao
Yahai Lu
Jizhong Zhou
Bo Sun
Yuting Liang
Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies
Microbiome
CH4 emission
Methanogens
Co-occurrence network
Common and endemic coexistence
Stochastic and deterministic processes
author_facet Dong Li
Haowei Ni
Shuo Jiao
Yahai Lu
Jizhong Zhou
Bo Sun
Yuting Liang
author_sort Dong Li
title Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies
title_short Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies
title_full Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies
title_fullStr Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies
title_full_unstemmed Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies
title_sort coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies
publisher BMC
series Microbiome
issn 2049-2618
publishDate 2021-01-01
description Abstract Background Soil methanogens participate in complex interactions, which determine the community structures and functions. Studies continue to seek the coexistence patterns of soil methanogens, influencing factors and the contribution to methane (CH4) production, which are regulated primarily by species interactions, and the functional significance of these interactions. Here, methane emissions were measured in rice paddies across the Asian continent, and the complex interactions involved in coexistence patterns of methanogenic archaeal communities were represented as pairwise links in co-occurrence networks. Results The network topological properties, which were positively correlated with mean annual temperature, were the most important predictor of CH4 emissions among all the biotic and abiotic factors. The methanogenic groups involved in commonly co-occurring links among the 39 local networks contributed most to CH4 emission (53.3%), much higher than the contribution of methanogenic groups with endemic links (36.8%). The potential keystone taxa, belonging to Methanobacterium, Methanocella, Methanothrix, and Methanosarcina, possessed high linkages with the methane generation functional genes mcrA, fwdB, mtbA, and mtbC. Moreover, the commonly coexisting taxa showed a very different assembly pattern, with ~ 30% determinism and ~ 70% stochasticity. In contrast, a higher proportion of stochasticity (93~99%) characterized the assembly of endemically coexisting taxa. Conclusions These results suggest that the coexistence patterns of microbes are closely tied to their functional significance, and the potential importance of common coexistence further imply that complex networks of interactions may contribute more than species diversity to soil functions. Video abstract
topic CH4 emission
Methanogens
Co-occurrence network
Common and endemic coexistence
Stochastic and deterministic processes
url https://doi.org/10.1186/s40168-020-00978-8
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