A metabolomic view of how the human gut microbiota impacts the host metabolome using humanized and gnotobiotic mice

被引:270
作者
Marcobal, A. [1 ]
Kashyap, P. C. [1 ,2 ]
Nelson, T. A. [3 ]
Aronov, P. A. [4 ]
Donia, M. S. [5 ,6 ]
Spormann, A. [3 ]
Fischbach, M. A. [5 ,6 ]
Sonnenburg, J. L. [1 ]
机构
[1] Stanford Univ, Sch Med, Dept Microbiol & Immunol, Stanford, CA 94305 USA
[2] Mayo Clin, Dept Gastroenterol & Hepatol, Rochester, MN USA
[3] Stanford Univ, Sch Med, Dept Chem Engn, Stanford, CA 94305 USA
[4] Stanford Univ, Vincent Coates Fdn, Mass Spectrometry Lab, Stanford, CA 94305 USA
[5] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
[6] Univ Calif San Francisco, Calif Inst Quantitat Biosci, San Francisco, CA 94143 USA
基金
美国国家卫生研究院;
关键词
metabolomics; humanized mice; gut microbiota; UPLC-MS; DIET; DIVERSITY; FLORA; MICROFLORA;
D O I
10.1038/ismej.2013.89
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Defining the functional status of host-associated microbial ecosystems has proven challenging owing to the vast number of predicted genes within the microbiome and relatively poor understanding of community dynamics and community-host interaction. Metabolomic approaches, in which a large number of small molecule metabolites can be defined in a biological sample, offer a promising avenue to 'fingerprint' microbiota functional status. Here, we examined the effects of the human gut microbiota on the fecal and urinary metabolome of a humanized (HUM) mouse using an optimized ultra performance liquid chromatography-mass spectrometry-based method. Differences between HUM and conventional mouse urine and fecal metabolomic profiles support host-specific aspects of the microbiota's metabolomic contribution, consistent with distinct microbial compositions. Comparison of microbiota composition and metabolome of mice humanized with different human donors revealed that the vast majority of metabolomic features observed in donor samples are produced in the corresponding HUM mice, and individual-specific features suggest 'personalized' aspects of functionality can be reconstituted in mice. Feeding the mice a defined, custom diet resulted in modification of the metabolite signatures, illustrating that host diet provides an avenue for altering gut microbiota functionality, which in turn can be monitored via metabolomics. Using a defined model microbiota consisting of one or two species, we show that simplified communities can drive major changes in the host metabolomic profile. Our results demonstrate that metabolomics constitutes a powerful avenue for functional characterization of the intestinal microbiota and its interaction with the host.
引用
收藏
页码:1933 / 1943
页数:11
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