Comparative metabolomics in vegans and omnivores reveal constraints on diet-dependent gut microbiota metabolite production

Objective The consumption of an agrarian diet is associated with a reduced risk for many diseases associated with a ‘Westernised’ lifestyle. Studies suggest that diet affects the gut microbiota, which subsequently influences the metabolome, thereby connecting diet, microbiota and health. However, the degree to which diet influences the composition of the gut microbiota is controversial. Murine models and studies comparing the gut microbiota in humans residing in agrarian versus Western societies suggest that the influence is large. To separate global environmental influences from dietary influences, we characterised the gut microbiota and the host metabolome of individuals consuming an agrarian diet in Western society. Design and results Using 16S rRNA-tagged sequencing as well as plasma and urinary metabolomic platforms, we compared measures of dietary intake, gut microbiota composition and the plasma metabolome between healthy human vegans and omnivores, sampled in an urban USA environment. Plasma metabolome of vegans differed markedly from omnivores but the gut microbiota was surprisingly similar. Unlike prior studies of individuals living in agrarian societies, higher consumption of fermentable substrate in vegans was not associated with higher levels of faecal short chain fatty acids, a finding confirmed in a 10-day controlled feeding experiment. Similarly, the proportion of vegans capable of producing equol, a soy-based gut microbiota metabolite, was less than that was reported in Asian societies despite the high consumption of soy-based products. Conclusions Evidently, residence in globally distinct societies helps determine the composition of the gut microbiota that, in turn, influences the production of diet-dependent gut microbial metabolites.

[1]  S. Cai,et al.  Identification of biochemical changes in lactovegetarian urine using 1H NMR spectroscopy and pattern recognition , 2010, Analytical and bioanalytical chemistry.

[2]  K. Setchell,et al.  Exposure of infants to phyto-oestrogens from soy-based infant formula , 1997, The Lancet.

[3]  Rob Knight,et al.  High-fat diet determines the composition of the murine gut microbiome independently of obesity. , 2009, Gastroenterology.

[4]  J. Lampe,et al.  Experimental Biology and Medicine Minireview Gut Bacterial Metabolism of the Soy Isoflavone Daidzein: Exploring the Relevance to Human Health , 2022 .

[5]  Oku Hirosuke,et al.  PRECURSOR ROLE OF BRANCHED-CHAIN AMINO ACIDS IN THE BIOSYNTHESIS OF ISO AND ANTEISO FATTY ACIDS IN RAT SKIN , 1994 .

[6]  H. Flint,et al.  Ruminococcus bromii is a keystone species for the degradation of resistant starch in the human colon , 2012, The ISME Journal.

[7]  G. Michel,et al.  Transfer of carbohydrate-active enzymes from marine bacteria to Japanese gut microbiota , 2010, Nature.

[8]  Min Han,et al.  Monomethyl Branched-Chain Fatty Acids Play an Essential Role in Caenorhabditis elegans Development , 2004, PLoS biology.

[9]  W. Scheppach,et al.  Fecal short-chain fatty acid (SCFA) analysis by capillary gas-liquid chromatography. , 1987, The American journal of clinical nutrition.

[10]  J. Clemente,et al.  Diet Drives Convergence in Gut Microbiome Functions Across Mammalian Phylogeny and Within Humans , 2011, Science.

[11]  J. Nicholson,et al.  Gut microbiota composition and activity in relation to host metabolic phenotype and disease risk. , 2012, Cell metabolism.

[12]  William A. Walters,et al.  QIIME allows analysis of high-throughput community sequencing data , 2010, Nature Methods.

[13]  H. Adlercreutz,et al.  Metabolism of isoflavones and lignans by the gut microflora: a study in germ-free and human flora associated rats. , 2003, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[14]  P. Duez,et al.  Metabolic, nutritional, iatrogenic, and artifactual sources of urinary organic acids: a comprehensive table. , 2002, Clinical chemistry.

[15]  F. Bushman,et al.  Linking Long-Term Dietary Patterns with Gut Microbial Enterotypes , 2011, Science.

[16]  J. Lindon,et al.  Stability and robustness of human metabolic phenotypes in response to sequential food challenges. , 2012, Journal of proteome research.

[17]  W. Craig Health effects of vegan diets. , 2009, The American journal of clinical nutrition.

[18]  D. Sinderen,et al.  Gut microbiota composition correlates with diet and health in the elderly , 2012, Nature.

[19]  H. Flint,et al.  Reduced Dietary Intake of Carbohydrates by Obese Subjects Results in Decreased Concentrations of Butyrate and Butyrate-Producing Bacteria in Feces , 2006, Applied and Environmental Microbiology.

[20]  J. Clemente,et al.  Human gut microbiome viewed across age and geography , 2012, Nature.

[21]  M. Bennett,et al.  Urine organic acid analysis for inherited metabolic disease using gas chromatography-mass spectrometry. , 2010, Methods in molecular biology.

[22]  F. Bushman,et al.  Intestinal microbiota metabolism of L-carnitine, a nutrient in red meat, promotes atherosclerosis , 2013, Nature Medicine.

[23]  J. Gordon,et al.  A humanized gnotobiotic mouse model of host-archaeal-bacterial mutualism. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[24]  Barbara M. Bakker,et al.  The role of short-chain fatty acids in the interplay between diet, gut microbiota, and host energy metabolism , 2013, Journal of Lipid Research.

[25]  Mathieu Almeida,et al.  Dietary intervention impact on gut microbial gene richness , 2013, Nature.

[26]  R. Knight,et al.  Evolution of Mammals and Their Gut Microbes , 2008, Science.

[27]  S. Massart,et al.  Impact of diet in shaping gut microbiota revealed by a comparative study in children from Europe and rural Africa , 2010, Proceedings of the National Academy of Sciences.

[28]  Y. Bao,et al.  The footprints of gut microbial-mammalian co-metabolism. , 2011, Journal of proteome research.

[29]  S. Riordan,et al.  The lactulose breath hydrogen test and small intestinal bacterial overgrowth. , 1996, The American journal of gastroenterology.

[30]  B. White,et al.  Biomass utilization by gut microbiomes. , 2014, Annual review of microbiology.

[31]  F. Bushman,et al.  DNA bar coding and pyrosequencing to identify rare HIV drug resistance mutations , 2007, Nucleic acids research.

[32]  J. Parkhill,et al.  Dominant and diet-responsive groups of bacteria within the human colonic microbiota , 2011, The ISME Journal.

[33]  Elisabeth M. Bik,et al.  Distinct Distal Gut Microbiome Diversity and Composition in Healthy Children from Bangladesh and the United States , 2013, PloS one.

[34]  P. Bork,et al.  A human gut microbial gene catalogue established by metagenomic sequencing , 2010, Nature.

[35]  Brian J. Bennett,et al.  Gut flora metabolism of phosphatidylcholine promotes cardiovascular disease , 2011, Nature.

[36]  Lawrence A. David,et al.  Diet rapidly and reproducibly alters the human gut microbiome , 2013, Nature.

[37]  A. Iskandrian,et al.  The scope of coronary heart disease in patients with chronic kidney disease. , 2009, Journal of the American College of Cardiology.

[38]  Erin E. Carlson,et al.  Targeted profiling: quantitative analysis of 1H NMR metabolomics data. , 2006, Analytical chemistry.

[39]  Shuying S Li,et al.  High concordance of daidzein-metabolizing phenotypes in individuals measured 1 to 3 years apart , 2005, British Journal of Nutrition.

[40]  F. M. Campos,et al.  Wine phenolic compounds influence the production of volatile phenols by wine‐related lactic acid bacteria , 2011, Journal of applied microbiology.

[41]  E. Zoetendal,et al.  Diet, microbiota, and microbial metabolites in colon cancer risk in rural Africans and African Americans. , 2013, The American journal of clinical nutrition.

[42]  E. Balskus,et al.  Microbial conversion of choline to trimethylamine requires a glycyl radical enzyme , 2012, Proceedings of the National Academy of Sciences.

[43]  M. Kuskowski,et al.  Stability of human methanogenic flora over 35 years and a review of insights obtained from breath methane measurements. , 2006, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[44]  R. Milne,et al.  Accumulation of trimethylamine and trimethylamine-N-oxide in end-stage renal disease patients undergoing haemodialysis. , 2006, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

[45]  K. Verbeke,et al.  Free serum concentrations of the protein-bound retention solute p-cresol predict mortality in hemodialysis patients. , 2006, Kidney international.

[46]  Curtis Huttenhower,et al.  Microbial Co-occurrence Relationships in the Human Microbiome , 2012, PLoS Comput. Biol..

[47]  P. Magee Is equol production beneficial to health? , 2010, Proceedings of the Nutrition Society.

[48]  Young-S. Kim,et al.  Comparison of fermented soybean paste (Doenjang) prepared by different methods based on profiling of volatile compounds. , 2011, Journal of food science.

[49]  Jesse R. Zaneveld,et al.  Predictive functional profiling of microbial communities using 16S rRNA marker gene sequences , 2013, Nature Biotechnology.

[50]  F. Bornet,et al.  Relations between transit time, fermentation products, and hydrogen consuming flora in healthy humans. , 1996, Gut.

[51]  H. Flint,et al.  Colonic bacterial metabolites and human health. , 2013, Current opinion in microbiology.

[52]  R. Knight,et al.  Error-correcting barcoded primers for pyrosequencing hundreds of samples in multiplex , 2008, Nature Methods.

[53]  D. Bauman,et al.  Branched Chain Fatty Acid Content of United States Retail Cow’s Milk and Implications for Dietary Intake , 2011, Lipids.

[54]  F. Bushman,et al.  Sampling and pyrosequencing methods for characterizing bacterial communities in the human gut using 16S sequence tags , 2010, BMC Microbiology.