Systems-level characterization of a host-microbe metabolic symbiosis in the mammalian gut

被引:148
作者
Heinken, Almut [1 ]
Sahoo, Swagatika [1 ]
Fleming, Ronan M. T. [1 ,2 ]
Thiele, Ines [1 ,3 ]
机构
[1] Univ Iceland, Ctr Syst Biol, Reykjavik, Iceland
[2] Univ Iceland, Fac Med, Dept Biochem & Mol Biol, Reykjavik, Iceland
[3] Univ Iceland, Mech Engn & Comp Sci, Fac Ind Engn, Reykjavik, Iceland
关键词
systems biology; computational modeling; metabolism; host-microbe interactions; Bacteroides thetaiotaomicron; constraint-based modeling; Mus musculus;
D O I
10.4161/gmic.22370
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
The human gut microbiota consists of ten times more microorganisms than there are cells in our body, processes otherwise indigestible nutrients, and produces important energy precursors, essential amino acids, and vitamins. In this study, we assembled and validated a genome-scale metabolic reconstruction of Bacteroides thetaiotaomicron (iAH991), a prominent representative of the human gut microbiota, consisting of 1,488 reactions, 1,152 metabolites, and 991 genes. To create a comprehensive metabolic model of host-microbe interactions, we integrated iAH991 with a previously published mouse metabolic reconstruction, which was extended for intestinal transport and absorption reactions. The two metabolic models were linked through a joint compartment, the lumen, allowing metabolite exchange and providing a route for simulating different dietary regimes. The resulting model consists of 7,239 reactions, 5,164 metabolites, and 2,769 genes. We simultaneously modeled growth of mouse and B. thetaiotaomicron on five different diets varying in fat, carbohydrate, and protein content. The integrated model captured mutually beneficial cross-feeding as well as competitive interactions. Furthermore, we identified metabolites that were exchanged between the two organisms, which were compared with published metabolomics data. This analysis resulted for the first time in a comprehensive description of the co-metabolism between a host and its commensal microbe. We also demonstrate in silico that the presence of B. thetaiotaomicron could rescue the growth phenotype of the host with an otherwise lethal enzymopathy and vice versa. This systems approach represents a powerful tool for modeling metabolic interactions between a gut microbe and its host in health and disease.
引用
收藏
页码:28 / 40
页数:13
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