Trimethylamine N ‐Oxide and Mortality Risk in Patients With Peripheral Artery Disease
Open accessAbstract
Background: Production of the proatherogenic metabolite, trimethylamine N ‐oxide ( TMAO ), from dietary nutrients by intestinal microbiota enhances atherosclerosis development in animal models and is associated with atherosclerotic coronary artery disease in humans. The utility of studying plasma levels of TMAO to risk stratify in patients with peripheral artery disease ( PAD ) has not been reported. Methods and Results: We examined the relationship between fasting plasma TMAO and all‐cause mortality (5‐year), stratified by subtypes of PAD and presence of coronary artery disease in 935 patients with PAD who underwent elective angiography for cardiac evaluation at a tertiary care hospital. Median plasma TMAO was 4.8 μmol/L (interquartile range, 2.9–8.0 μmol/L). Elevated TMAO levels were associated with 2.7‐fold increased mortality risk (fourth versus first quartiles, hazard ratio 2.86, 95% CI 1.82–3.97, P <0.001). Following adjustments for traditional risk factors, inflammatory biomarkers, and history of coronary artery disease, the highest TMAO quartile remained predictive of 5‐year mortality (adjusted hazard ratio 2.06, 95% CI 1.36–3.11, P <0.001). Similar prognostic value for elevated TMAO was seen for subjects with carotid artery, non–carotid artery, or lower extremity PAD . TMAO provided incremental prognostic value for all‐cause mortality (net reclassification index, 40.22%; P <0.001) and improvement in area under receiver operator characteristic curve (65.7% versus 69.4%; P =0.013). Conclusions: TMAO , a pro‐atherogenic metabolite formed by gut microbes, predicts long‐term adverse event risk and incremental prognostic value in patients with PAD . These findings point to the potential for TMAO to help improve selection of high‐risk PAD patients with or without significant coronary artery disease, who likely need more aggressive and specific dietary and pharmacologic therapy.
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Circulating levels of trimethylamine N-oxide associate with cardiovascular disease and predict outcomes in multiple cardiovascular disease phenotypes, including peripheral artery disease, coronary artery disease, acute coronary syndrome, and heart failure.
“Circulating levels of TMAO have been shown to associate with CVD and predict outcomes in the presence of multiple CVD phenotypes, including peripheral artery disease (PAD)96, coronary artery disease (CAD)97, acute coronary syndrome (ACS)97–99, and heart failure100–104.”
From Gut microbiota and cardiovascular disease. (2020) · cites this paper as [96]
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Cites
Beneficial Effect of Carotid Endarterectomy in Symptomatic Patients with High-Grade Carotid Stenosis
(1991) · New England Journal of Medicine · doi:10.1056/nejm199108153250701 · Cited by 8,368 · see citing works
Pencina, M. J., D' Agostino, R. B., D' Agostino, R. B., & Vasan, R. S. (2008) · Statistics in Medicine · doi:10.1002/sim.2929 · Cited by 6,493 · see citing works
Gut flora metabolism of phosphatidylcholine promotes cardiovascular disease
Wang, Z., Klipfell, E., Bennett, B. J., Koeth, R., Levison, B. S., DuGar, B., Feldstein, A. E., Britt, E. B., Fu, X., Chung, Y.-M., et al. (2011) · Nature · doi:10.1038/nature09922 · Cited by 5,597 · see citing works
Self-citationHeart Disease and Stroke Statistics—2014 Update
Go, A. S., Mozaffarian, D., Roger, V. L., Benjamin, E. J., Berry, J. D., Blaha, M. J., Dai, S., Ford, E. S., Fox, C. S., Franco, S., et al. (2013) · Circulation · doi:10.1161/01.cir.0000441139.02102.80 · Cited by 5,207 · see citing works
Functional interactions between the gut microbiota and host metabolism
Tremaroli, V., & Bäckhed, F. (2012) · Nature · doi:10.1038/nature11552 · Cited by 4,387 · see citing works
Intestinal microbiota metabolism of l-carnitine, a nutrient in red meat, promotes atherosclerosis
Koeth, R. A., Wang, Z., Levison, B. S., Buffa, J. A., Org, E., Sheehy, B. T., Britt, E. B., Fu, X., Wu, Y., Li, L., et al. (2013) · Nature Medicine · doi:10.1038/nm.3145 · Cited by 4,386 · see citing works
Self-citationFowkes, F. G. R., Rudan, D., Rudan, I., Aboyans, V., Denenberg, J. O., McDermott, M. M., Norman, P. E., Sampson, U. K., Williams, L. J., Mensah, G. A., et al. (2013) · The Lancet · doi:10.1016/s0140-6736(13)61249-0 · Cited by 3,508 · see citing works
Intestinal microbial metabolism of phosphatidylcholine and cardiovascular risk
Tang, W. H. W., Wang, Z., Levison, B. S., Koeth, R. A., Britt, E. B., Fu, X., Wu, Y., & Hazen, S. L. (2013) · New England Journal of Medicine · doi:10.1056/nejmoa1109400 · Cited by 3,402 · see citing works
Self-citationPeripheral Arterial Disease Detection, Awareness, and Treatment in Primary Care
Hirsch, A. T. (2001) · JAMA · doi:10.1001/jama.286.11.1317 · Cited by 2,835 · see citing works
Mortality over a Period of 10 Years in Patients with Peripheral Arterial Disease
Criqui, M. H., Langer, R. D., Fronek, A., Feigelson, H. S., Klauber, M. R., McCann, T. J., & Browner, D. (1992) · New England Journal of Medicine · doi:10.1056/nejm199202063260605 · Cited by 2,579 · see citing works
Bhatt, D. L. (2006) · JAMA · doi:10.1001/jama.295.2.180 · Cited by 1,628 · see citing works
ESC Guidelines on the diagnosis and treatment of peripheral artery diseases
Endorsed by: the European Stroke Organisation (ESO), Authors/Task Force Members, Tendera, M., Aboyans, V., Bartelink, M.-L., Baumgartner, I., Clément, D., Collet, J.-P., Cremonesi, A., De Carlo, M., et al. (2011) · European Heart Journal · doi:10.1093/eurheartj/ehr211 · Cited by 1,506 · see citing works
Greenland, P. (2007) · Statistics in Medicine · doi:10.1002/sim.2976 · Cited by 1,300 · see citing works
Tang, W. H. W., Wang, Z., Kennedy, D. J., Wu, Y., Buffa, J. A., Agatisa-Boyle, B., Li, X. S., Levison, B. S., & Hazen, S. L. (2015) · Circulation Research · doi:10.1161/circresaha.116.305360 · Cited by 1,223 · see citing works
Self-citationRooke, T. W., Hirsch, A. T., Misra, S., Sidawy, A. N., Beckman, J. A., Findeiss, L., Golzarian, J., Gornik, H. L., Halperin, J. L., Jaff, M. R., et al. (2011) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2011.08.023 · Cited by 925 · see citing works
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. (2014) · European Heart Journal · doi:10.1093/eurheartj/ehu002 · Cited by 559 · see citing works
Self-citationCritical Issues in Peripheral Arterial Disease Detection and Management A Call to Action
Belch, J. J. F. (2003) · Archives of Internal Medicine · doi:10.1001/archinte.163.8.884 · Cited by 551 · see citing works
The TMAO-Generating Enzyme Flavin Monooxygenase 3 Is a Central Regulator of Cholesterol Balance
Warrier, M., Shih, D. M., Burrows, A. C., Ferguson, D., Gromovsky, A. D., Brown, A. L., Marshall, S., McDaniel, A., Schugar, R. C., Wang, Z., et al. (2015) · Cell Reports · doi:10.1016/j.celrep.2014.12.036 · Cited by 414 · see citing works
Self-citationFlavin-containing monooxygenase 3 as a potential player in diabetes-associated atherosclerosis
Miao, J., Ling, A. V., Manthena, P. V., Gearing, M. E., Graham, M. J., Crooke, R. M., Croce, K. J., Esquejo, R. M., Clish, C. B., Morbid Obesity Study Group, et al. (2015) · Nature Communications · doi:10.1038/ncomms7498 · Cited by 368 · see citing works
Shih, D. M., Wang, Z., Lee, R., Meng, Y., Che, N., Charugundla, S., Qi, H., Wu, J., Pan, C., Brown, J. M., et al. (2015) · Journal of Lipid Research · doi:10.1194/jlr.m051680 · Cited by 335 · see citing works
Self-citationRooke, T. W., Hirsch, A. T., Misra, S., Sidawy, A. N., Beckman, J. A., Findeiss, L., Golzarian, J., Gornik, H. L., Halperin, J. L., Jaff, M. R., et al. (2011) · Circulation · doi:10.1161/cir.0b013e31822e80c3 · Cited by 335 · see citing works
Wang, Z., Levison, B. S., Hazen, J. E., Donahue, L., Li, X.-M., & Hazen, S. L. (2014) · Analytical Biochemistry · doi:10.1016/j.ab.2014.03.016 · Cited by 320 · see citing works
Self-citationRelationship of Serum Trimethylamine N-Oxide (TMAO) Levels with early Atherosclerosis in Humans
Randrianarisoa, E., Lehn-Stefan, A., Wang, X., Hoene, M., Peter, A., Heinzmann, S. S., Zhao, X., Königsrainer, I., Königsrainer, A., Balletshofer, B., et al. (2016) · Scientific Reports · doi:10.1038/srep26745 · Cited by 296 · see citing works
Rooke, T. W., Hirsch, A. T., Misra, S., Sidawy, A. N., Beckman, J. A., Findeiss, L., Golzarian, J., Gornik, H. L., Halperin, J. L., Jaff, M. R., et al. (2011) · Journal of Vascular Surgery · doi:10.1016/j.jvs.2011.09.001 · Cited by 211 · see citing works
Subherwal, S., Patel, M. R., Køber, L., Peterson, E. D., Jones, W. S., Gislason, G., Berger, J. S., Torp-Pedersen, C. T., & Fosbøl, E. L. (2012) · Circulation · doi:10.1161/circulationaha.112.108787 · Cited by 168 · see citing works
Creager, M. A., Belkin, M., Bluth, E. I., Casey, D. E., Chaturvedi, S., Dake, M. D., Fleg, J. L., Hirsch, A. T., Jaff, M. R., Kern, J. A., et al. (2011) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2011.10.860 · Cited by 106 · see citing works
Creager, M. A., Belkin, M., Bluth, E. I., Casey, D. E., Chaturvedi, S., Dake, M. D., Fleg, J. L., Hirsch, A. T., Jaff, M. R., Kern, J. A., et al. (2011) · Circulation · doi:10.1161/cir.0b013e31823299a1 · Cited by 62 · see citing works
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Witkowski, M., Weeks, T. L., & Hazen, S. L. (2020) · Circulation Research · doi:10.1161/circresaha.120.316242 · Cited by 1,051 · see citing works
Self-citationSchiattarella, G. G., Sannino, A., Toscano, E., Giugliano, G., Gargiulo, G., Franzone, A., Trimarco, B., Esposito, G., & Perrino, C. (2017) · European Heart Journal · doi:10.1093/eurheartj/ehx342 · Cited by 563 · see citing works
Heianza, Y., Ma, W., Manson, J. E., Rexrode, K. M., & Qi, L. (2017) · Journal of the American Heart Association · doi:10.1161/jaha.116.004947 · Cited by 544 · see citing works
Trimethylamine‐<i>N</i>‐oxide promotes brain aging and cognitive impairment in mice
Li, D., Ke, Y., Zhan, R., Liu, C., Zhao, M., Zeng, A., Shi, X., Ji, L., Cheng, S., Pan, B., et al. (2018) · Aging Cell · doi:10.1111/acel.12768 · Cited by 304 · see citing works
Chen, K., Zheng, X., Feng, M., Li, D., & Zhang, H. (2017) · Frontiers in Physiology · doi:10.3389/fphys.2017.00139 · Cited by 279 · see citing works
Microbial impact on cholesterol and bile acid metabolism: current status and future prospects
Kriaa, A., Bourgin, M., Potiron, A., Mkaouar, H., Jablaoui, A., Gérard, P., Maguin, E., & Rhimi, M. (2019) · Journal of Lipid Research · doi:10.1194/jlr.r088989 · Cited by 264 · see citing works
Li, T., Chen, Y., Gua, C., & Li, X. (2017) · Frontiers in Physiology · doi:10.3389/fphys.2017.00350 · Cited by 216 · see citing works
Gut Microbiota and Ischemic Stroke: The Role of Trimethylamine N-Oxide
Nam, H. S. (2019) · Journal of Stroke · doi:10.5853/jos.2019.00472 · Cited by 176 · see citing works
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Subramaniam, S., & Fletcher, C. (2018) · British Journal of Pharmacology · doi:10.1111/bph.13959 · Cited by 171 · see citing works
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Del Rio, D., Zimetti, F., Caffarra, P., Tassotti, M., Bernini, F., Brighenti, F., Zini, A., & Zanotti, I. (2017) · Nutrients · doi:10.3390/nu9101053 · Cited by 172 · see citing works
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Gruppen, E. G., Garcia, E., Connelly, M. A., Jeyarajah, E. J., Otvos, J. D., Bakker, S. J. L., & Dullaart, R. P. F. (2017) · Scientific Reports · doi:10.1038/s41598-017-13739-9 · Cited by 146 · see citing works
Wang, W.-L., Shih, Y.-T., Wei, S.-Y., & Chiu, J.-J. (2025) · Journal of Biomedical Science · doi:10.1186/s12929-025-01177-z · Cited by 50 · see citing works
- Authors
- Senthong, V., Wang, Z., Fan, Y., Wu, Y., Hazen, S. L., & Tang, W. H. W.
- Affiliations
- Cleveland Clinic (US)
- Cleveland State University (US)
- Corresponding author
- Tang, W. H. Wilson
- Venue
- Journal of the American Heart Association
- Published
- 2016-10-03
- Volume
- 5
- Issue
- 10
- ISSN
- 2047-9980 (ISSN-L)
- PMC
- PMC5121520
- OpenAlex
- W2536190224
- Cited by
- 175
- References
- 27
- Citations by year
- 2026: 11 · 2025: 14 · 2024: 9 · 2023: 17 · 2022: 26 · 2021: 21 · 2020: 25 · 2019: 15 · 2018: 21 · 2017: 16
- FWCI
- 19.20
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc-nd
- Locations
- Journal of the American Heart Association (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- EngagedScholarship @ Cleveland State University (Cleveland State University) (submittedVersion, cc-by-nc)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- National Institutes of Health (UL1TR000439)
- National Heart, Lung, and Blood Institute (R01HL103931, R01HL126827, P20HL113452, P01HL076491, P01HL098055, R01HL130819, R01HL103866)
- National Institute of Diabetes and Digestive and Kidney Diseases (R01DK106000)
- National Center for Advancing Translational Sciences
- Topics
- Health Sciences › Medicine › Surgery › Peripheral Artery Disease Management
- Life Sciences › Immunology and Microbiology › Immunology › Atherosclerosis and Cardiovascular Diseases
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Keywords
- trimethylamine N-oxide, peripheral arterial disease, all-cause mortality, prognostic factors, gut microbiota, atherosclerosis, coronary artery disease, carotid artery disease, lower extremity arterial disease, risk stratification, net reclassification improvement
- MeSH terms
- Gastrointestinal Microbiome, Computed Tomography Angiography, Aged, Cause of Death, Coronary Artery Disease, Female, Humans, Male, Methylamines, Middle Aged, Mortality, Prognosis, Risk, Ultrasonography, United States, Cohort Studies, Proportional Hazards Models, Carotid Stenosis, Coronary Angiography, Risk Assessment, Magnetic Resonance Angiography, Lower Extremity, Kaplan-Meier Estimate, Peripheral Arterial Disease
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