Uncovering the trimethylamine-producing bacteria of the human gut microbiota

被引:446
作者
Rath, Silke [1 ]
Heidrich, Benjamin [1 ,2 ]
Pieper, Dietmar H. [1 ]
Vital, Marius [1 ]
机构
[1] Helmholtz Ctr Infect Res, Microbial Interact & Proc Res Grp, Inhoffenstr 7, D-38124 Braunschweig, Germany
[2] Hannover Med Sch, Dept Gastroenterol Hepatol & Endocrinol, Hannover, Germany
关键词
Trimethylamine; Gut microbiota; Microbiome; Atherosclerosis; Cardiovascular disease; Functional diagnostics; L-CARNITINE; METABOLISM; PHOSPHATIDYLCHOLINE; DATABASE;
D O I
10.1186/s40168-017-0271-9
中图分类号
Q93 [微生物学];
学科分类号
071005 [微生物学];
摘要
Background: Trimethylamine (TMA), produced by the gut microbiota from dietary quaternary amines (mainly choline and carnitine), is associated with atherosclerosis and severe cardiovascular disease. Currently, little information on the composition of TMA producers in the gut is available due to their low abundance and the requirement of specific functional-based detection methods as many taxa show disparate abilities to produce that compound. Results: In order to examine the TMA-forming potential of microbial communities, we established databases for the key genes of the main TMA-synthesis pathways, encoding choline TMA-lyase (cutC) and carnitine oxygenase (cntA), using a multi-level screening approach on 67,134 genomes revealing 1107 and 6738 candidates to exhibit cutC and cntA, respectively. Gene-targeted assays enumerating the TMA-producing community by quantitative PCR and characterizing its composition via Illumina sequencing were developed and applied on human fecal samples (n = 50) where all samples contained potential TMA producers (cutC was detected in all individuals, whereas only 26% harbored cntA) constituting, however, only a minor part of the total community (below 1% in most samples). Obtained cutC amplicons were associated with various taxa, in particular with Clostridium XIVa strains and Eubacterium sp. strain AB3007, though a bulk of sequences displayed low nucleotide identities to references (average 86% +/- 7%) indicating that key human TMA producers are yet to be isolated. Co-occurrence analysis revealed specific groups governing the community structure of cutC-exhibiting taxa across samples. CntA amplicons displayed high identities (similar to 99%) to Gammaproteobacteria-derived references, primarily from Escherichia coli. Metagenomic analysis of samples provided by the Human Microbiome Project (n = 154) confirmed the abundance patterns as well as overall taxonomic compositions obtained with our assays, though at much lower resolution, whereas 16S ribosomal RNA gene sequence analysis could not adequately uncover the TMA-producing potential. Conclusions: In this study, we developed a diagnostic framework that enabled the quantification and comprehensive characterization of the TMA-producing potential in human fecal samples. The key players were identified, and together with predictions on their environmental niches using functional genomics on most closely related reference strains, we provide crucial information for the development of specific treatment strategies to restrain TMA producers and limit their proliferation.
引用
收藏
页数:14
相关论文
共 31 条
[1]
Enterotypes of the human gut microbiome [J].
Arumugam, Manimozhiyan ;
Raes, Jeroen ;
Pelletier, Eric ;
Le Paslier, Denis ;
Yamada, Takuji ;
Mende, Daniel R. ;
Fernandes, Gabriel R. ;
Tap, Julien ;
Bruls, Thomas ;
Batto, Jean-Michel ;
Bertalan, Marcelo ;
Borruel, Natalia ;
Casellas, Francesc ;
Fernandez, Leyden ;
Gautier, Laurent ;
Hansen, Torben ;
Hattori, Masahira ;
Hayashi, Tetsuya ;
Kleerebezem, Michiel ;
Kurokawa, Ken ;
Leclerc, Marion ;
Levenez, Florence ;
Manichanh, Chaysavanh ;
Nielsen, H. Bjorn ;
Nielsen, Trine ;
Pons, Nicolas ;
Poulain, Julie ;
Qin, Junjie ;
Sicheritz-Ponten, Thomas ;
Tims, Sebastian ;
Torrents, David ;
Ugarte, Edgardo ;
Zoetendal, Erwin G. ;
Wang, Jun ;
Guarner, Francisco ;
Pedersen, Oluf ;
de Vos, Willem M. ;
Brunak, Soren ;
Dore, Joel ;
Weissenbach, Jean ;
Ehrlich, S. Dusko ;
Bork, Peer .
NATURE, 2011, 473 (7346) :174-180
[2]
Complex Carbohydrate Utilization by the Healthy Human Microbiome [J].
Cantarel, Brandi L. ;
Lombard, Vincent ;
Henrissat, Bernard .
PLOS ONE, 2012, 7 (06)
[3]
Christodoulou J., 2012, J PAEDIATR CHILD H, V48, P2011
[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]
Microbial conversion of choline to trimethylamine requires a glycyl radical enzyme [J].
Craciun, Smaranda ;
Balskus, Emily P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (52) :21307-21312
[6]
Microbiology Meets Big Data: The Case of Gut Microbiota-Derived Trimethylamine [J].
Falony, Gwen ;
Vieira-Silva, Sara ;
Raes, Jeroen .
ANNUAL REVIEW OF MICROBIOLOGY, VOL 69, 2015, 69 :305-321
[7]
Microbial Community Analysis with Ribosomal Gene Fragments from Shotgun Metagenomes [J].
Guo, Jiarong ;
Cole, James R. ;
Zhang, Qingpeng ;
Brown, C. Titus ;
Tiedje, James M. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2016, 82 (01) :157-166
[8]
Symptomatic atherosclerosis is associated with an altered gut metagenome [J].
Karlsson, Fredrik H. ;
Fak, Frida ;
Nookaew, Intawat ;
Tremaroli, Valentina ;
Fagerberg, Bjorn ;
Petranovic, Dina ;
Backhed, Fredrik ;
Nielsen, Jens .
NATURE COMMUNICATIONS, 2012, 3
[9]
γ-Butyrobetaine Is a Proatherogenic Intermediate in Gut Microbial Metabolism of L-Carnitine to TMAO [J].
Koeth, Robert A. ;
Levison, Bruce S. ;
Culley, Miranda K. ;
Buffa, Jennifer A. ;
Wang, Zeneng ;
Gregory, Jill C. ;
Org, Elin ;
Wu, Yuping ;
Li, Lin ;
Smith, Jonathan D. ;
Tang, W. H. Wilson ;
DiDonato, Joseph A. ;
Lusis, Aldons J. ;
Hazen, Stanley L. .
CELL METABOLISM, 2014, 20 (05) :799-812
[10]
Intestinal microbiota metabolism of L-carnitine, a nutrient in red meat, promotes atherosclerosis [J].
Koeth, Robert A. ;
Wang, Zeneng ;
Levison, Bruce S. ;
Buffa, Jennifer A. ;
Org, Elin ;
Sheehy, Brendan T. ;
Britt, Earl B. ;
Fu, Xiaoming ;
Wu, Yuping ;
Li, Lin ;
Smith, Jonathan D. ;
DiDonato, Joseph A. ;
Chen, Jun ;
Li, Hongzhe ;
Wu, Gary D. ;
Lewis, James D. ;
Warrier, Manya ;
Brown, J. Mark ;
Krauss, Ronald M. ;
Tang, W. H. Wilson ;
Bushman, Frederic D. ;
Lusis, Aldons J. ;
Hazen, Stanley L. .
NATURE MEDICINE, 2013, 19 (05) :576-585