Cited by 559Gut microbiota and healthNutritional Studies and DietMetabolism and Genetic Disorders

Prognostic value of choline and betaine depends on intestinal microbiota-generated metabolite trimethylamine-N-oxide

Open access
Wang, Z., Tang, W. H. W., Buffa, J. A., Fu, X., Britt, E. B., Koeth, R. A., Levison, B. S., Fan, Y. +2 more·2014·European Heart Journal

Abstract

AIMS: Recent metabolomics and animal model studies show trimethylamine-N-oxide (TMAO), an intestinal microbiota-dependent metabolite formed from dietary trimethylamine-containing nutrients such as phosphatidylcholine (PC), choline, and carnitine, is linked to coronary artery disease pathogenesis. Our aim was to examine the prognostic value of systemic choline and betaine levels in stable cardiac patients. METHODS AND RESULTS: We examined the relationship between fasting plasma choline and betaine levels and risk of major adverse cardiac events (MACE = death, myocardial infraction, stroke) in relation to TMAO over 3 years of follow-up in 3903 sequential stable subjects undergoing elective diagnostic coronary angiography. In our study cohort, median (IQR) TMAO, choline, and betaine levels were 3.7 (2.4-6.2)μM, 9.8 (7.9-12.2)μM, and 41.1 (32.5-52.1)μM, respectively. Modest but statistically significant correlations were noted between TMAO and choline (r = 0.33, P < 0.001) and less between TMAO and betaine (r = 0.09, P < 0.001). Higher plasma choline and betaine levels were associated with a 1.9-fold and 1.4-fold increased risk of MACE, respectively (Quartiles 4 vs. 1; P < 0.01, each). Following adjustments for traditional cardiovascular risk factors and high-sensitivity C-reactive protein, elevated choline [1.34 (1.03-1.74), P < 0.05], and betaine levels [1.33 (1.03-1.73), P < 0.05] each predicted increased MACE risk. Neither choline nor betaine predicted MACE risk when TMAO was added to the adjustment model, and choline and betaine predicted future risk for MACE only when TMAO was elevated. CONCLUSION: Elevated plasma levels of choline and betaine are each associated with incident MACE risk independent of traditional risk factors. However, high choline and betaine levels are only associated with higher risk of future MACE with concomitant increase in TMAO.

Integrity signals

Registry

Crossref · 10.1093/eurheartj/ehu002

Cites

22 of 22 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 18 cited sources checked · 0 supported · 0 flagged

  • Findingown data
    § Abstract

    TMAO and choline showed a modest but statistically significant correlation (r = 0.33, P < 0.001).

    “Modest but statistically significant correlations were noted between TMAO and choline (r ¼ 0.33, P , 0.001) and less between TMAO and betaine (r ¼ 0.09, P , 0.001).”
    • Also stated in: § Baseline characteristics and relation of plasma choline and betaine levels and cardiovascular risks · plain
      “Modest but statistically significant correlations were noted between TMAO and choline (r ¼ 0.33, P , 0.001) and between TMAO and betaine (r ¼ 0.09, P , 0.001).”
    Quote in the paperNot a substantial claim
  • Findingown data
    § Interaction between choline, betaine, and trimethylamine-N-oxide in predicting future major adverse cardiac event risk

    When all three metabolites were included in the model, only TMAO predicted MACE risk (HR 1.73, 95% CI 1.3-2.31, P < 0.01).

    “Remarkably, only TMAO predicted MACE risk when all three metabolites were included in the model [HR: 1.73 (1.3 -2.31), P , 0.01].”
    Quote in the paperSubstantial claim
  • Findingown data
    § Interaction between choline, betaine, and trimethylamine-N-oxide in predicting future major adverse cardiac event risk

    Betaine was a far poorer precursor for TMAO than choline, producing 100-fold less d9-TMAO.

    “Of note, however, compared with comparable oral challenge of d9-choline, 14 betaine was a far poorer precursor for TMAO, as it produced 100-fold less d9-TMAO (Figure 3A and B).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [14] source

      Not checked in the free run.

  • Findingown data
    § Abstract

    Higher plasma betaine levels were associated with a 1.4-fold increased risk of MACE (quartile 4 vs. quartile 1, P < 0.01).

    “Higher plasma choline and betaine levels were associated with a 1.9-fold and 1.4-fold increased risk of MACE, respectively (Quartiles 4 vs. 1; P , 0.01, each).”
    • Also stated in: § Baseline characteristics and relation of plasma choline and betaine levels and cardiovascular risks · plain
      “Higher plasma choline or betaine levels were each associated with increased risk for MACE (1.9-fold and 1.4-fold, respectively; Quartile 4 vs. 1, P , 0.01, each; Table 2).”
    Quote in the paperSubstantial claim
  • Findingown data
    § Abstract

    Higher plasma choline levels were associated with a 1.9-fold increased risk of MACE (quartile 4 vs. quartile 1, P < 0.01).

    “Higher plasma choline and betaine levels were associated with a 1.9-fold and 1.4-fold increased risk of MACE, respectively (Quartiles 4 vs. 1; P , 0.01, each).”
    • Also stated in: § Baseline characteristics and relation of plasma choline and betaine levels and cardiovascular risks · plain
      “Higher plasma choline or betaine levels were each associated with increased risk for MACE (1.9-fold and 1.4-fold, respectively; Quartile 4 vs. 1, P , 0.01, each; Table 2).”
    Quote in the paperSubstantial claim
  • May combine two claims. 8
  • Classified as probably not a substantial claim. 3
  • May combine two claims.

    Findingown data
    § Abstract

    In the study cohort, the median plasma levels were 3.7 mM for TMAO, 9.8 mM for choline, and 41.1 mM for betaine.

    “In our study cohort, median (IQR) TMAO, choline, and betaine levels were 3.7 (2.4 -6.2) mM, 9.8 (7.9 -12.2) mM, and 41.1 (32.5-52.1)mM, respectively.”
    • Also stated in: § Baseline characteristics and relation of plasma choline and betaine levels and cardiovascular risks · plain
      “The median (inter-quartile ranges) for choline, betaine, and TMAO plasma levels was 9.8 (7.9 -12.2) mM, 41.1 (32.5-52.1)mM, and 3.7 (2.4 -6.2) mM, respectively.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § Abstract

    Choline and betaine predicted increased MACE risk only among subjects with elevated TMAO levels, not among those with low TMAO levels.

    “Neither choline nor betaine predicted MACE risk when TMAO was added to the adjustment model, and choline and betaine predicted future risk for MACE only when TMAO was elevated.”
    • Also stated in: § Interaction between choline, betaine, and trimethylamine-N-oxide in predicting future major adverse cardiac event risk · plain
      “cox regression analysis adjusted for multiple traditional risk factors reveals that choline and betaine predict increased MACE risk, but only among those with concomitant elevated TMAO levels and not in those with low TMAO levels (Figures 5 and 6).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Discussion

    Systemic levels of choline, betaine, and TMAO are each independently associated with the prevalence of cardiovascular disease.

    “Moreover, systemic levels of choline, betaine, and TMAO each are independently associated with the prevalence of CVD. 14”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [14] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation
    § Discussion

    TMAO itself inhibits reverse cholesterol transport and alters cholesterol and sterol metabolism in multiple compartments, including suppression of bile acid pool size and altered composition.

    “Prior mechanistic studies in mice reveal that TMAO itself inhibits reverse cholesterol transport, and also alters cholesterol and sterol metabolism in multiple different compartments, including suppression of bile acid pool size and altered composition.16”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [16] source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductown data
    § Statistical analysis

    Analyses adjusted for age, sex, systolic blood pressure, LDL cholesterol, HDL cholesterol, smoking, diabetes mellitus, and hs-CRP to predict incident 3-year MACE risks.

    “Adjustments were made for individual traditional risk factors including age, sex, systolic blood pressure, low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, smoking, diabetes mellitus, and hs C-reactive protein to predict incident 3-year MACE risks.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data
    § Study population

    All subjects were followed for 3 years from enrollment, with adjudication of MACE defined as all-cause mortality, non-fatal myocardial infarction, or non-fatal stroke.

    “All subjects were followed over a period of 3 years from time of enrollment including adjudication of MACE(which includes the future development of all-cause mortality, non-fatal myocardial infarction, or non-fatal stroke).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Discussion

    Enterohepatic circulation of bile likely helps maintain intestinal microbial colonies by providing a steady substrate source and blunts the impact of acute dietary choline changes on plasma TMAO levels.

    “Furthermore, enterohepatic circulation of bile, which is exceedingly high in total choline content, likely contributes both to the maintenance of intestinal microbial colonies by providing a steady source of substrates for their metabolism, 24 and blunts the impact of acute changes in dietary choline on plasma TMAO levels.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation
    § Discussion

    The authors' group has established the obligatory role of intestinal microbiota in TMAO production from dietary choline and other TMA nutrients in humans, and the association between elevated fasting TMAO and higher incident risks of long-term MACEs.

    “We have also established the obligatory role of intestinal microbiota in the production of TMAO from dietary choline and other TMA nutrients in humans, 16,17 and the association between elevated fasting levels of TMAO and higher incident risks of long-term MACEs.17”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [16] source

      Not checked in the free run.

    • cites [17] source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductown data
    § Study population

    The study prospectively recruited 3903 sequential stable subjects undergoing elective, non-urgent coronary angiography without evidence of acute coronary syndrome.

    “We prospectively recruited sequential stable subjects (n ¼ 3903) undergoing elective, non-urgent coronary angiography at the Cleveland Clinic without any evidence of acute coronary syndrome (cardiac troponin I ≤0.03 ng/mL).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Introduction

    Elevated TMAO levels predict increased prevalent cardiovascular disease risk and increased incident risk of major adverse cardiovascular events in large-scale human clinical studies.

    “Moreover, elevated levels of TMAO have been shown to predict increased prevalent cardiovascular disease (CVD) risk, and increased incident risk of major adverse cardiovascular events (MACE ¼ myocardial infarction, stroke, and death) in large-scale human clinical studies.14,16,17”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [14] source

      Not checked in the free run.

    • cites [16] source

      Not checked in the free run.

    • cites [17] source

      Not checked in the free run.

10 of 10
  • The authors state this as an assumption.

    The relationship between TMAO and the clinical prognostic value of choline or betaine was unknown at the time of the study.

    “the relationship between TMAO and the clinical prognostic value of choline or betaine is unknown.”
  • The authors state this as an assumption.

    Whether orally ingested betaine produces TMAO was unknown at the time of the study.

    “Surprisingly, although a TMA-containing species, whether orally ingested betaine produces TMAO or not is unknown.”
2 of 2

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.

  • Choline and betaine medians are reversed in Table 1

    Minor

    Table 1 assigns 9.8 mM to betaine and 41.1 mM to choline, whereas the Results text assigns those values the other way around. The quartile ranges in Table 2 also align with the Results text.

1 of 1

Cites

Flagged first, then by citations

Research works printed but not linked: 2

  1. Chu, 2012, Asia Pacific journal of clinical nutrition, 21, 547
  2. Paoletti, 2011, IUBMB life, 63, 714

Cited by

Sorted by citations

Authors
Wang, Z., Tang, W. H. W., Buffa, J. A., Fu, X., Britt, E. B., Koeth, R. A., Levison, B. S., Fan, Y., Wu, Y., & Hazen, S. L.
Affiliations
  • Cleveland Clinic (US)
  • Cleveland State University (US)
Corresponding author
Hazen, S. L.
Venue
European Heart Journal
Published
2014-02-03
Volume
35
Issue
14
Pages
904-910
ISSN
  • 0195-668X (ISSN-L)
  • 1522-9645
OpenAlex
W2166052068
Cited by
559
References
22
Citations by year
2026: 14 · 2025: 27 · 2024: 39 · 2023: 38 · 2022: 71 · 2021: 56 · 2020: 60 · 2019: 50 · 2018: 56 · 2017: 41 · 2016: 51 · 2015: 38 · 2014: 18
FWCI
20.24
Type
journal article
Language
en
Open access
Locations
  • European Heart Journal (publishedVersion)
  • Europe PMC (PubMed Central) (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
  • EngagedScholarship @ Cleveland State University (Cleveland State University) (submittedVersion)
Funders
  • Office of Dietary Supplements (R01 HL103866, P20 HL113452)
  • American Heart Association (12SDG12050473)
  • Cleveland Clinic
  • National Institutes of Health (UL1TR000439)
  • National Heart, Lung, and Blood Institute (R01HL103931, P20HL113452, P01HL076491, P01HL098055, R01HL103866)
  • National Institute of General Medical Sciences (T32GM007250)
  • National Center for Advancing Translational Sciences
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Clinical Biochemistry › Metabolism and Genetic Disorders
Keywords
trimethylamine N-oxide, choline, betaine, gut microbiota, major adverse cardiac events, coronary artery disease, phosphatidylcholine, L-carnitine, cardiovascular risk prediction, stable coronary artery disease, plasma metabolites
MeSH terms
Animals, Betaine, Cardiovascular Diseases, Choline, Female, Humans, Intestinal Mucosa, Male, Methylamines, Middle Aged, Prognosis, Prospective Studies, Risk Factors, Risk Assessment, Mice, Kaplan-Meier Estimate, Microbiota

About these checks

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 2026-10-05.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-05.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review