Potential TMA-Producing Bacteria Are Ubiquitously Found in Mammalia

被引:91
作者
Rath, Silke [1 ]
Rud, Tatjana [1 ]
Pieper, Dietmar H. [1 ]
Vital, Marius [1 ,2 ]
机构
[1] Helmholtz Ctr Infect Res, Microbial Interact & Proc Res Grp, Braunschweig, Germany
[2] Hannover Med Sch, Inst Med Microbiol & Hosp Epidemiol, Hannover, Germany
关键词
trimethylamine; choline; carnitine; betaine; gut microbiota; diet; mammals; microbial ecology; GUT MICROBIOTA; METABOLISM; DIET; PHOSPHATIDYLCHOLINE; PHYLOGENY; CARNITINE;
D O I
10.3389/fmicb.2019.02966
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Human gut bacteria metabolize dietary components such as choline and carnitine to trimethylamine (TMA) that is subsequently oxidized to trimethylamine-N-oxide (TMAO) by hepatic enzymes. Increased plasma levels of TMAO are associated with the development of cardiovascular and renal disease. In this study, we applied gene-targeted assays in order to quantify (qPCR) and characterize (MiSeq) bacterial genes encoding enzymes responsible for TMA production, namely choline-TMA lyase (CutC), carnitine oxygenase (CntA) and betaine reductase (GrdH) in 89 fecal samples derived from various mammals spanning three dietary groups (carnivores, omnivores and herbivores) and four host orders (Carnivora, Primates, Artiodactyla and Perissodactyla). All samples contained potential TMA-producing bacteria, however, at low abundances (<1.2% of total community). The cutC gene was more abundant in omnivores and carnivores compared with herbivores. CntA was almost absent from herbivores and grdH showed lowest average abundance of all three genes. Bacteria harboring cutC and grdH displayed high diversities where sequence types affiliated with various taxa within Firmicutes dominated, whereas cntA comprised sequences primarily linked to Escherichia. Composition of TMA-forming communities was strongly influenced by diet and host taxonomy and despite their high correlation, both factors contributed uniquely to community structure. Furthermore, Random Forest (RF) models could differentiate between groups at high accuracies. This study gives a comprehensive overview of potential TMA-producing bacteria in the mammalian gut demonstrating that both diet and host taxonomy govern their abundance and composition. It highlights the role of functional redundancy sustaining potential TMA formation in distinct gut environments.
引用
收藏
页数:10
相关论文
共 32 条
[1]   GLYCINE METABOLISM IN ANAEROBES [J].
ANDREESEN, JR .
ANTONIE VAN LEEUWENHOEK INTERNATIONAL JOURNAL OF GENERAL AND MOLECULAR MICROBIOLOGY, 1994, 66 (1-3) :223-237
[2]   Genomics and metagenomics of trimethylamine-utilizing Archaea in the human gut microbiome [J].
Borrel, Guillaume ;
McCann, Angela ;
Deane, Jennifer ;
Neto, Marta C. ;
Lynch, Denise B. ;
Brugere, Jean-Francois ;
O'Toole, Paul W. .
ISME JOURNAL, 2017, 11 (09) :2059-2074
[3]  
Clarke KR., 2014, CHANGE MARINE COMMUN, P256
[4]   Ribosomal Database Project: data and tools for high throughput rRNA analysis [J].
Cole, James R. ;
Wang, Qiong ;
Fish, Jordan A. ;
Chai, Benli ;
McGarrell, Donna M. ;
Sun, Yanni ;
Brown, C. Titus ;
Porras-Alfaro, Andrea ;
Kuske, Cheryl R. ;
Tiedje, James M. .
NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) :D633-D642
[5]   Comparison of the Fecal Microbiota of Healthy Horses and Horses with Colitis by High Throughput Sequencing of the V3-V5 Region of the 16S rRNA Gene [J].
Costa, Marcio C. ;
Arroyo, Luis G. ;
Allen-Vercoe, Emma ;
Staempfli, Henry R. ;
Kim, Peter T. ;
Sturgeon, Amy ;
Weese, J. Scott .
PLOS ONE, 2012, 7 (07)
[6]   Diet rapidly and reproducibly alters the human gut microbiome [J].
David, Lawrence A. ;
Maurice, Corinne F. ;
Carmody, Rachel N. ;
Gootenberg, David B. ;
Button, Julie E. ;
Wolfe, Benjamin E. ;
Ling, Alisha V. ;
Devlin, A. Sloan ;
Varma, Yug ;
Fischbach, Michael A. ;
Biddinger, Sudha B. ;
Dutton, Rachel J. ;
Turnbaugh, Peter J. .
NATURE, 2014, 505 (7484) :559-+
[7]   Impact of diet in shaping gut microbiota revealed by a comparative study in children from Europe and rural Africa [J].
De Filippo, Carlotta ;
Cavalieri, Duccio ;
Di Paola, Monica ;
Ramazzotti, Matteo ;
Poullet, Jean Baptiste ;
Massart, Sebastien ;
Collini, Silvia ;
Pieraccini, Giuseppe ;
Lionetti, Paolo .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (33) :14691-14696
[8]   Unraveling the processes shaping mammalian gut microbiomes over evolutionary time [J].
Groussin, Mathieu ;
Mazel, Florent ;
Sanders, Jon G. ;
Smillie, Chris S. ;
Lavergne, Sebastien ;
Thuiller, Wilfried ;
Alm, Eric J. .
NATURE COMMUNICATIONS, 2017, 8
[9]   Gut microbiomes of wild great apes fluctuate seasonally in response to diet [J].
Hicks, Allison L. ;
Lee, Kerry Jo ;
Couto-Rodriguez, Mara ;
Patel, Juber ;
Sinha, Rohini ;
Guo, Cheng ;
Olson, Sarah H. ;
Seimon, Anton ;
Seimon, Tracie A. ;
Ondzie, Alain U. ;
Karesh, William B. ;
Reed, Patricia ;
Cameron, Kenneth N. ;
Lipkin, W. Ian ;
Williams, Brent L. .
NATURE COMMUNICATIONS, 2018, 9
[10]   Metagenomic data-mining reveals contrasting microbial populations responsible for trimethylamine formation in human gut and marine ecosystems [J].
Jameson, Eleanor ;
Doxey, Andrew C. ;
Airs, Ruth ;
Purdy, Kevin J. ;
Murrell, J. Colin ;
Chen, Yin .
MICROBIAL GENOMICS, 2016, 2 (09) :e000080