Thermodynamic modelling of synthetic communities predicts minimum free energy requirements for sulfate reduction and methanogenesis

被引:18
作者
Delattre, Hadrien [1 ]
Chen, Jing [1 ,3 ]
Wade, Matthew J. [2 ]
Soyer, Orkun S. [1 ]
机构
[1] Univ Warwick, Sch Life Sci, Coventry, W Midlands, England
[2] Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[3] Sichuan Univ, Sch Chem Engn, Chengdu 610065, Sichuan, Peoples R China
基金
欧盟地平线“2020”; 英国生物技术与生命科学研究理事会;
关键词
microbial interactions; microbial growth models; time-series data; population dynamics; thermodynamic inhibition; MICROBIAL-METABOLISM; GUT MICROBIOTA; KINETICS; GROWTH; COMPETITION; PRINCIPLES; ENERGETICS; BACTERIA; HYDROGEN;
D O I
10.1098/rsif.2020.0053
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Microbial communities are complex dynamical systems harbouring many species interacting together to implement higher-level functions. Among these higher-level functions, conversion of organic matter into simpler building blocks by microbial communities underpins biogeochemical cycles and animal and plant nutrition, and is exploited in biotechnology. A prerequisite to predicting the dynamics and stability of community-mediated metabolic conversions is the development and calibration of appropriate mathematical models. Here, we present a generic, extendable thermodynamic model for community dynamics and calibrate a key parameter of this thermodynamic model, the minimum energy requirement associated with growth-supporting metabolic pathways, using experimental population dynamics data from synthetic communities composed of a sulfate reducer and two methanogens. Our findings show that accounting for thermodynamics is necessary in capturing the experimental population dynamics of these synthetic communities that feature relevant species using low energy growth pathways. Furthermore, they provide the first estimates for minimum energy requirements of methanogenesis (in the range of -30 kJ mol(-1)) and elaborate on previous estimates of lactate fermentation by sulfate reducers (in the range of -30 to -17 kJ mol(-1) depending on the culture conditions). The open-source nature of the developed model and demonstration of its use for estimating a key thermodynamic parameter should facilitate further thermodynamic modelling of microbial communities.
引用
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页数:11
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