Cited by 526Gut microbiota and healthOral microbiology and periodontitis researchMicrobial Community Ecology and Physiology

Uncovering the trimethylamine-producing bacteria of the human gut microbiota

Open access
Rath, Silke, Heidrich, Benjamin, Pieper, Dietmar H., Vital, Marius·2017·Microbiome

Abstract

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 (~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.

AI snapshot

Written from the paper’s full text.

TL;DR

The paper builds databases and gene-targeted qPCR/sequencing assays for the gut microbial trimethylamine (TMA)-synthesis genes cutC and cntA, then applies them to human fecal samples. It finds that potential TMA producers are common but low-abundance, with cutC dominated by diverse Clostridium XIVa-related sequences and cntA mostly Escherichia coli-like Gammaproteobacteria.

Key findings

  • Screening 67,134 PATRIC genomes yielded final databases of 1114 cutC candidate genes (454 unique proteins) and 6772 cntA candidate genes (491 unique proteins); the abstract reports 1107 cutC and 6738 cntA candidates.
  • In 50 human fecal samples, cutC was detected in all individuals at an average of 0.16% ± 0.15% of total bacteria, while cntA was quantified in 13 samples (26%) at 0.03–2.17%, with only three samples ≥0.5%.
  • cutC amplicons were diverse and often only distantly related to references (average 86% ± 7% nucleotide identity), mainly resembling Clostridium XIVa strains and Eubacterium sp. strain AB3007; cntA amplicons were highly similar to references (99.5% ± 0.5%), primarily Escherichia coli/Gammaproteobacteria.
  • In 154 Human Microbiome Project metagenomes, 71% harbored cutC/D at an average 0.11% of bacteria and 27% were positive for cntA/B; 16S rRNA gene analysis did not adequately uncover TMA-producing potential.

Methods

  • Databases for cutC and cntA were built using a multi-level HMM screening approach on 67,134 PATRIC genomes, incorporating conserved amino acid sites, phylogenetic distance, and synteny with cutD or cntB.
  • Gene-targeted qPCR and Illumina MiSeq amplicon sequencing assays were developed and applied to 50 human fecal samples, with primer coverage estimated at 93% of unique cutC genes and 96% of unique cntA genes; quantification limit was 5 × 10³ genome copies per reaction.
  • Analyses included 16S rRNA gene profiling, metagenomic screening of 154 HMP samples and reanalysis of 12 atherosclerosis patients versus 13 controls, co-occurrence/ordination of cutC communities, and functional genomic comparisons of Clostridium XIVa strains.

Limitations

  • The paper states that only TMA-producing potential was measured, not gene expression or actual TMA production; volunteer metadata varied substantially and hindered identification of specific host factors governing the community.
  • The paper states that metagenomic depth was insufficient for assembly of low-abundance targets, and the atherosclerosis reanalysis had low sample size and non-significant differences despite about twofold higher median cutC/cntA abundances in patients.
  • The paper notes primer coverage gaps (some Betaproteobacteria for cntA; some Streptococcus for cutC) and unspecific cntA amplification requiring per-sample quality control; evident from the text, the study is cross-sectional and does not directly link gene abundance to TMA/TMAO serum concentrations.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1186/s40168-017-0271-9

Cites

32 of 32 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 31 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    A separation between samples containing either cluster a or b was detected.

    “In particular, a separation between samples containing either cluster a or b was detected.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • Findingown data

    Gene-abundance results did not significantly correlate with any subject parameters presented in Additional file 5.

    “Gene-abundance results did not significantly correlate with any subject parameters presented in Additional file 5.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • Findingown data

    The database developed in this study unequivocally shows that the vast amount of genomes exhibits a single copy of the cntA/yeaW gene group.

    “Importantly, a recent report based on a genome-screening approach suggesting that numerous taxa contain both cntA/B and yeaW/X is misleading [11] as the database developed in this study unequivocally shows that the vast amount of genomes exhibits a single copy of this gene group.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [11] Falony G, Vieira-Silva S, Raes J. Microbiology meets big data: the case of gut microbiota-derived trimethylamine. Annu Rev Microbiol. 2015;69:305–21. source

      Not checked in the free run.

  • Findingown data

    The majority of reads indicating the presence of cutC/D were similar to genes of Clostridium XIVa or Eubacterium sp. strain AB3007.

    “As shown by amplicon sequencing, the majority of reads indicating the presence of cutC/D were similar to genes of Clostridium XIVa or Eubacterium sp. strain AB3007.”
    Quote in the paperSubstantial claim
  • Findingown data

    Target genes were detected in all samples.

    “Target genes were detected in all samples”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim. 3
  • May combine two claims. 53
  • Classified as probably not a substantial claim. 23
  • The quote only partly states this claim.

    Findingown data

    Multi-level screening of 67,134 genomes identified 6738 candidate genomes exhibiting cntA.

    “Putative cntA genes were identified in 6738 genomes (491 dereplicated protein sequences)”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    Multi-level screening of 67,134 genomes identified 1107 candidate genomes exhibiting cutC.

    “Putative cutC genes were detected in a total of 1107 genomes (454 dereplicated protein sequences)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Putative cutC genes belong to Proteobacteria, particularly Gamma- and Deltaproteobacteria, and Firmicutes, mainly Clostridia and some Bacilli, as well as a few Actinobacteria.

    “Putative cutC genes were detected in a total of 1107 genomes (454 dereplicated protein sequences) that belong to Proteobacteria (in particular Gamma- and Deltaproteobacteria) and Firmicutes (mainly Clostridia and some Bacilli), as well as a few Actinobacteria”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Strains are predicted to contain 101 ± 79 glycoside hydrolases, 41 ± 13 glycosyltransferases, 25 ± 17 carbohydrate-binding modules, 26 ± 13 carbohydrate esterases, and 4 ± 4 polysaccharide lyases.

    “Overall, strains are predicted to contain 101 ± 79 glycoside hydrolases (GHs), 41 ± 13 glycosyltransferases (GTs), 25 ± 17 carbohydrate-binding modules (CBMs), 26 ± 13 carbohydrate esterases (CEs), and 4 ± 4 polysaccharide lyases (PLs).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    At higher cutoffs of 99 and 98% identity, several thousand cntA clusters were detected and richness drastically declined with decreasing identity cutoffs; only 55 and 14 total clusters were detected at 95 and 90% cutoff values, respectively.

    “At higher cutoffs (99 and 98% identity), several thousand clusters were detected and richness drastically declined with decreasing identity cutoffs. For example, only 55 and 14 total clusters were detected at 95 and 90% cutoff values, respectively.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    All cntA sequences obtained were similar to Gammaproteobacteria, particularly Escherichia/Shigella; closest match analysis revealed 98.1% being closely related to sequences from E. coli.

    “In contrast, all cntA sequences obtained were similar to those previously observed in Gammaproteobacteria, in particular from Escherichia/Shigella (Fig. 2c); closest match analysis revealed 98.1% being closely related to sequences from E. coli (data not shown).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    Screening of HMP contigs for cutC/D yielded similar results: only two samples contained contigs with decent sequence stretches indicating the presence of cutC/D, and those were nearly identical, >99% identity, to Clostridium sp. AT5 sequences.

    “Screening of contigs provided by the Human Microbiome Project (HMP) for cutC/D sequences yielded similar results. Only two samples contained contigs with decent sequence stretches indicating the presence of cutC/D, and those were nearly identical (>99% identity) to Clostridium sp. AT5 sequences (data not shown).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    On average, 76 ± 18 clusters per sample at 90% nucleotide identity were observed, with the majority similar to Firmicutes, particularly Clostridium XIVa strains and Eubacterium sp. strain AB3007.

    “On average, 76 ± 18 clusters per sample (90% nucleotide identity) were observed, where the majority was similar to genes previously observed in Firmicutes, in particular to those of Clostridium XIVa strains and Eubacterium sp. strain AB3007 (Fig. 2b).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    CntA was quantified in 13 samples, with abundances ranging from 0.03 to 2.17% of bacteria possessing cntA, and only three samples had an abundance ≥0.5%.

    “CntA was quantified in 13 samples displaying large abundance differences ranging from 0.03 to 2.17% of bacteria possessing cntA, with only three samples displaying an abundance ≥0.5%.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    All revealed cutC candidates contain a single copy of cutC, except for seven genomes that display double entries.

    “All revealed candidates contain a single copy of cutC, except for seven genomes that display double entries.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    A major part of cutC sequences, especially clusters a-k, were only distantly related to reference sequences and formed separate clades; overall nucleotide similarity of cutC amplicons to references was low, 86% ± 7%.

    “However, a major part of sequences, especially those of clusters a–k (Fig. 2b), were only distantly related to reference sequences and formed separate clades on the tree. Consequently, overall nucleotide similarity of cutC amplicons to reference sequences was low (86% ± 7%).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    Putative cntA genes were identified in 6738 genomes, with the majority in Proteobacteria, especially Gammaproteobacteria mostly derived from Escherichia and Acinetobacter, some in Betaproteobacteria and Epsilonproteobacteria, and two sequences from Enterococcus sp.

    “Putative cntA genes were identified in 6738 genomes (491 dereplicated protein sequences) where the majority was observed in Proteobacteria, especially Gammaproteobacteria (mostly derived from Escherichia and Acinetobacter), and some entries belonging to Betaproteobacteria and Epsilonproteobacteria (Fig. 1b, Additional file 1B, Additional file 2B). Two sequences were obtained from Enterococcus sp.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Global feature analysis based on FIGfams largely reflected 16S rRNA gene phylogeny, where cutC-containing strains span the entire dendrogram and are dominated by three separate groups.

    “Results of global feature analysis based on FIGfams largely reflected 16S rRNA gene phylogeny where cutC-containing strains span the entire dendrogram and are dominated by three separate groups (Additional file 10A).”
    Quote in the paperNot a substantial claim
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    Of those cntA clusters, a few, nine and one at 95 and 90% cutoffs respectively, were observed in >90% of all samples and comprised the majority of obtained sequences.

    “Of those, a few clusters (nine and one, respectively) were observed in >90% of all samples comprising the majority of obtained sequences (Additional file 6B).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    Overall identity of cntA amplicons to reference sequences was high, 99.5% ± 0.5%, and 3 ± 2 clusters per sample at 90% nucleotide identity were detected.

    “Overall, the identity of amplicons to reference sequences was high (99.5% ± 0.5%), and with 3 ± 2 clusters (90% nucleotide identity) detected per sample, the gene diversity was much lower compared to that observed for cutC.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingcitation

    Reanalysis of metagenomes from Karlsson and colleagues indicated increased abundances of bacteria exhibiting the potential to produce TMA by about a factor of 2 in symptomatic atherosclerosis patients (n = 12) compared to healthy controls (n = 13), with median values of 0.39 and 0.11% in patients versus 0.22 and 0% in controls for cutC and cntA, respectively.

    “Our results indicated increased abundances of bacteria exhibiting the potential to produce TMA (by about a factor of 2) in the patient group where the abundances of key genes of both pathways were elevated (median values of 0.39 and 0.11% (patient group) versus 0.22 and 0% (controls) for cutC and cntA, respectively, as a percentage of bacteria calculated to exhibit the genes) (Additional file 8).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [12] Karlsson FH, Fåk F, Nookaew I, Tremaroli V, Fagerberg B, Petranovic D, et al. Symptomatic atherosclerosis is associated with an altered gut metagenome. Nat Commun. 2012;3:1245. source

      Not checked in the free run.

  • May combine two claims.

    Findingcitation

    The established databases present a comprehensive update of previous cutC and cntA gene sequence collections, adding a multitude of new gene sequences.

    “The established databases present a comprehensive update of previous cutC [9] and cntA [7] gene sequence collections adding a multitude of new gene sequences.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [9] Campo AM, Bodea S, Hamer H. Characterization and detection of a widely distributed gene cluster that predicts anaerobic choline utilization by human gut bacteria. MBio. 2015;6:e00042–15.

      Not checked in the free run.

    • cites [7] Zhu Y, Jameson E, Crosatti M, Schäfer H, Rajakumar K, Bugg TDH, et al. Carnitine metabolism to trimethylamine by an unusual Rieske-type oxygenase from human microbiota. Proc Natl Acad Sci U S A. 2014;111:4268–73. source

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    Samples enriched in other clusters linked to clade I form another group, whereas a few distant samples displayed high abundances of clusters tightly related with Clostridium XIVa strains.

    “Samples enriched in other clusters linked to clade I form another group on the plot, whereas a few distant samples displayed high abundances of clusters tightly related with Clostridium XIVa strains.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    Some sequences in the databases are not expected to be amplified: the cntA forward primer does not match a few Betaproteobacteria, and a few cutC sequences observed in Streptococcus show ≥2 mismatches with the reverse primer.

    “Nevertheless, some sequences comprised in our databases are not expected to be amplified, as the cntA forward primer does not match a few Betaproteobacteria, and in the case of cutC, a few sequences observed in Streptococcus show ≥2 mismatches with the reverse primer.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Most sequence reads displayed an identity of only 92.3% ± 7.1% for cutC and 96% ± 6.4% for cutD.

    “However, most sequence reads displayed an identity of only 92.3% ± 7.1% and 96% ± 6.4% for cutC and cutD, respectively.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    C. phytofermentans, Clostridium sp. AT5, and Dorea sp. 5-2 cluster apart displaying ~55% functional similarity with members of the three main groups, while Eubacterium sp. strain AB3007, together with three additional strains, forms the outgroup sharing less than half of FIGfams with other strains.

    “C. phytofermentans, Clostridium sp. AT5, and Dorea sp. 5-2 are clustering apart displaying ~55% functional similarity with members of the three main groups, while Eubacterium sp. strain AB3007, together with three additional strains, forms the outgroup sharing less than half of FIGfams with other strains.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For cutC/D, the majority of contigs from those samples were gene fragments, and only four assembled sequences, two for each gene, with length >50% of median reference gene lengths were obtained from two distinct samples.

    “For cutC/D, the majority of contigs from those samples were gene fragments and only four assembled sequences (two for each gene) with a length >50% of median reference gene lengths were obtained (from two distinct samples).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Gene-targeted assembly yielded sequences for cutC/D and cntA/B in only six and three samples, respectively, though at similar abundances as through BLAST search.

    “Application of a gene-targeted assembly method yielded sequences for cutC/D and cntA/B in only six and three samples, respectively, though at similar abundances as through our BLAST search (Fig. 4).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Even at the low identity cutoff of 90%, the vast amount of cutC clusters was only detected in a minority of samples, with many being sample specific.

    “Even at the low identity cutoffs of 90%, the vast amount of clusters was only detected in a minority of samples with many being sample specific.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    At a 95% cutoff, 1310 distinct cutC sequence types could be differentiated; only 41 were detected in the majority of samples, but they comprised ≥67% of obtained sequences.

    “At a cutoff level of 95% 1310 distinct sequence types could be differentiated. Only a few of them (41) were detected in the majority of samples; however, they comprised the bulk of obtained sequences (≥67%).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    CutC was enumerated in all 50 human fecal samples, with an average abundance of 0.16% ± 0.15% of the total community calculated to contain the gene.

    “CutC was enumerated in all samples, and an average abundance of 0.16% ± 0.15% bacteria of the total community was calculated to contain the gene.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    Members of clade I, defined by clusters a-d, are separated where main clusters a and b are not connected to each other nor to other phylogenetically related clusters, whereas members from clades II (g) and III (j) are located in the same module linked to other clusters from those clades.

    “Members of clade I (defined by clusters a–d from Fig. 2b) are separated where the main clusters a and b are not connected to each other nor to other phylogenetically related clusters, whereas members from clades II (g) and III (j) are located in the same module linked to other clusters from those clades.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.
  • May combine two claims.

    Findingown data

    Reads indicating the presence of cntA/B were nearly identical to references, 99.6% ± 1.1% and 99.8% ± 0.8% for cntA and cntB, respectively, and predominantly related to Gammaproteobacteria, especially Escherichia/Shigella and Klebsiella.

    “In contrast, reads indicating the presence of cntA/B were nearly identical to references (99.6% ± 1.1% and 99.8% ± 0.8% for cntA and cntB, respectively) and predominantly related to Gammaproteobacteria, in particular to Escherichia/Shigella and Klebsiella.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    On average, 98.2% (cutC) and 92.5% (cntA) of all merged sequences passed the initial quality steps.

    “On average, 98.2% (cutC) and 92.5% (cntA) of all merged sequences passed these initial steps”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Colonization of the mouse gut with a specific consortium of CutC-encoding human isolates results in TMA synthesis and subsequent TMAO accumulation in serum.

    “Another recent study [10] demonstrated that colonization of the mouse gut with a specific consortium of CutC-encoding human isolates results in TMA synthesis and subsequent TMAO accumulation in the serum of animals”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10] Romano KA, Vivas EI, Amador-Noguez D, Rey FE. Intestinal microbiota composition modulates choline bioavailability. MBio. 2015;6:e02481–14. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Functionality of CntA/B and YeaX/Y has been shown for Acinetobacter baumannii and Escherichia coli, where both genes cntA/yeaX and cntB/yeaW are required for TMA formation.

    “Functionality has been shown for Acinetobacter baumannii and Escherichia coli where both genes cntA/yeaX and cntB/yeaW are required for the formation of TMA.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    TMAO promotes atherogenesis through formation of foam cells and reduction of reverse cholesterol transport from atherosclerotic plaque.

    “A mechanistic model has been formulated proposing that TMAO promotes atherogenesis through the formation of foam cells (lipid-laden macrophages) and a reduction of the reverse cholesterol transport from the atherosclerotic plaque [5].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [5] Koeth R, Wang Z, Levison BS, Buffa J, Org E, Sheehy BT, et al. Intestinal microbiota metabolism of L-carnitine, a nutrient in red meat, promotes atherosclerosis. Nat Med. 2013;19:576–85. source

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Two major TMA-synthesis pathways have been described: CutC/CutD takes choline as substrate, and CntA/B acts on carnitine and gamma-butyrobetaine.

    “Two major TMA-synthesis pathways have been described with a specific glycyl radical enzyme, the choline TMA-lyase (CutC) and its activator CutD [6], that takes choline as a substrate and a two-component Rieske-type oxygenase/reductase (CntA/B) [7], which acts on carnitine and its derivative gamma-butyrobetaine, as the key enzymes.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [6] Craciun S, Balskus EP. Microbial conversion of choline to trimethylamine requires a glycyl radical enzyme. Proc Natl Acad Sci U S A. 2012;109:21307–12. source

      Not checked in the free run.

    • cites [7] Zhu Y, Jameson E, Crosatti M, Schäfer H, Rajakumar K, Bugg TDH, et al. Carnitine metabolism to trimethylamine by an unusual Rieske-type oxygenase from human microbiota. Proc Natl Acad Sci U S A. 2014;111:4268–73. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The choline utilization cluster including cutC/D is widely but discontinuously distributed across Firmicutes, Actinobacteria, and Proteobacteria.

    “Campo and colleagues have shown that the so-called choline utilization cluster, which includes cutC/D among other genes involved in anaerobic choline metabolism, is widely, but discontinuously, distributed across various taxa belonging to Firmicutes, Actinobacteria, and Proteobacteria [9].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [9] Campo AM, Bodea S, Hamer H. Characterization and detection of a widely distributed gene cluster that predicts anaerobic choline utilization by human gut bacteria. MBio. 2015;6:e00042–15.

      Not checked in the free run.

  • May combine two claims.

    Study design and conductown data

    In silico analysis suggested that the developed primers target 93% of unique cutC genes and 96% of unique cntA genes, allowing one mismatch in each primer.

    “In silico analysis on coverage of developed primers suggested that a broad range of cutC and cntA gene sequences are targeted, namely 93 and 96% of all unique cutC and cntA genes, respectively (allowing for one mismatch in each primer).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    For both genes, metagenomic analysis suggested that sequences not targeted by the assays do not play an important role in the colonic TMA-producing communities, as not a single read was related to any of those reference sequences.

    “However, for both genes, metagenomic analysis suggested that sequences not targeted by our assays do not play an important role in the colonic TMA-producing communities as not a single read was related to any of those reference sequences.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The yeaW gene displays close sequence identity, 74%, to the cntA model sequence from A. baumannii and is arranged in similar operons that additionally encode a reductase (yeaX and cntB) as well as a betaine/carnitine/choline transporter.

    “However, the yeaW gene displays close sequence identity (74%) to the cntA model sequence from A. baumannii and is arranged in similar operons that additionally encode a reductase (yeaX and cntB, respectively) as well as a betaine/carnitine/choline transporter”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [8] Koeth RA, Levison BS, Culley MK, Buffa JA, Wang Z, Gregory JC, et al. γ-Butyrobetaine is a proantherogenic intermediate in gut microbial metabolism of L-carnitine to TMAO. Cell Metab. 2014;20:799–812. source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisecitation

    For both enzymes, promiscuity to transform carnitine and butyrobetaine at similar rates was shown.

    “and for both enzymes, promiscuity to transform carnitine and butyrobetaine at similar rates was shown (yeaW/X was reported to act on choline and to a lesser extent on betaine as well).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    The gene-targeted assays encompass key genes of the two major TMA-synthesis pathways and target a broad range of distinct taxa.

    “Our gene-targeted assays encompass key genes of the two major TMA-synthesis pathways and target a broad range of distinct taxa.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    Primer coverage is thorough, and amplification as well as quantification of numerous distinct target sequences at similar levels was confirmed.

    “Primer coverage is thorough, and amplification as well as quantification of numerous distinct target sequences at similar levels was confirmed.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    qPCR on one-third diluted samples indicated quantities of 40.6% ± 12.2% and 39.9% ± 22.2% of undiluted samples for cutC and cntA, respectively, evidencing that PCR mixtures were devoid of interfering ingredients.

    “The qPCR on one third diluted samples indicated quantities of 40.6% ± 12.2% and 39.9% ± 22.2% of undiluted samples for cutC and cntA (five samples were on the borderline of detection), respectively, evidencing that the PCR mixtures were devoid of any interfering ingredients.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    For cutC qPCR, one major band with the expected size was detected in all samples; for a few samples, some very faint unspecific bands were additionally visible.

    “For cutC, one major band with the expected size was detected in all samples; for a few samples, some very faint unspecific bands were additionally visible.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    A cutoff of 906.4, the median HMM score of the two sequences framing the drop, was set, and entries above that cutoff were considered true cutC sequences.

    “Hence, a cutoff of 906.4, representing the median HMM score of the two sequences that frame that drop, was set, and all entries above that cutoff were considered as true cutC sequences.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    TMA producers constitute members of the core gut community, though at very low abundances.

    “suggesting that TMA producers constitute members of the core gut community, though at very low abundances”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductnone given

    Sequencing depth in the Karlsson datasets was roughly 1 order of magnitude lower compared to HMP datasets, hampering accurate analyses.

    “Sequencing depth was roughly 1 order of magnitude lower compared to HMP datasets hampering accurate analyses.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    The chosen HMM similarity cutoff for cntA was set at an obvious HMM score drop, which correlated less strongly with other parameters than the cutC analysis.

    “Similar to cutC, the chosen HMM similarity cutoff was set at an obvious HMM score drop that, however, correlated less strongly with other parameters investigated in comparison with the cutC analysis shown above.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    Thirty-four lower-scoring sequences from Bacilli were not considered true cntA because they are neither closely phylogenetically related to top-scoring sequences nor exhibit syntenic cntB sequences.

    “Specifically, 34 lower-scoring sequences from Bacilli are neither in close phylogenetic relation to the top-scoring sequences nor do they exhibit syntenic cntB sequences and were, hence, not considered as true cntA”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Overall, Clostridium XIVa cutC protein sequences form a monophyletic clade, where phylogenetic relations, with a few exceptions, resemble those derived from 16S rRNA gene sequence analysis, suggesting a close linkage between host phylogeny and cutC gene evolution.

    “Overall, Clostridium XIVa cutC protein sequences form a monophyletic clade (Additional file 1), where phylogenetic relations, with a few exceptions such as Clostridium phytofermentans, Clostridium sp. AT5, and Dorea sp. 5-2, resemble those derived from 16S rRNA gene sequence analysis (Additional file 9B) suggesting a close linkage between host phylogeny and cutC gene evolution.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    A quantification limit of 5 × 103 genome copies per reaction for both genes was determined; below those concentrations, primer dimers prevented accurate target enumeration.

    “Based on genomic sequences that were used as standards in the developed assays (see the “Methods” section), a quantification limit of 5 × 103 genome copies per reaction for both genes was determined. Below those concentrations, the formation of primer dimers did not allow for accurate target enumeration (Additional file 3A, B).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    For both genes, all tested synthetic sequences were amplified and, with a few exceptions, quantified at similar abundance levels.

    “For both genes, all tested synthetic sequences were amplified and, with a few exceptions, quantified at similar abundance levels (Additional file 3C, D ).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Given that 16S rRNA gene sequence analysis cannot adequately predict the TMA-producing potential and metagenomic data lack depth to satisfactorily resolve this low-abundance functional community, the assays developed here represent the most proper technique to investigate intestinal TMA-producing communities.

    “Given that 16S rRNA gene sequence analysis cannot adequately predict the TMA-producing potential (Additional file 7) and metagenomic data lack depth to satisfactorily resolve this low abundant functional community, the assays developed here represent the most proper technique to investigate intestinal TMA-producing communities.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    In the cntA qPCR, two samples (10 and 19) showed a single unspecific band and were not considered positive for the gene; one sample displayed two bands.

    “In the cntA qPCR, two samples (10 and 19) showed a single unspecific band (sequencing confirmed them as non-target (data not shown)) and samples were, hence, not considered as positive for the gene; one sample displayed two bands.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Due to the low abundance of bacteria encoding a TMA-producing potential, sequencing depth was not enough to ensure adequate coverage for assembly; BLAST searches yielded on average only 56 and 13 reads for cutC and cutD, respectively, even for HMP datasets with on average >108 reads.

    “Thus, due to the low abundance of bacteria encoding a TMA-producing potential, sequencing depth was not enough to ensure adequate coverage for assembly (the BLAST searches yielded on average only 56 and 13 reads for cutC and cutD, respectively), even for HMP datasets where an ample amount of reads (on average >108) is provided.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    Our developed assays are applicable in high throughput.

    “Our developed assays are applicable in high throughput”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    A nutrition rich in animal-derived products delivers both essential amino acids required for growth and high concentrations of the main TMA precursors choline and carnitine.

    “a nutrition that is rich in animal-derived products delivers both essential amino acids required for growth and high concentrations of the main TMA precursors choline and carnitine”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    The metagenomic methodology used in the reanalysis provided only limited insights and together with a low sample size did not allow for extraction of statistically significant results.

    “though the methodology used, i.e., metagenomics, provided only limited insights and together with a low sample size it did not allow for extraction of statistically significant results (Additional file 8)”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The results may assist the design of subject-specific therapies that prevent TMA synthesis and the development of disease.

    “may assist the design of subject-specific therapies that prevent TMA synthesis and the development of disease”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    The diversity of the sample population allowed insights into the TMA-producing community from a diverse population but hindered revealing specific host factors that govern its proliferation.

    “which allowed insights into the TMA-producing community from a diverse population, but hindered revealing specific host factors that govern its proliferation”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Patients suffering from trimethylaminuria are often treated by adapting to a vegan diet in order to limit the intake of dietary animal products that promote TMA production such as egg yolk and various meats.

    “patients suffering from trimethylaminuria, where TMA accumulates in various body fluids, are often treated by adapting to a vegan diet in order to limit the intake of dietary animal products that promote TMA production such as egg yolk and various meats [15]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [15] Christodoulou J. Trimethylaminuria: an under-recognised and socially debilitating metabolic disorder. J Paediatr Child Health. 2012;48:2011–3. source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Only samples displaying both genes of a pathway were considered for analysis.

    “Only samples displaying both genes of a pathway were considered for analysis”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Results are expressed as averages of three independent experiments.

    “Results are expressed as averages of three independent experiments”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Results of the developed assays together with presented functional predictions of major taxa involved provide crucial information for uncovering factors limiting growth of TMA producers in the gut.

    “Results of the developed assays together with presented functional predictions of major taxa involved provide crucial information for uncovering factors limiting growth of TMA producers in the gut”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductcitation

    A modified forward primer was used to ensure adequate amplification, including taxa previously underrepresented using conventional primers.

    “To ensure adequate amplification, including taxa that were previously underrepresented using conventional primers that target the V1-2 region such as Bifidobacteria [29], a modified forward primer was used”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [29] Walker AW, Martin JC, Scott P, Parkhill J, Flint HJ, Scott KP. 16S rRNA gene-based profiling of the human infant gut microbiota is strongly influenced by sample processing and PCR primer choice. Microbiome. 2015;3:26. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A correlation between dietary habits and production of TMAO was previously established.

    “a correlation between dietary habits and production of TMAO was previously established”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [5] Koeth R, Wang Z, Levison BS, Buffa J, Org E, Sheehy BT, et al. Intestinal microbiota metabolism of L-carnitine, a nutrient in red meat, promotes atherosclerosis. Nat Med. 2013;19:576–85. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Only clusters that exhibit ≥5 sequence counts were considered, and the data was rarified to equal depth.

    “Only clusters that exhibit ≥5 sequence counts were considered, and the data was rarified to equal depth”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The database construction cycle was repeated three times to ensure construction of robust models.

    “this cycle was repeated three times to ensure construction of robust models”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    For cntA, sample 3 was omitted as >99% of obtained sequences failed FrameBot analysis.

    “For cntA, sample 3 was omitted as >99% of obtained sequences (from 13,095) failed FrameBot analysis”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    Top hits that covered ≥70 bp and displayed ≥70% identity to a reference were considered for analysis where both genes of each pathway had to be detected for a positive result.

    “Top hits (based on e-value) that covered ≥70 bp and displayed ≥70% identity to a reference were considered for analysis where both genes of each pathway had to be detected for a positive result”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    The study only targeted the TMA-producing potential by quantifying respective gene abundances, and no investigations on gene expression/TMA production were performed.

    “we only targeted the TMA-producing potential by quantifying respective gene abundances, and no investigations on gene expression/TMA production were performed”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Only significant correlations (p < 0.01) displaying a ρ ≥ 0.5 and a false-discovery correction q-value <0.01 between clusters that were detected in at least 50% of samples were considered for analysis.

    “Only significant correlations (p < 0.01) displaying a ρ ≥ 0.5 and a false-discovery correction q-value <0.01 between clusters that were detected in at least 50% of samples were considered for analysis”
    Quote in the paperSubstantial claim
70 of 70
  • The paper relies on this without support.

    The TMA-producing communities in fecal samples are representative of the colonic TMA-producing communities in humans.

    “The developed assays were used to characterize the TMA-producing communities in the fecal samples of 50 individuals.”
  • The paper relies on this without support.

    A nutrition rich in animal-derived products delivers both essential amino acids required for growth and high concentrations of the main TMA precursors choline and carnitine.

    “a nutrition that is rich in animal-derived products delivers both essential amino acids required for growth and high concentrations of the main TMA precursors choline and carnitine”
  • The paper relies on this without support.

    Most bacteria, including those belonging to Clostridium XIVa as well as main cntA-containing taxa, are able to utilize a multitude of energy sources in vivo.

    “Most bacteria, also those belonging to Clostridium XIVa as well as main cntA-containing taxa are able to utilize a multitude of energy sources in vivo”
  • The paper relies on this without support.

    Major health-promoting butyrate producers previously classified as belonging to Clostridium XIVa such as Eubacterium rectale and Roseburia represent members of other genera that do not comprise any known CutC-encoding strains.

    “major health-promoting butyrate producers previously classified as belonging to Clostridium XIVa such as Eubacterium rectale and Roseburia represent members of other genera that does not comprise any known CutC-encoding strains”
4 of 4

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • 16S forward-primer degeneracy does not match its sequence

    Minor

    The 16S forward primer has four degenerate positions: R, H, Y, and M. These yield 2 × 3 × 2 × 2 = 24 combinations, not the stated 32.

1 of 1

Cites

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Authors
Rath, S., Heidrich, B., Pieper, D. H., & Vital, M.
Affiliations
  • Helmholtz Centre for Infection Research (DE)
  • Medizinische Hochschule Hannover (DE)
Corresponding author
Vital, Marius
Venue
Microbiome
Published
2017-05-15
Volume
5
Issue
1
Pages
54-54
ISSN
2049-2618 (ISSN-L)
OpenAlex
W2612729422
Cited by
515
References
32
Citations by year
2026: 51 · 2025: 65 · 2024: 75 · 2023: 57 · 2022: 65 · 2021: 69 · 2020: 48 · 2019: 45 · 2018: 31 · 2017: 8
FWCI
14.74
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Microbiome (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • HZI (Helmholtz Centre for Infection Research) (submittedVersion, cc-by-nc-sa)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
  • Health Sciences › Dentistry › Periodontics › Oral microbiology and periodontitis research
  • Physical Sciences › Environmental Science › Ecology › Microbial Community Ecology and Physiology
Keywords
trimethylamine, gut microbiota, CutC, quaternary amines, choline, L-carnitine, Clostridium XIVa, Escherichia coli, atherosclerosis, cardiovascular disease, metagenomics, Human Microbiome Project
MeSH terms
Gastrointestinal Microbiome, Bacteria, Bacterial Proteins, Feces, Humans, Methylamines, Phylogeny, Sequence Analysis, DNA, Biosynthetic Pathways, Metagenomics, Multilocus Sequence Typing

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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-08.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-08.

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