Distinct signatures of host-microbial meta-metabolome and gut microbiome in two C57BL/6 strains under high-fat diet

被引:108
作者
Walker, Alesia [1 ]
Pfitzner, Barbara [2 ]
Neschen, Susanne [3 ]
Kahle, Melanie [3 ]
Harir, Mourad [1 ]
Lucio, Marianna [1 ]
Moritz, Franco [1 ]
Tziotis, Dimitrios [1 ]
Witting, Michael [1 ]
Rothballer, Michael [2 ]
Engel, Marion [4 ]
Schmid, Michael [2 ]
Endesfelder, David [5 ]
Klingenspor, Martin [6 ,7 ]
Rattei, Thomas [8 ]
Castell, Wolfgang zu [5 ]
de Angelis, Martin Hrabe [3 ]
Hartmann, Anton [2 ]
Schmitt-Kopplin, Philippe [1 ,9 ]
机构
[1] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Res Unit Analyt BioGeoChem BGC, D-85764 Neuherberg, Germany
[2] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Res Grp Mol Microbial Ecol, Res Unit Microbe Plant Interact, D-85764 Neuherberg, Germany
[3] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Expt Genet, D-85764 Neuherberg, Germany
[4] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Res Unit Environm Genom, D-85764 Neuherberg, Germany
[5] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Sci Comp Res Unit, D-85764 Neuherberg, Germany
[6] Tech Univ Munich, Else Kroner Fresenius Ctr, Freising Weihenstephan, Germany
[7] ZIEL Res Ctr Nutr & Food Sci, Freising Weihenstephan, Germany
[8] Univ Vienna, Dept Computat Syst Biol, Vienna, Austria
[9] Tech Univ Munich, Chair Analyt Food Chem, Freising Weihenstephan, Germany
关键词
obesity; metabolomics; bile acids; mass spectrometry; gut microbiome; 16S-rRNA amplicon pyrosequencing; FAST-ATOM-BOMBARDMENT; BILE-ACID SYNTHESIS; INDUCED OBESITY; LYSOPHOSPHATIDIC ACID; GLUCOSE-HOMEOSTASIS; INSULIN-RESISTANCE; MASS-SPECTROMETRY; WEIGHT-LOSS; CORN BRAN; SYSTEMS;
D O I
10.1038/ismej.2014.79
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
A combinatory approach using metabolomics and gut microbiome analysis techniques was performed to unravel the nature and specificity of metabolic profiles related to gut ecology in obesity. This study focused on gut and liver metabolomics of two different mouse strains, the C57BL/6J (C57J) and the C57BL/6N (C57N) fed with high-fat diet (HFD) for 3 weeks, causing diet-induced obesity in C57N, but not in C57J mice. Furthermore, a 16S-ribosomal RNA comparative sequence analysis using 454 pyrosequencing detected significant differences between the microbiome of the two strains on phylum level for Firmicutes, Deferribacteres and Proteobacteria that propose an essential role of the microbiome in obesity susceptibility. Gut microbial and liver metabolomics were followed by a combinatory approach using Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR-MS) and ultra performance liquid chromatography time of tlight MS/MS with subsequent multivariate statistical analysis, revealing distinctive host and microbial metabolome patterns between the C57J and the C57N strain. Many taurine-conjugated bile acids (TBAs) were significantly elevated in the cecum and decreased in liver samples from the C57J phenotype likely displaying different energy utilization behavior by the bacterial community and the host. Furthermore, several metabolite groups could specifically be associated with the C57N phenotype involving fatty acids, eicosanoids and urobilinoids. The mass differences based metabolite network approach enabled to extend the range of known metabolites to important bile acids (BAs) and novel taurine conjugates specific for both strains. In summary, our study showed clear alterations of the metabolome in the gastrointestinal tract and liver within a HFD-induced obesity mouse model in relation to the host-microbial nutritional adaptation.
引用
收藏
页码:2380 / 2396
页数:17
相关论文
共 104 条
[1]   Effect of Antibiotic Treatment on the Intestinal Metabolome [J].
Antunes, L. Caetano M. ;
Han, Jun ;
Ferreira, Rosana B. R. ;
Lolic, Petra ;
Borchers, Christoph H. ;
Finlay, B. Brett .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2011, 55 (04) :1494-1503
[2]   The gut microbiota as an environmental factor that regulates fat storage [J].
Bäckhed, F ;
Ding, H ;
Wang, T ;
Hooper, LV ;
Koh, GY ;
Nagy, A ;
Semenkovich, CF ;
Gordon, JI .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (44) :15718-15723
[3]   Mechanisms underlying the resistance to diet-induced obesity in germ-free mice [J].
Backhed, Fredrik ;
Manchester, Jill K. ;
Semenkovich, Clay F. ;
Gordon, Jeffrey I. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (03) :979-984
[4]   Partial least squares for discrimination [J].
Barker, M ;
Rayens, W .
JOURNAL OF CHEMOMETRICS, 2003, 17 (03) :166-173
[5]   Metabolic Phenotyping of the Crohn's Disease-like IBD Etiopathology in the TNFΔARE/WT Mouse Model [J].
Baur, Pia ;
Martin, Francois-Pierre ;
Gruber, Lisa ;
Bosco, Nabil ;
Brahmbhatt, Viral ;
Collino, Sebastiano ;
Guy, Philippe ;
Montoliu, Ivan ;
Rozman, Jan ;
Klingenspor, Martin ;
Tavazzi, Isabelle ;
Thorimbert, Anita ;
Rezzi, Serge ;
Kochhar, Sunil ;
Benyacoub, Jalil ;
Kollias, George ;
Haller, Dirk .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (12) :5523-5535
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]  
BOOTH AN, 1960, J BIOL CHEM, V235, P2649
[8]   OPLS discriminant analysis:: combining the strengths of PLS-DA and SIMCA classification [J].
Bylesjo, Max ;
Rantalainen, Mattias ;
Cloarec, Olivier ;
Nicholson, Jeremy K. ;
Holmes, Elaine ;
Trygg, Johan .
JOURNAL OF CHEMOMETRICS, 2006, 20 (8-10) :341-351
[9]   The global epidemic of obesity: An overview [J].
Caballero, Benjamin .
EPIDEMIOLOGIC REVIEWS, 2007, 29 :1-5
[10]   Gut microbiome-derived metabolites characterize a peculiar obese urinary metabotype [J].
Calvani, R. ;
Miccheli, A. ;
Capuani, G. ;
Miccheli, A. Tomassini ;
Puccetti, C. ;
Delfini, M. ;
Iaconelli, A. ;
Nanni, G. ;
Mingrone, G. .
INTERNATIONAL JOURNAL OF OBESITY, 2010, 34 (06) :1095-1098