Metabolic Resource Allocation in Individual Microbes Determines Ecosystem Interactions and Spatial Dynamics

被引:381
作者
Harcombe, William R. [1 ]
Riehl, William J. [2 ]
Dukovski, Ilija [2 ]
Granger, Brian R. [2 ]
Betts, Alex [1 ]
Lang, Alex H. [3 ]
Bonilla, Gracia [2 ]
Kar, Amrita [2 ]
Leiby, Nicholas [1 ,4 ]
Mehta, Pankaj [2 ,3 ]
Marx, Christopher J. [1 ,5 ]
Segre, Daniel [2 ,6 ,7 ]
机构
[1] Harvard Univ, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
[2] Boston Univ, Bioinformat Grad Program, Boston, MA 02215 USA
[3] Boston Univ, Dept Phys, Boston, MA 02215 USA
[4] Harvard Univ, Syst Biol Grad Program, Cambridge, MA 02138 USA
[5] Harvard Univ, Fac Arts & Sci, Ctr Syst Biol, Cambridge, MA 02138 USA
[6] Boston Univ, Dept Biol, Boston, MA 02215 USA
[7] Boston Univ, Dept Biomed Engn, Boston, MA 02215 USA
关键词
BACTERIAL COLONIES; MASS-SPECTROMETRY; SURFACE COLONIES; GROWTH; EVOLUTION; COOPERATION; DIVERSITY; MODEL; COMMUNITY; OPTIMALITY;
D O I
10.1016/j.celrep.2014.03.070
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The interspecies exchange of metabolites plays a key role in the spatiotemporal dynamics of microbial communities. This raises the question of whether ecosystem-level behavior of structured communities can be predicted using genome-scale metabolic models for multiple organisms. We developed a modeling framework that integrates dynamic flux balance analysis with diffusion on a lattice and applied it to engineered communities. First, we predicted and experimentally confirmed the species ratio to which a two-species mutualistic consortium converges and the equilibrium composition of a newly engineered three-member community. We next identified a specific spatial arrangement of colonies, which gives rise to what we term the ''eclipse dilemma'': does a competitor placed between a colony and its cross-feeding partner benefit or hurt growth of the original colony? Our experimentally validated finding that the net outcome is beneficial highlights the complex nature of metabolic interactions in microbial communities while at the same time demonstrating their predictability.
引用
收藏
页码:1104 / 1115
页数:12
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