Chocolate consumption and cardiometabolic disorders: systematic review and meta-analysis
Open accessAbstract
OBJECTIVE: To evaluate the association of chocolate consumption with the risk of developing cardiometabolic disorders. DESIGN: Systematic review and meta-analysis of randomised controlled trials and observational studies. DATA SOURCES: Medline, Embase, Cochrane Library, PubMed, CINAHL, IPA, Web of Science, Scopus, Pascal, reference lists of relevant studies to October 2010, and email contact with authors. STUDY SELECTION: Randomised trials and cohort, case-control, and cross sectional studies carried out in human adults, in which the association between chocolate consumption and the risk of outcomes related to cardiometabolic disorders were reported. DATA EXTRACTION: Data were extracted by two independent investigators, and a consensus was reached with the involvement of a third. The primary outcome was cardiometabolic disorders, including cardiovascular disease (coronary heart disease and stroke), diabetes, and metabolic syndrome. A meta-analysis assessed the risk of developing cardiometabolic disorders by comparing the highest and lowest level of chocolate consumption. RESULTS: From 4576 references seven studies met the inclusion criteria (including 114,009 participants). None of the studies was a randomised trial, six were cohort studies, and one a cross sectional study. Large variation was observed between these seven studies for measurement of chocolate consumption, methods, and outcomes evaluated. Five of the seven studies reported a beneficial association between higher levels of chocolate consumption and the risk of cardiometabolic disorders. The highest levels of chocolate consumption were associated with a 37% reduction in cardiovascular disease (relative risk 0.63 (95% confidence interval 0.44 to 0.90)) and a 29% reduction in stroke compared with the lowest levels. CONCLUSIONS: Based on observational evidence, levels of chocolate consumption seem to be associated with a substantial reduction in the risk of cardiometabolic disorders. Further experimental studies are required to confirm a potentially beneficial effect of chocolate consumption.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Some observational studies evaluating total or selected dietary flavonoids observe lower risk of cardiometabolic events; no long-term clinical trials have been performed.
“Some observational studies evaluating total or selected dietary flavonoids observe lower risk of cardiometabolic events;299, 300 no long-term clinical trials have been performed.”
From Dietary and Policy Priorities for Cardiovascular Disease, Diabetes, and Obesity: A Comprehensive Review (2016) · cites this paper as [300]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722 · see citing works
Statistical Aspects of the Analysis of Data From Retrospective Studies of Disease
(1959) · JNCI: Journal of the National Cancer Institute · doi:10.1093/jnci/22.4.719 · Cited by 14,689 · see citing works
Heart Disease and Stroke Statistics—2017 Update: A Report From the American Heart Association
Benjamin, E. J., Blaha, M. J., Chiuve, S. E., Cushman, M., Das, S. R., Deo, R., de Ferranti, S. D., Floyd, J., Fornage, M., Gillespie, C., et al. (2017) · Circulation · doi:10.1161/cir.0000000000000485 · Cited by 12,591 · see citing works
Heart Disease and Stroke Statistics—2010 Update: A Report From the American Heart Association
WRITING GROUP MEMBERS, Lloyd-Jones, D., Adams, R. J., Brown, T. M., Carnethon, M., Dai, S., De Simone, G., Ferguson, T. B., Ford, E., Furie, K., et al. (2010) · Circulation · doi:10.1161/circulationaha.109.192667 · Cited by 5,700 · see citing works
Hooper, L., Kroon, P. A., Rimm, E. B., Cohn, J. S., Harvey, I., Le Cornu, K. A., Ryder, J. J., Hall, W. L., & Cassidy, A. (2008) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/88.1.38 · Cited by 1,097 · see citing works
Flavonoid intake and cardiovascular disease mortality: a prospective study in postmenopausal women
Mink, P. J., Scrafford, C. G., Barraj, L. M., Harnack, L., Hong, C.-P., Nettleton, J. A., & Jacobs, D. R. (2007) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/85.3.895 · Cited by 945 · see citing works
Carter, P., Gray, L. J., Troughton, J., Khunti, K., & Davies, M. J. (2010) · BMJ · doi:10.1136/bmj.c4229 · Cited by 728 · see citing works
Grassi, D., Necozione, S., Lippi, C., Croce, G., Valeri, L., Pasqualetti, P., Desideri, G., Blumberg, J. B., & Ferri, C. (2005) · Hypertension · doi:10.1161/01.hyp.0000174990.46027.70 · Cited by 546 · see citing works
Grassi, D., Lippi, C., Necozione, S., Desideri, G., & Ferri, C. (2005) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/81.3.611 · Cited by 510 · see citing works
Grassi, D., Desideri, G., Necozione, S., Lippi, C., Casale, R., Properzi, G., Blumberg, J. B., & Ferri, C. (2008) · The Journal of Nutrition · doi:10.1093/jn/138.9.1671 · Cited by 481 · see citing works
Cocoa Intake, Blood Pressure, and Cardiovascular Mortality
Buijsse, B., Feskens, E. J. M., Kok, F. J., & Kromhout, D. (2006) · Archives of Internal Medicine · doi:10.1001/.411 · Cited by 427 · see citing works
Cocoa and Cardiovascular Health
Corti, R., Flammer, A. J., Hollenberg, N. K., & Lüscher, T. F. (2009) · Circulation · doi:10.1161/circulationaha.108.827022 · Cited by 424 · see citing works
Balzer, J., Rassaf, T., Heiss, C., Kleinbongard, P., Lauer, T., Merx, M., Heussen, N., Gross, H. B., Keen, C. L., Schroeter, H., et al. (2008) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2008.01.059 · Cited by 345 · see citing works
Effect of Cocoa and Tea Intake on Blood Pressure
Taubert, D. (2007) · Archives of Internal Medicine · doi:10.1001/archinte.167.7.626 · Cited by 282 · see citing works
Chocolate and Prevention of Cardiovascular Disease: A Systematic Review
Ding, E. L., Hutfless, S. M., Ding, X., & Girotra, S. R. (2006) · Nutrition & Metabolism · doi:10.1186/1743-7075-3-2 · Cited by 267 · see citing works
Effect of Cocoa Products on Blood Pressure: Systematic Review and Meta-Analysis
Desch, S., Schmidt, J., Kobler, D., Sonnabend, M., Eitel, I., Sareban, M., Rahimi, K., Schuler, G., & Thiele, H. (2009) · American Journal of Hypertension · doi:10.1038/ajh.2009.213 · Cited by 259 · see citing works
Bias in meta-analysis detected by a simple, graphical test. Graphical test is itself biased.
Irwig, L., Macaskill, P., Berry, G., & Glasziou, P. (1998) · PubMed Central · Cited by 240 · see citing works
Buijsse, B., Weikert, C., Drogan, D., Bergmann, M. M., & Boeing, H. (2010) · European Heart Journal · doi:10.1093/eurheartj/ehq068 · Cited by 227 · see citing works
Faridi, Z., Njike, V. Y., Dutta, S., Ali, A., & Katz, D. L. (2008) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/88.1.58 · Cited by 217 · see citing works
Davison, K., Coates, A. M., Buckley, J. D., & Howe, P. R. C. (2008) · International Journal of Obesity · doi:10.1038/ijo.2008.66 · Cited by 210 · see citing works
Monagas, M., Khan, N., Andres-Lacueva, C., Casas, R., Urpí-Sardà, M., Llorach, R., Lamuela-Raventós, R. M., & Estruch, R. (2009) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.2009.27716 · Cited by 209 · see citing works
Prevalence and gender distribution of the metabolic syndrome
Ogbera, A. O. (2010) · Diabetology & Metabolic Syndrome · doi:10.1186/1758-5996-2-1 · Cited by 205 · see citing works
Heiss, C., Jahn, S., Taylor, M., Real, W. M., Angeli, F. S., Wong, M. L., Amabile, N., Prasad, M., Rassaf, T., Ottaviani, J. I., et al. (2010) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2010.03.039 · Cited by 202 · see citing works
Does chocolate reduce blood pressure? A meta-analysis
Ried, K., Sullivan, T., Fakler, P., Frank, O. R., & Stocks, N. (2010) · BMC Medicine · doi:10.1186/1741-7015-8-39 · Cited by 175 · see citing works
Dark chocolate improves endothelial and platelet function: Figure 1
Hermann, M., Spieker, L. E., Ruschitzka, F., Sudano, I., Hermann, M., Binggeli, C., Lüscher, T. F., Riesen, W., Noll, G., & Corti, R. (2005) · Heart · doi:10.1136/hrt.2005.063362 · Cited by 175 · see citing works
Crews, W. D., Harrison, D. W., & Wright, J. W. (2008) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/87.4.872 · Cited by 169 · see citing works
Jia, L., Liu, X., Bai, Y. Y., Li, S. H., Sun, K., He, C., & Hui, R. (2010) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.2009.28202 · Cited by 152 · see citing works
Oba, S., Nagata, C., Nakamura, K., Fujii, K., Kawachi, T., Takatsuka, N., & Shimizu, H. (2009) · British Journal Of Nutrition · doi:10.1017/s0007114509991966 · Cited by 132 · see citing works
Farouque, H. M. O., Leung, M., Hope, S. A., Baldi, M. A., Schechter, C. B., Cameron, J. D., & Meredith, I. T. (2006) · Clinical Science · doi:10.1042/cs20060048 · Cited by 118 · see citing works
Janszky, I., Mukamal, K. J., Ljung, R., Ahnve, S., Ahlbom, A., & Hallqvist, J. (2009) · Journal of Internal Medicine · doi:10.1111/j.1365-2796.2009.02088.x · Cited by 113 · see citing works
Allen, R., Carson, L., Kwik-Uribe, C. L., Evans, E. M., & Erdman, J. W. (2008) · Journal of Nutrition · doi:10.1093/jn/138.4.725 · Cited by 99 · see citing works
Djoussé, L., Hopkins, P. N., North, K. E., Pankow, J. S., Arnett, D. K., & Ellison, R. C. (2010) · Clinical Nutrition · doi:10.1016/j.clnu.2010.08.005 · Cited by 79 · see citing works
Chocolate Intake and Incidence of Heart Failure
Mostofsky, E., Levitan, E. B., Wolk, A., & Mittleman, M. A. (2010) · Circulation Heart Failure · doi:10.1161/circheartfailure.110.944025 · Cited by 79 · see citing works
Cardioprotective effects of chocolate and almond consumption in healthy women
Kurlandsky, S. B., & Stote, K. S. (2006) · Nutrition Research · doi:10.1016/j.nutres.2006.08.007 · Cited by 66 · see citing works
Djoussé, L., Hopkins, P. N., Arnett, D. K., Pankow, J. S., Borecki, I. B., North, K. E., & Ellison, R. C. (2010) · Clinical Nutrition · doi:10.1016/j.clnu.2010.06.011 · Cited by 47 · see citing works
Effect of Cocoa and Tea Intake on Blood Pressure: A Meta-analysis
Elliott, W. J. (2008) · Yearbook of Cardiology · doi:10.1016/s0145-4145(08)05009-0 · Cited by 28 · see citing works
Flavanols and Cardiovascular Health: Effects on the circulating NO Pool in Humans
Balzer, J., Heiß, C., Schroeter, H., Brouzos, P., Kleinbongard, P., Matern, S., Lauer, T., Rassaf, T., & Kelm, M. (2006) · Journal of Cardiovascular Pharmacology · doi:10.1097/00005344-200606001-00006 · Cited by 26 · see citing works
Cocoa Intake, Blood Pressure, and Cardiovascular Mortality
Buijsse, B., Feskens, E. J. M., Kok, F. J., & Kromhout, D. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.4.411 · Cited by 17 · see citing works
Does chocolate reduce blood pressure? A meta-analysis
Elliott, W. J. (2011) · Yearbook of Cardiology · doi:10.1016/j.ycar.2011.01.030 · Cited by 11 · see citing works
Balzer, J., Rassaf, T., Kelm, M., Heiss, C., Kleinbongard, P., Lauer, T., Merx, M. W., Heussen, N., Gross, H. B., Keen, C. L., et al. (2008) · RWTH Publications (RWTH Aachen) · Cited by 8 · see citing works
Ogunseitan, O. (2011) · Green Health: An A-to-Z Guide · doi:10.4135/9781412974592.n26 · Cited by 7 · see citing works
Cocoa Intake in Relation to Blood Pressure and Cardiovascular Mortality in Elderly Men
Buijsse, B., Feskens, E. J. M., Kok, F. J., et al. (2006) · Socio-Environmental Systems Modeling · Cited by 3 · see citing works
Allen, R., Carson, L., Kwik-Uribe, C. L., et al. (2007) · The FASEB Journal · doi:10.1096/fasebj.21.5.a338 · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Hermann F, Spieker LE, Ruschitzka F, Sudano I, Hermann M, Binggeli C, et al. Dark chocolate improves endothelial and platelet function. Heart 2006;92:119-20.
Cited by
Sorted by citations
Mozaffarian, D. (2016) · Circulation · doi:10.1161/circulationaha.115.018585 · Cited by 2,216 · see citing works
The role of polyphenols in modern nutrition
Williamson, G. (2017) · Nutrition Bulletin · doi:10.1111/nbu.12278 · Cited by 551 · see citing works
Caldeira, D., Martins, C., Alves, L. B., Pereira, H., Ferreira, J. J., & Costa, J. (2013) · Heart · doi:10.1136/heartjnl-2013-303950 · Cited by 109 · see citing works
- Authors
- Buitrago-Lopez, A., Sanderson, J., Johnson, L., Warnakula, S., Wood, A., Di Angelantonio, E., & Franco, O. H.
- Affiliations
- University of Cambridge (GB)
- Corresponding author
- Franco, O. H.
- Venue
- BMJ
- Publisher
- BMJ
- Published
- 2011-08-26
- Volume
- 343
- Issue
- aug26 1
- Pages
- d4488-d4488
- ISSN
- 0007-1447 (ISSN-L)
- 0959-8138
- 1468-5833
- PMC
- PMC3163382
- OpenAlex
- W1974851838
- Cited by
- 252
- References
- 43
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 9 · 2023: 9 · 2022: 15 · 2021: 12 · 2020: 10 · 2019: 13 · 2018: 19 · 2017: 24 · 2016: 21 · 2015: 23 · 2014: 23 · 2013: 33 · 2012: 20
- FWCI
- 4.38
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc
- Locations
- BMJ (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- HighWire Press Open Archive (submittedVersion)
- Funders
- British Heart Foundation (RG/08/014/24067)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Life Sciences › Agricultural and Biological Sciences › Food Science › Food Chemistry and Fat Analysis
- Health Sciences › Medicine › Pharmacology › Coffee research and impacts
- Keywords
- chocolate consumption, cardiometabolic disease, cardiovascular disease, coronary artery disease, stroke, diabetes mellitus, metabolic syndrome, dietary intake, health benefits of chocolate
- MeSH terms
- Cacao, Cardiovascular Diseases, Diabetes Mellitus, Type 2, Eating, Humans, Risk Factors, Metabolic Syndrome
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.
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