Polarization of microbial communities between competitive and cooperative metabolism

被引:154
作者
Machado, Daniel [1 ,2 ]
Maistrenko, Oleksandr M. [1 ]
Andrejev, Sergej [1 ]
Kim, Yongkyu [1 ]
Bork, Peer [1 ]
Patil, Kaustubh R. [3 ,4 ]
Patil, Kiran R. [1 ,5 ]
机构
[1] European Mol Biol Lab EMBL, Heidelberg, Germany
[2] Norwegian Univ Sci & Technol NTNU, Dept Biotechnol & Food Sci, Trondheim, Norway
[3] Res Ctr Julich, Inst Neurosci & Med, Brain & Behav INM 7, Julich, Germany
[4] Heinrich Heine Univ Dusseldorf, Med Fac, Inst Syst Neurosci, Dusseldorf, Germany
[5] Univ Cambridge, Med Res Council MRC, Toxicol Unit, Cambridge, England
基金
欧盟地平线“2020”; 英国医学研究理事会;
关键词
CROSS-FEEDING INTERACTIONS; RECONSTRUCTION; CRYPTOSPORIDIUM; COOCCURRENCE; GENERATION; CATCHMENTS; ANIMALS; ECOLOGY; NETWORK; GIARDIA;
D O I
10.1038/s41559-020-01353-4
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Resource competition and metabolic cross-feeding are among the main drivers of microbial community assembly. Yet the degree to which these two conflicting forces are reflected in the composition of natural communities has not been systematically investigated. Here, we use genome-scale metabolic modelling to assess the potential for resource competition and metabolic cooperation in large co-occurring groups (up to 40 members) across thousands of habitats. Our analysis reveals two distinct community types, which are clustered at opposite ends of a spectrum in a trade-off between competition and cooperation. At one end are highly cooperative communities, characterized by smaller genomes and multiple auxotrophies. At the other end are highly competitive communities, which feature larger genomes and overlapping nutritional requirements, and harbour more genes related to antimicrobial activity. The latter are mainly present in soils, whereas the former are found in both free-living and host-associated habitats. Community-scale flux simulations show that, whereas competitive communities can better resist species invasion but not nutrient shift, cooperative communities are susceptible to species invasion but resilient to nutrient change. We also show, by analysing an additional data set, that colonization by probiotic species is positively associated with the presence of cooperative species in the recipient microbiome. Together, our results highlight the bifurcation between competitive and cooperative metabolism in the assembly of natural communities and its implications for community modulation. Analysing data from thousands of microbial communities, the authors show that these communities cluster at different ends of the spectrum between resource competition and metabolic cooperation. Cooperative communities tend to have smaller genomes and multiple auxotrophies, whereas competitive communities have larger genomes, overlapping niches and a high potential for antimicrobial activity.
引用
收藏
页码:195 / +
页数:22
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