Reappraisal of Metformin Efficacy in the Treatment of Type 2 Diabetes: A Meta-Analysis of Randomised Controlled Trials
Open accessAbstract
BACKGROUND: The UK Prospective Diabetes Study showed that metformin decreases mortality compared to diet alone in overweight patients with type 2 diabetes mellitus. Since then, it has been the first-line treatment in overweight patients with type 2 diabetes. However, metformin-sulphonylurea bitherapy may increase mortality. METHODS AND FINDINGS: This meta-analysis of randomised controlled trials evaluated metformin efficacy (in studies of metformin versus diet alone, versus placebo, and versus no treatment; metformin as an add-on therapy; and metformin withdrawal) against cardiovascular morbidity or mortality in patients with type 2 diabetes. We searched Medline, Embase, and the Cochrane database. Primary end points were all-cause mortality and cardiovascular death. Secondary end points included all myocardial infarctions, all strokes, congestive heart failure, peripheral vascular disease, leg amputations, and microvascular complications. Thirteen randomised controlled trials (13,110 patients) were retrieved; 9,560 patients were given metformin, and 3,550 patients were given conventional treatment or placebo. Metformin did not significantly affect the primary outcomes all-cause mortality, risk ratio (RR)=0.99 (95% CI: 0.75 to 1.31), and cardiovascular mortality, RR=1.05 (95% CI: 0.67 to 1.64). The secondary outcomes were also unaffected by metformin treatment: all myocardial infarctions, RR=0.90 (95% CI: 0.74 to 1.09); all strokes, RR=0.76 (95% CI: 0.51 to 1.14); heart failure, RR=1.03 (95% CI: 0.67 to 1.59); peripheral vascular disease, RR=0.90 (95% CI: 0.46 to 1.78); leg amputations, RR=1.04 (95% CI: 0.44 to 2.44); and microvascular complications, RR=0.83 (95% CI: 0.59 to 1.17). For all-cause mortality and cardiovascular mortality, there was significant heterogeneity when including the UK Prospective Diabetes Study subgroups (I(2)=41% and 59%). There was significant interaction with sulphonylurea as a concomitant treatment for myocardial infarction (p=0.10 and 0.02, respectively). CONCLUSIONS: Although metformin is considered the gold standard, its benefit/risk ratio remains uncertain. We cannot exclude a 25% reduction or a 31% increase in all-cause mortality. We cannot exclude a 33% reduction or a 64% increase in cardiovascular mortality. Further studies are needed to clarify this situation.
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?
A recent meta-analysis suggested that cardiovascular effects of metformin could be smaller than had been hypothesized on the basis of the United Kingdom Prospective Diabetes Study; however, its results must be interpreted with caution given the low number of randomized controlled trials included.
“A recent meta-analysis suggested that the cardiovascular effects of metformin could be smaller than had been hypothesized on the basis of the UKPDS; however, its results must be interpreted with caution given the low number of randomized controlled trials included [77].”
From Metformin: An Old But Still the Best Treatment for Type 2 Diabetes (2013) · cites this paper as [77]
The risk of developing cardiac heart failure in diabetic individuals nearly doubles as the population ages.
“The risk of developing cardiac heart failure (CHF) in diabetic individuals nearly doubles as the population ages [77].”
From Metformin: An Old But Still the Best Treatment for Type 2 Diabetes (2013) · cites this paper as [77]
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
1 retracted
Metformin monotherapy for type 2 diabetes mellitus
Sáenz, A., Fernandez-Esteban, I., Mataix, A. L., Segura, M. A., Figuls, M. R. I., & Moher, D. (2005) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd002966.pub3 · Cited by 304 · see citing works
RetractedQuantifying heterogeneity in a meta‐analysis
Higgins, J. P. T., & Thompson, S. G. (2002) · Statistics in Medicine · doi:10.1002/sim.1186 · Cited by 36,763 · see citing works
Assessing the quality of reports of randomized clinical trials: Is blinding necessary?
Jadad, A. R., Moore, R. A., Carroll, D., Jenkinson, C., Reynolds, D. J. M., Gavaghan, D. J., & McQuay, H. J. (1996) · Controlled Clinical Trials · doi:10.1016/0197-2456(95)00134-4 · Cited by 17,582 · see citing works
Wild, S., Roglic, G., Green, A., Sicree, R., & King, H. (2004) · Diabetes Care · doi:10.2337/diacare.27.5.1047 · Cited by 15,297 · see citing works
Zhang, Q., Wang, C., Zheng, M., Li, Y., Li, J., Zhang, L., Shang, X., & Yan, C. (2014) · Cerebrovascular Diseases · doi:10.1159/000369778 · Cited by 11,609 · see citing works
Turner, R. C., Fox, C., Matthews, McElroy, H. H., Cull, C. A., Holman, R. R., Neil, P., Hadden, D. R., Wright, D., Manley, E., et al. (1998) · The Lancet · Cited by 8,419 · see citing works
Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes
(2008) · New England Journal of Medicine · doi:10.1056/nejmoa0802987 · Cited by 7,397 · see citing works
Schulz (1995) · doi:10.1001/jama.1995.03520290060030 · Cited by 5,634 · see citing works
The Emerging Risk Factors Collaboration (2010) · The Lancet · doi:10.1016/s0140-6736(10)60484-9 · Cited by 5,125 · see citing works
Effect of Rosiglitazone on the Risk of Myocardial Infarction and Death from Cardiovascular Causes
Nissen, S. E., & Wolski, K. (2007) · New England Journal of Medicine · doi:10.1056/nejmoa072761 · Cited by 4,675 · see citing works
Dong, Y., Hao, L., Shi, Z., Wang, G., Zhang, Z., & Han, C. (2013) · Urologia Internationalis · doi:10.1159/000351405 · Cited by 4,557 · see citing works
Gupta, A., & Uribarri, J. (2016) · Hormone Research in Paediatrics · doi:10.1159/000444053 · Cited by 4,019 · see citing works
Nathan, D. M., Buse, J. B., Davidson, M. B., Ferrannini, E., Holman, R. R., Sherwin, R., & Zinman, B. (2009) · Diabetes Care · doi:10.2337/dc08-9025 · Cited by 3,834 · see citing works
Moher, D., Pham, B., Jones, A., Cook, D. J., Jadad, A. R., Moher, M., Tugwell, P., & Klassen, T. P. (1998) · The Lancet · doi:10.1016/s0140-6736(98)01085-x · Cited by 3,560 · see citing works
Surrogate endpoints in clinical trials: Definition and operational criteria
Prentice, R. L. (1989) · Statistics in Medicine · doi:10.1002/sim.4780080407 · Cited by 2,057 · see citing works
Bailey, C. J., & Turner, R. C. (1996) · New England Journal of Medicine · doi:10.1056/nejm199602293340906 · Cited by 1,726 · see citing works
Home, P. D., Pocock, S. J., Beck-Nielsen, H., Curtis, P. S., Gomis, R., Hanefeld, M., Jones, N. P., Komajda, M., & McMurray, J. J. (2009) · The Lancet · doi:10.1016/s0140-6736(09)60953-3 · Cited by 1,393 · see citing works
Efficacy of Metformin in Patients with Non-Insulin-Dependent Diabetes Mellitus
DeFronzo, R. A., & Goodman, A. M. (1995) · New England Journal of Medicine · doi:10.1056/nejm199508313330902 · Cited by 1,368 · see citing works
Undue reliance on I 2 in assessing heterogeneity may mislead
Rücker, G., Schwarzer, G., Carpenter, J. R., & Schumacher, M. (2008) · BMC Medical Research Methodology · doi:10.1186/1471-2288-8-79 · Cited by 1,287 · see citing works
The influence of glucose-lowering therapies on cancer risk in type 2 diabetes
Currie, C. J., Poole, C. D., & Gale, E. A. M. (2009) · Diabetologia · doi:10.1007/s00125-009-1440-6 · Cited by 1,124 · see citing works
(1970) · PubMed · Cited by 976 · see citing works
Bowker, S. L., Majumdar, S. R., Veugelers, P., & Johnson, J. A. (2006) · Diabetes Care · doi:10.2337/diacare.29.02.06.dc05-1558 · Cited by 933 · see citing works
de Jager, J., Kooy, A., Lehert, P., Wulffele, M. G., van der Kolk, J., Bets, D., Verburg, J., Donker, A. J. M., & Stehouwer, C. D. A. (2010) · BMJ · doi:10.1136/bmj.c2181 · Cited by 702 · see citing works
Bennett, W. L., Maruthur, N. M., Singh, S., Segal, J. B., Wilson, L. M., Chatterjee, R., Marinopoulos, S. S., Puhan, M. A., Ranasinghe, P., Block, L., et al. (2011) · Annals of Internal Medicine · doi:10.7326/0003-4819-154-9-201105030-00336 · Cited by 609 · see citing works
How citation distortions create unfounded authority: analysis of a citation network
Greenberg, S. A. (2009) · BMJ · doi:10.1136/bmj.b2680 · Cited by 499 · see citing works
Tzoulaki, I., Molokhia, M., Curcin, V., Little, M. P., Millett, C. J., Ng, A., Hughes, R. I., Khunti, K., Wilkins, M. R., Majeed, A., et al. (2009) · BMJ · doi:10.1136/bmj.b4731 · Cited by 444 · see citing works
Kooy, A., de Jager, J., Lehert, P., Bets, D., Wulffelé, M. G., Donker, A. J. M., & Stehouwer, C. D. A. (2009) · Archives of Internal Medicine · doi:10.1001/archinternmed.2009.20 · Cited by 440 · see citing works
Lamanna, C., Monami, M., Marchionni, N., & Mannucci, E. (2010) · Diabetes Obesity and Metabolism · doi:10.1111/j.1463-1326.2010.01349.x · Cited by 363 · see citing works
Eurich, D. T., McAlister, F. A., Blackburn, D. F., Majumdar, S. R., Tsuyuki, R. T., Varney, J., & Johnson, J. A. (2007) · BMJ · doi:10.1136/bmj.39314.620174.80 · Cited by 360 · see citing works
Roussel, R. (2010) · Archives of Internal Medicine · doi:10.1001/archinternmed.2010.409 · Cited by 356 · see citing works
Hermann, L. S., Scherstén, B., Bitzén, P.-O., Kjellström, T., Lindgärde, F., & Melander, A. (1994) · Diabetes Care · doi:10.2337/diacare.17.10.1100 · Cited by 343 · see citing works
Cardiovascular Outcomes in Trials of Oral Diabetes Medications: A Systematic Review
Selvin, E., Bolen, S., Yeh, H.-C., Wiley, C., Wilson, L. M., Marinopoulos, S. S., Feldman, L., Vassy, J., Wilson, R., Bass, E. B., et al. (2008) · Archives of Internal Medicine · doi:10.1001/archinte.168.19.2070 · Cited by 300 · see citing works
Patient-Important Outcomes in Registered Diabetes Trials
Gandhi, G. Y. (2008) · JAMA · doi:10.1001/jama.299.21.2543 · Cited by 252 · see citing works
Horton, E. S., Clinkingbeard, C., Gatlin, M. R., Foley, J. E., Mallows, S., & Shen, S. (2000) · Diabetes Care · doi:10.2337/diacare.23.11.1660 · Cited by 239 · see citing works
Rao, A. D., Kuhadiya, N. D., Reynolds, K., & Fonseca, V. A. (2008) · Diabetes Care · doi:10.2337/dc08-0167 · Cited by 207 · see citing works
Quantifying the Effect of Metformin Treatment and Dose on Glycemic Control
Hirst, J. A., Farmer, A. A., Ali, R., Roberts, N. W., & Stevens, R. (2012) · Diabetes Care · doi:10.2337/dc11-1465 · Cited by 204 · see citing works
Hällsten, K., Virtanen, K. A., Lönnqvist, F., Sipilä, H. T., Oksanen, A., Viljanen, T., Rönnemaa, T., Viikari, J. S. A., Knuuti, J. M., & Nuutila, P. (2002) · Diabetes · doi:10.2337/diabetes.51.12.3479 · Cited by 165 · see citing works
Some answers, more controversy, from UKPDS
Nathan, D. M. (1998) · The Lancet · doi:10.1016/s0140-6736(98)22937-0 · Cited by 164 · see citing works
Andersson, C., Olesen, J. B., Hansen, P. R., Weeke, P. E., Norgaard, M. L., Jørgensen, C. H., Lange, T., Abildstrom, S. Z., Schramm, T. K., Vaag, A. A., et al. (2010) · Diabetologia · doi:10.1007/s00125-010-1906-6 · Cited by 154 · see citing works
Seeing what you want to see in randomised controlled trials: versions and perversions of UKPDS data
McCormack, J. P. (2000) · BMJ · doi:10.1136/bmj.320.7251.1720 · Cited by 149 · see citing works
Cryer, D. R., Nicholas, S. P., Henry, D. H., Mills, D. J., & Stadel, B. V. (2005) · Diabetes Care · doi:10.2337/diacare.28.3.539 · Cited by 145 · see citing works
Insulin use and increased risk of mortality in type 2 diabetes: a cohort study
Gamble, J., Simpson, S. H., Eurich, D. T., Majumdar, S. R., & Johnson, J. A. (2009) · Diabetes Obesity and Metabolism · doi:10.1111/j.1463-1326.2009.01125.x · Cited by 137 · see citing works
Rachmani, R., Slavachevski, I., Levi, Z., Zadok, B.-S., Kedar, Y., & Ravid, M. (2002) · European Journal of Internal Medicine · doi:10.1016/s0953-6205(02)00131-0 · Cited by 134 · see citing works
Efficacy of Glyburide/Metformin Tablets Compared with Initial Monotherapy in Type 2 Diabetes
Garber, A. J., Donovan, D. S., Dandona, P., BRUCE, S. R., & Park, J.-S. (2003) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2002-021225 · Cited by 116 · see citing works
University Group Diabetes Program
Smelo, L. S. (1971) · JAMA · doi:10.1001/jama.1971.03180260057027 · Cited by 115 · see citing works
Chiasson, J., & Naditch‐Brûlé, L. (2001) · Diabetes Care · doi:10.2337/diacare.24.6.989 · Cited by 99 · see citing works
Pioglitazone for type 2 diabetes mellitus
Richter, B., Bandeira-Echtler, E., Bergerhoff, K., Clar, C., & Ebrahim, S. H. (2006) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006060.pub2 · Cited by 87 · see citing works
What happened to the valid POEMs? A survey of review articles on the treatment of type 2 diabetes
Shaughnessy, A. F., & Slawson, D. C. (2003) · BMJ · doi:10.1136/bmj.327.7409.266 · Cited by 81 · see citing works
Blonde, L., Rosenstock, J., Mooradian, A. D., Piper, B. A., & Henry, D. A. (2002) · Diabetes Obesity and Metabolism · doi:10.1046/j.1463-1326.2002.00229.x · Cited by 66 · see citing works
Ewart, R. M., Holman, R. R., Matthews, D. R., & Meade, T. (2001) · BMJ · doi:10.1136/bmj.323.7317.854 · Cited by 39 · see citing works
Sillars, B. A., Davis, W. A., Hirsch, I. B., & Davis, T. M. E. (2010) · Diabetes Obesity and Metabolism · doi:10.1111/j.1463-1326.2010.01230.x · Cited by 39 · see citing works
Metformin associated lactic acidosis
Fitzgerald, E., Mathieu, S., & Ball, A. (2009) · BMJ · doi:10.1136/bmj.b3660 · Cited by 37 · see citing works
Hermann, L. S., KALÉN, J., Katzman, P., Lager, I., Nilsson, A., Norrhamn, O., Sartor, G., & Ugander, L. (2001) · Diabetes Obesity and Metabolism · doi:10.1046/j.1463-1326.2001.00160.x · Cited by 33 · see citing works
Pioglitazone for type 2 diabetes mellitus
Richter, B., Bandeira-Echtler, E., Bergerhoff, K., Clar, C., & Ebrahim, S. (2006) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006060 · Cited by 33 · see citing works
Azoulay, L., Schneider‐Lindner, V., Dell’Aniello, S., Schiffrin, A., & Suissa, S. (2010) · Pharmacoepidemiology and Drug Safety · doi:10.1002/pds.1834 · Cited by 31 · see citing works
Teupe, B., & Bergis, K. (1991) · PubMed · Cited by 24 · see citing works
Follow-up of Intensive Glucose Control in Type 2 Diabetes
Lund, S. S., Rossing, P. R., & Vaag, A. A. (2009) · New England Journal of Medicine · doi:10.1056/nejmc082275 · Cited by 22 · see citing works
Breast Reconstruction after Breast-Cancer Surgery
Beier, J. P., Horch, R. E., & Bach, A. D. (2009) · New England Journal of Medicine · doi:10.1056/nejmc082264 · Cited by 20 · see citing works
Flagged first, then by citations
3 of the 65 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
McDonagh, T. A., Metra, M., Adamo, M., Gardner, R. S., Baumbach, A., Böhm, M., Burri, H., Butler, J., Čelutkienė, J., Chioncel, O. D., et al. (2021) · PubMed · doi:10.1093/eurheartj/ehab670 · Cited by 19,618 · see citing works
2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure
Ponikowski, P., Voors, A. A., Anker, S. D., Bueno, H., Cleland, J. G. F., Coats, A. J. S., Falk, V., González-Juanatey, J. R., Harjola, V.-P., Jankowska, E. A., et al. (2016) · European Heart Journal · doi:10.1093/eurheartj/ehw128 · Cited by 11,429 · see citing works
2016 ESC Guidelines for the Diagnosis and Treatment of Acute and Chronic Heart Failure
Ponikowski, P., Voors, A. A., Anker, S. D., Bueno, H., Cleland, J. G. F., Coats, A. J. S., Falk, V., González-Juanatey, J. R., Harjola, V.-P., Jankowska, E. A., et al. (2016) · European Journal of Heart Failure · doi:10.1002/ejhf.592 · Cited by 5,866 · see citing works
Metformin: from mechanisms of action to therapies
Foretz, M., Guigas, B., Bertrand, L., Pollak, M., & Viollet, B. (2014) · Cell Metabolism · doi:10.1016/j.cmet.2014.09.018 · Cited by 1,501 · see citing works
Metformin—mode of action and clinical implications for diabetes and cancer
Pernicova, I., & Korbonits, M. (2014) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2013.256 · Cited by 1,344 · see citing works
Handelsman, Y., Bloomgarden, Z. T., Grunberger, G., Umpierrez, G. E., Zimmerman, R. S., Bailey, T. S., Blonde, L., Bray, G. A., Cohen, A. J., Dagogo-Jack, S. E., et al. (2015) · Endocrine Practice · doi:10.4158/ep15672.gl · Cited by 631 · see citing works
Metformin: An Old But Still the Best Treatment for Type 2 Diabetes
Rojas, L. B. A., & Gomes, M. B. (2013) · Diabetology & Metabolic Syndrome · doi:10.1186/1758-5996-5-6 · Cited by 567 · see citing works
Handelsman, Y., Bloomgarden, Z. T., Grunberger, G., Umpierrez, G., Zimmerman, R. S., Bailey, T. S., Blonde, L., Bray, G. A., Cohen, A. J., Dagogo-Jack, S., et al. (2015) · Endocrine Practice · doi:10.4158/ep15672.glsuppl · Cited by 559 · see citing works
Blonde, L., Umpierrez, G. E., Reddy, S. S., McGill, J. B., Berga, S. L., Bush, M., Chandrasekaran, S., DeFronzo, R. A., Einhorn, D., Galindo, R. J., et al. (2022) · Endocrine Practice · doi:10.1016/j.eprac.2022.08.002 · Cited by 507 · see citing works
Metformin and inflammation: its potential Beyond glucose-lowering effect
Saisho, Y. (2015) · Endocrine, Metabolic & Immune Disorders-Drug Targets · doi:10.2174/1871530315666150316124019 · Cited by 450 · see citing works
2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure
Ponikowski, P. P., Voors, A. A., Anker, S. D., Bueno, H., Cleland, J. G. F., Coats, A. J. S., Falk, V., González‐Juanatey, J. R., Harjola, V., Jankowska, E. A., et al. (2016) · Kardiologia Polska · doi:10.5603/kp.2016.0141 · Cited by 450 · see citing works
Pathophysiology of heart failure
Schwinger, R. H. G. (2021) · Cardiovascular Diagnosis and Therapy · doi:10.21037/cdt-20-302 · Cited by 435 · see citing works
Griffin, S. J., Leaver, J. K., & Irving, G. J. (2017) · Diabetologia · doi:10.1007/s00125-017-4337-9 · Cited by 398 · see citing works
2020 Clinical practice guidelines for Chronic heart failure
Russian Society of Cardiology (2020) · Russian Journal of Cardiology · doi:10.15829/1560-4071-2020-4083 · Cited by 529 · see citing works
Diretriz Brasileira de Insuficiência Cardíaca Crônica e Aguda
Rohde, L. E. P., Montera, M. W., Bocchi, E. A., Clausell, N., de Albuquerque, D. C., Rassi, S., Colafranceschi, A. S., Freitas, A. F., Ferraz, A. S., Biolo, A., et al. (2018) · Arquivos Brasileiros de Cardiologia · doi:10.5935/abc.20180190 · Cited by 462 · see citing works
Eurich, D. T., Weir, D. L., Majumdar, S. R., Tsuyuki, R. T., Johnson, J. A., Tjosvold, L., Vanderloo, S. E., & McAlister, F. A. (2013) · Circulation: Heart Failure · doi:10.1161/circheartfailure.112.000162 · Cited by 341 · see citing works
Metformin: Is it a drug for all reasons and diseases?
Triggle, C. R., Mohammed, I., Bshesh, K., Marei, I., Ye, K., Ding, H., MacDonald, R. S., Hollenberg, M. D., & Hill, M. A. (2022) · Metabolism · doi:10.1016/j.metabol.2022.155223 · Cited by 281 · see citing works
Pharmacologic Glycemic Management of Type 2 Diabetes in Adults
Lipscombe, L. L., Booth, G. L., Butalia, S., Dasgupta, K., Eurich, D. T., Goldenberg, R., Khan, N., MacCallum, L., Shah, B. R., & Simpson, S. H. (2018) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2017.10.034 · Cited by 247 · see citing works
Diabetes Mellitus and Heart Failure
Lehrke, M., & Marx, N. (2017) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2017.05.014 · Cited by 236 · see citing works
The Relationship Between Type 2 Diabetes, NAFLD, and Cardiovascular Risk
Caussy, C., Aubin, A., & Loomba, R. S. (2021) · Current Diabetes Reports · doi:10.1007/s11892-021-01383-7 · Cited by 246 · see citing works
Nesti, L., & Natali, A. (2017) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2017.04.009 · Cited by 211 · see citing works
2024 Clinical practice guidelines for Chronic heart failure
Galyavich, A. S., Tereshchenko, S. N., Uskach, T. M., Ageev, F. T., Aronov, D. M., Arutyunov, G. P., Begrambekova, Y. L., Belenkov, Y. N., Boytsov, S. A., Bubnova, M. G., et al. (2024) · Russian Journal of Cardiology · doi:10.15829/1560-4071-2024-6162 · Cited by 251 · see citing works
Heart Failure in Patients with Diabetes Mellitus
Rosano, G. M. C., Vitale, C., & Seferovic, P. M. (2017) · Cardiac failure review · doi:10.15420/cfr.2016:20:2 · Cited by 209 · see citing works
Preiss, D., Lloyd, S. M., Ford, I., McMurray, J. J. V., Holman, R. R., Welsh, P. I., Fisher, M., Packard, C. J., & Sattar, N. A. (2013) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(13)70152-9 · Cited by 203 · see citing works
Diabetes Mellitus and Heart Failure
Lehrke, M., & Marx, N. (2017) · The American Journal of Medicine · doi:10.1016/j.amjmed.2017.04.010 · Cited by 188 · see citing works
Exercise Mimetics: Impact on Health and Performance
Fan, W., & Evans, R. M. (2017) · Cell Metabolism · doi:10.1016/j.cmet.2016.10.022 · Cited by 188 · see citing works
Scheen, A. J., & Paquot, N. (2013) · Diabetes & Metabolism · doi:10.1016/j.diabet.2013.02.006 · Cited by 171 · see citing works
Calorie restriction mimetics: Can you have your cake and eat it, too?
Ingram, D. K., & Roth, G. S. (2014) · Ageing Research Reviews · doi:10.1016/j.arr.2014.11.005 · Cited by 162 · see citing works
The Current and Potential Therapeutic Use of Metformin—The Good Old Drug
Drzewoski, J., & Hanefeld, M. (2021) · Pharmaceuticals · doi:10.3390/ph14020122 · Cited by 165 · see citing works
Glossmann, H. H., & Lutz, O. M. D. (2019) · Gerontology · doi:10.1159/000502257 · Cited by 149 · see citing works
Differential effects of metformin on age related comorbidities in older men with type 2 diabetes
Wang, C.-P., Lorenzo, C., Habib, S. L., Jo, B., & Espinoza, S. E. (2017) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2017.01.013 · Cited by 134 · see citing works
Pharmacologic management of type 2 diabetes
Harper, W., Clement, M., Goldenberg, R., Hanna, A., Main, A., Retnakaran, R., Sherifali, D., Woo, V., & Yale, J.-F. (2013) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2013.01.021 · Cited by 138 · see citing works
The role of adipokines in skeletal muscle inflammation and insulin sensitivity
Nicholson, T. A., Church, C., Baker, D. J., & Jones, S. W. (2018) · Journal of Inflammation · doi:10.1186/s12950-018-0185-8 · Cited by 126 · see citing works
How effective are common medications: a perspective based on meta-analyses of major drugs
Leucht, S., Helfer, B., Gartlehner, G., & Davis, J. M. (2015) · BMC Medicine · doi:10.1186/s12916-015-0494-1 · Cited by 115 · see citing works
Prattichizzo, F., Giuliani, A., Mensa’, E., Sabbatinelli, J., Nigris, V. D., Rippo, M. R., Sala, L. L., Procopio, A. D., Olivieri, F., & Ceriello, A. (2018) · Ageing Research Reviews · doi:10.1016/j.arr.2018.10.003 · Cited by 111 · see citing works
Hoong, C. W. S., & Chua, M. W. J. (2021) · Endocrinology · doi:10.1210/endocr/bqab079 · Cited by 112 · see citing works
New forms of insulin and insulin therapies for the treatment of type 2 diabetes
Cahn, A., Miccoli, R., Dardano, A., & Prato, S. D. (2015) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(15)00097-2 · Cited by 107 · see citing works
Paneni, F., & Lüscher, T. F. (2017) · The American Journal of Medicine · doi:10.1016/j.amjmed.2017.04.008 · Cited by 103 · see citing works
On the utilization of polygenic risk scores for therapeutic targeting
Gibson, G. C. (2019) · PLoS Genetics · doi:10.1371/journal.pgen.1008060 · Cited by 101 · see citing works
Li, T., Providencia, R. A., Mu, N., Yin, Y., Chen, M., Wang, Y., Liu, M., Yu, L., Gu, C., & Ma, H. (2021) · Cardiovascular Diabetology · doi:10.1186/s12933-020-01202-5 · Cited by 100 · see citing works
Differing Effects of Metformin on Glycemic Control by Race-Ethnicity
Williams, L. K., Padhukasahasram, B., Ahmedani, B. K., Peterson, E. L., Wells, K. E., Burchard, E. G., & Lanfear, D. E. (2014) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2014-1539 · Cited by 95 · see citing works
Effects of Metformin in Heart Failure: From Pathophysiological Rationale to Clinical Evidence
Salvatore, T., Galiero, R., Caturano, A., Vetrano, E., Rinaldi, L., Coviello, F., Martino, A. D., Albanese, G., Marfella, R., Sardu, C., et al. (2021) · Biomolecules · doi:10.3390/biom11121834 · Cited by 97 · see citing works
2020 Clinical practice guidelines for Chronic heart failure
Russian Society of Cardiology (2020) · Russian Journal of Cardiology · doi:10.15829/29/1560-4071-2020-4083 · Cited by 88 · see citing works
Host quality induces phenotypic plasticity in a wing polyphenic insect
Lin, X., Xu, Y., Jiang, J., Lavine, M., & Lavine, L. C. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1721473115 · Cited by 85 · see citing works
Paneni, F., & Lüscher, T. F. (2017) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2017.05.015 · Cited by 83 · see citing works
Cardiovascular Effects of Dipeptidyl Peptidase-4 Inhibitors: From Risk Factors to Clinical Outcomes
Scheen, A. J. (2013) · Postgraduate Medicine · doi:10.3810/pgm.2013.05.2659 · Cited by 82 · see citing works
Neuen, B. L., Arnott, C., Perkovic, V., Figtree, G., de Zeeuw, D., Fulcher, G., Jun, M., Jardine, M. J., Zoungas, S., Pollock, C., et al. (2021) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.14226 · Cited by 78 · see citing works
Current perspectives on cardiovascular outcome trials in diabetes
on behalf of the D&CVD EASD Study Group, Schnell, O., Rydén, L., Standl, E., & Ceriello, A. (2016) · Cardiovascular Diabetology · doi:10.1186/s12933-016-0456-8 · Cited by 74 · see citing works
Maniar, K., Moideen, A., Mittal, A., Patil, A., Chakrabarti, A., & Banerjee, D. (2016) · Pharmacological Research · doi:10.1016/j.phrs.2016.12.003 · Cited by 75 · see citing works
Initial Choice of Oral Glucose-Lowering Medication for Diabetes Mellitus
Berkowitz, S. A., Krumme, A. A., Avorn, J., Brennan, T. A., Matlin, O. S., Spettell, C. M., Pezalla, E. J., Brill, G. E., Shrank, W. H., & Choudhry, N. K. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.5294 · Cited by 73 · see citing works
Bashier, A. M., Hussain, A. K. B., Abdelgadir, E., Alawadi, F., Sabbour, H. M., & CHILTON, R. J. (2019) · Diabetology & Metabolic Syndrome · doi:10.1186/s13098-019-0476-0 · Cited by 63 · see citing works
Peters, K. E., Chubb, S. A. P., Davis, W. A., & Davis, T. M. E. (2013) · PLoS ONE · doi:10.1371/journal.pone.0074355 · Cited by 65 · see citing works
Metformin monotherapy for adults with type 2 diabetes mellitus
Gnesin, F., Thuesen, A. C. B., Kähler, L. K. A., Madsbad, S., & Hemmingsen, B. (2020) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd012906.pub2 · Cited by 62 · see citing works
Hu, X.-Y., Li, Y., Li, L.-Q., Zheng, Y., Lv, J.-H., Huang, S., Zhang, W., Liu, L., Zhao, L., Liu, Z., et al. (2018) · BMJ Open · doi:10.1136/bmjopen-2017-019974 · Cited by 61 · see citing works
Efficacy and safety of insulin in type 2 diabetes: meta-analysis of randomised controlled trials
Erpeldinger, S., Rehman, M. B., Berkhout, C., Pigache, C., Zerbib, Y., Regnault, F., Guérin, É., Supper, I., Cornu, C., Kassaï, B., et al. (2016) · BMC Endocrine Disorders · doi:10.1186/s12902-016-0120-z · Cited by 58 · see citing works
Self-citationMogensen, U. M., Andersson, C., Fosbøl, E. L., Schramm, T. K., Vaag, A. A., Scheller, N. M., Torp-Pedersen, C. T., Gislason, G., & Køber, L. (2014) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12314 · Cited by 52 · see citing works
Tseng, C. (2019) · Journal of the American Heart Association · doi:10.1161/jaha.118.011640 · Cited by 50 · see citing works
Where Does Metformin Stand in Modern Day Management of Type 2 Diabetes?
Ahmad, E., Sargeant, J. A., Zaccardi, F., Khunti, K., Webb, D. R., & Davies, M. J. (2020) · Pharmaceuticals · doi:10.3390/ph13120427 · Cited by 51 · see citing works
Top, W. M. C., Kooy, A., & Stehouwer, C. D. A. (2022) · Pharmaceuticals · doi:10.3390/ph15030312 · Cited by 48 · see citing works
Li, T., Providencia, R. A., Jiang, W., Mu, N., Wang, Y., Li, X., Yin, Y., Liu, M., Yu, L., Gu, C., et al. (2022) · Drugs · doi:10.1007/s40265-021-01665-0 · Cited by 46 · see citing works
SILVA, D. N. N. D., Ausina, P., de Alencar, E. M., Coelho, W. S., Zancan, P., & Sola‐Penna, M. (2012) · IUBMB Life · doi:10.1002/iub.1063 · Cited by 45 · see citing works
Greiver, M., Havard, A., Bowles, J., Kalia, S., Chen, T., Aliarzadeh, B., Moineddin, R., Sherlock, J., Hinton, W., Sullivan, F., et al. (2020) · British Journal of General Practice · doi:10.3399/bjgp20x714089 · Cited by 45 · see citing works
Cosentino, F., Ceriello, A., Baeres, F. M. M., Fioretto, P., Garber, A. J., Stough, W. G., George, J. T., Grant, P. J., Khunti, K., Langkilde, A. M., et al. (2018) · European Heart Journal · doi:10.1093/eurheartj/ehy677 · Cited by 45 · see citing works
Cardiovascular disease prevention strategies for type 2 diabetes mellitus
Katsiki, N., Purrello, F., Tsioufis, C. P., & Mikhailidis, D. P. (2017) · Expert Opinion on Pharmacotherapy · doi:10.1080/14656566.2017.1351946 · Cited by 42 · see citing works
Alvarez, C., Lingvay, I., Vuylsteke, V., Koffarnus, R. L., & McGuire, D. (2015) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.143 · Cited by 41 · see citing works
Does metformin protect against osteoarthritis? An electronic health record cohort study
Barnett, L., Jordan, K. P., Edwards, J., & van der Windt, D. (2017) · Primary Health Care Research & Development · doi:10.1017/s1463423617000287 · Cited by 40 · see citing works
Peralta, F. G., Escalada, J., Torre, E. L. M., Mata‐Cases, M., García, J. C. F., Loiola, P. E., Lachica, L. Á., Pérez, J. A. F., Menéndez, S. A., Guisasola, F. Á., et al. (2018) · Endocrinología Diabetes y Nutrición · doi:10.1016/j.endinu.2018.08.004 · Cited by 43 · see citing works
The role of co-morbidity in the selection of antidiabetic pharmacotherapy in type-2 diabetes
Tschöpe, D., Markolf Hanefeld, E., Meier, J. J., Gitt, A. K., Halle, M., Bramlage, P., & Schumm‐Draeger, P. (2013) · Cardiovascular Diabetology · doi:10.1186/1475-2840-12-62 · Cited by 37 · see citing works
Lundby‐Christensen, L., Tarnow, L., Boesgaard, T. W., Lund, S. S., Wiinberg, N., Perrild, H., Krarup, T., Snorgaard, O., Gade-Rasmussen, B., Thorsteinsson, B., et al. (2016) · BMJ Open · doi:10.1136/bmjopen-2015-008376 · Cited by 37 · see citing works
Impact of glucose-lowering therapies on risk of stroke in type 2 diabetes
Bonnet, F., & Scheen, A. J. (2017) · Diabetes & Metabolism · doi:10.1016/j.diabet.2017.04.004 · Cited by 37 · see citing works
A rapid review indicated higher recruitment rates in treatment trials than in prevention trials
Cooper, C. L., Hind, D., Duncan, R., Walters, S. J., Lartey, A., Lee, E. C., & Bradburn, M. J. (2014) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2014.10.007 · Cited by 37 · see citing works
Type 2 Diabetes Medication Review
Sterrett, J., Bragg, S. W., & Weart, C. W. (2016) · The American Journal of the Medical Sciences · doi:10.1016/j.amjms.2016.01.019 · Cited by 35 · see citing works
Anti-tumor effects of metformin on head and neck carcinoma cell lines: A systematic review
Rêgo, D. F., Elias, S. T., Amato, A. A., Canto, G. D. L., & Guerra, E. N. S. (2016) · Oncology Letters · doi:10.3892/ol.2016.5526 · Cited by 36 · see citing works
Metformin as firstline treatment for type 2 diabetes: are we sure?
Boussageon, R., Gueyffier, F., & Cornu, C. (2016) · BMJ · doi:10.1136/bmj.h6748 · Cited by 34 · see citing works
Self-citationWood, N., Straw, S., Scalabrin, M., Roberts, L. D., Witte, K. K., & Bowen, T. S. (2020) · ESC Heart Failure · doi:10.1002/ehf2.13121 · Cited by 31 · see citing works
Harrington, J. L., de Albuquerque Rocha, N., Patel, K. V., Verma, S., & McGuire, D. K. (2018) · Current Diabetes Reports · doi:10.1007/s11892-018-1035-z · Cited by 32 · see citing works
Is HbA1c a valid surrogate for macrovascular and microvascular complications in type 2 diabetes?
Bejan‐Angoulvant, T., Cornu, C., Archambault, P., Tudrej, B. V., Audier, P., Brabant, Y., Gueyffier, F., & Boussageon, R. (2015) · Diabetes & Metabolism · doi:10.1016/j.diabet.2015.04.001 · Cited by 32 · see citing works
Self-citationChiang, C., Ueng, K.-C., Chao, T., Lin, T., Wu, Y.-J., Wang, K.-L., Sung, S., Yeh, H., Li, Y., Liu, P., et al. (2020) · Journal of the Chinese Medical Association · doi:10.1097/jcma.0000000000000359 · Cited by 30 · see citing works
Hierons, S. J., Marsh, J. S., Wu, D., Blindauer, C. A., & Stewart, A. J. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms221810140 · Cited by 29 · see citing works
Tsapas, A., Karagiannis, T., Avgerinos, I., Liakos, A., & Bekiari, E. (2021) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2021.108921 · Cited by 29 · see citing works
Boussageon, R., Gueyffier, F., & Cornu, C. (2014) · Diabetes & Metabolism · doi:10.1016/j.diabet.2013.12.010 · Cited by 28 · see citing works
Self-citationElendu, C., Amaechi, D. C., Elendu, T. C., Fiemotonghan, B.-E., Okoye, O. K., Agu-ben, C. M., Onyekweli, S. O., Amapu, D. A., Ikpegbu, R. C., Asekhauno, M. O., et al. (2024) · Medicine · doi:10.1097/md.0000000000036895 · Cited by 26 · see citing works
Prevention of complications in type 2 diabetes: is drug glucose control evidence based?
Boussageon, R., Pouchain, D., & Renard, V. (2017) · British Journal of General Practice · doi:10.3399/bjgp17x689317 · Cited by 26 · see citing works
Self-citationCardiovascular Risks and Benefits of Medications Used for Weight Loss
Bramante, C. T., Raatz, S. J., Bomberg, E. M., Bensignor, M. O., & Ryder, J. R. (2020) · Frontiers in Endocrinology · doi:10.3389/fendo.2019.00883 · Cited by 26 · see citing works
Zhu, H., Zhu, S., Zhang, X., Guo, Y., Shi, Y., Chen, Z., & Leung, S.-W. (2013) · Diabetology & Metabolic Syndrome · doi:10.1186/1758-5996-5-70 · Cited by 26 · see citing works
Scheller, N. M., Mogensen, U. M., Andersson, C., Vaag, A. A., & Torp-Pedersen, C. T. (2013) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12197 · Cited by 25 · see citing works
Metformin and risk of long-term mortality following an admission for acute heart failure
Fácila, L., Fabregat‐Andrés, Ó., Bertoméu, V., Navarro, J. P., Miñana, G., García‐Blas, S., Valero, E., Morell, S., Sanchís, J., & Núñez, J. E. (2016) · Journal of Cardiovascular Medicine · doi:10.2459/jcm.0000000000000420 · Cited by 25 · see citing works
Divergent Effects of Various Diabetes Drugs on Cardiovascular Prognosis
Bell, D. S. H., Patil, H., & O’Keefe, J. H. (2013) · Reviews in Cardiovascular Medicine · doi:10.3909/ricm0671 · Cited by 25 · see citing works
Zeng, X., Jia, N., Meng, L., Shi, J. C., Li, Y., Hu, X., Hu, J.-B., Xu, H., Li, J., Li, H., et al. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.996190 · Cited by 24 · see citing works
Bonora, E., & CIGOLINI, M. (2016) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2016.03.002 · Cited by 25 · see citing works
Is metformin beneficial for heart failure in patients with type 2 diabetes?
Packer, M. (2017) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2017.12.011 · Cited by 23 · see citing works
The Impact of Current and Novel anti-diabetic Therapies On Cardiovascular Risk
Ussher, J. R., Sutendra, G., & Jaswal, J. S. (2012) · Future Cardiology · doi:10.2217/fca.12.68 · Cited by 21 · see citing works
Cardiovascular effects of anti-diabetes drugs
Younk, L. M., Lamos, E. M., & Davis, S. N. (2016) · Expert Opinion on Drug Safety · doi:10.1080/14740338.2016.1195368 · Cited by 23 · see citing works
Cardiovascular Effects of Glucose-lowering Therapies for Type 2 Diabetes: New Drugs in Perspective
Thompson, P. L., & Davis, T. M. E. (2016) · Clinical Therapeutics · doi:10.1016/j.clinthera.2016.10.008 · Cited by 22 · see citing works
Emerging uncertainty on the anti-aging potential of metformin
Keys, M. T., Hallas, J., Miller, R. A., Suissa, S., & Christensen, K. (2025) · Ageing Research Reviews · doi:10.1016/j.arr.2025.102817 · Cited by 24 · see citing works
Sundström, J., Kristófi, R., Östlund, O., Bennet, L., Eliasson, B., Jansson, S. P. O., Leksell, J. K., Almby, K. E., Lundqvist, M., & Eriksson, J. W. (2021) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2021.107996 · Cited by 21 · see citing works
Repurposing Metformin for Vascular Disease
Triggle, C. R., Marei, I., Ye, K., Ding, H., Anderson, T. J., Hollenberg, M. D., & Hill, M. A. (2022) · Current Medicinal Chemistry · doi:10.2174/0929867329666220729154615 · Cited by 22 · see citing works
Emerging Therapy for Diabetic Cardiomyopathy: From Molecular Mechanism to Clinical Practice
Hsuan, C., Teng, S. I. F., Hsu, C., Liao, D., Chang, A. J.-W., Lee, H.-L., Hee, S., Chang, Y., & Chuang, L. (2023) · Biomedicines · doi:10.3390/biomedicines11030662 · Cited by 23 · see citing works
Challenging 2019 ESC guidelines for the management of type 2 diabetes
Scheen, A. J. (2019) · Diabetes & Metabolism · doi:10.1016/j.diabet.2019.10.006 · Cited by 20 · see citing works
Kim, G. S., Park, J. H., & Won, J. C. (2019) · Endocrinology and Metabolism · doi:10.3803/enm.2019.34.2.106 · Cited by 20 · see citing works
- Authors
- Boussageon, R., Supper, I., Bejan-Angoulvant, T., Kellou, N., Cucherat, M., Boissel, J.-P., Kassai, B., Moreau, A., Gueyffier, F., & Cornu, C.
- Affiliations
- Lyon 1 Université (FR)
- Corresponding author
- Cornu, Catherine
- ORCID
- Venue
- PLoS Medicine
- Publisher
- Public Library of Science (PLoS)
- Published
- 2012-04-10
- Volume
- 9
- Issue
- 4
- Pages
- e1001204
- ISSN
- 1549-1277 (ISSN-L)
- 1549-1676
- PMC
- PMC3323508
- OpenAlex
- W2043807347
- Cited by
- 266
- References
- 65
- Citations by year
- 2026: 8 · 2025: 7 · 2024: 11 · 2023: 8 · 2022: 12 · 2021: 19 · 2020: 30 · 2019: 19 · 2018: 28 · 2017: 18 · 2016: 24 · 2015: 23 · 2014: 23 · 2013: 27 · 2012: 9
- FWCI
- 3.64
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS Medicine (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- HAL (submittedVersion, other-oa)
- HAL (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolism, Diabetes, and Cancer
- Keywords
- metformin, type 2 diabetes, all-cause mortality, cardiovascular mortality, cardiovascular morbidity, myocardial infarction, stroke, congestive heart failure, peripheral vascular disease, leg amputation, microvascular complications, UK Prospective Diabetes Study, first-line therapy, drug efficacy
- MeSH terms
- Diabetes Mellitus, Type 2, Diabetic Angiopathies, Humans, Metformin, Sulfonylurea Compounds, Outcome Assessment, Health Care, Overweight
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