Clinical Outcomes of Metformin Use in Populations With Chronic Kidney Disease, Congestive Heart Failure, or Chronic Liver Disease: A Systematic Review
Open accessAbstract
BACKGROUND: Recent changes to the U.S. Food and Drug Administration boxed warning for metformin will increase its use in persons with historical contraindications or precautions. Prescribers must understand the clinical outcomes of metformin use in these populations. PURPOSE: To synthesize data addressing outcomes of metformin use in populations with type 2 diabetes and moderate to severe chronic kidney disease (CKD), congestive heart failure (CHF), or chronic liver disease (CLD) with hepatic impairment. DATA SOURCES: MEDLINE (via PubMed) from January 1994 to September 2016, and Cochrane Library, EMBASE, and International Pharmaceutical Abstracts from January 1994 to November 2015. STUDY SELECTION: English-language studies that: 1) examined adults with type 2 diabetes and CKD (with estimated glomerular filtration rate less than 60 mL/min/1.73 m2), CHF, or CLD with hepatic impairment; 2) compared diabetes regimens that included metformin with those that did not; and 3) reported all-cause mortality, major adverse cardiovascular events, and other outcomes of interest. DATA EXTRACTION: 2 reviewers abstracted data and independently rated study quality and strength of evidence. DATA SYNTHESIS: On the basis of quantitative and qualitative syntheses involving 17 observational studies, metformin use is associated with reduced all-cause mortality in patients with CKD, CHF, or CLD with hepatic impairment, and with fewer heart failure readmissions in patients with CKD or CHF. LIMITATIONS: Strength of evidence was low, and data on multiple outcomes of interest were sparse. Available studies were observational and varied in follow-up duration. CONCLUSION: Metformin use in patients with moderate CKD, CHF, or CLD with hepatic impairment is associated with improvements in key clinical outcomes. Our findings support the recent changes in metformin labeling. PRIMARY FUNDING SOURCE: U.S. Department of Veterans Affairs. (PROSPERO: CRD42016027708).
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Diabetic patients with liver, kidney and heart diseases who did not receive metformin could have benefited from its use with reduced hospitalization and mortality.
“Recently, it was evident that diabetic patients with liver, kidney and heart diseases, who did not receive metformin could have benefitted from its use with reduced hospitalization and mortality (Crowley et al. 2017).”
From Benefits of Metformin in Attenuating the Hallmarks of Aging (2020) · cites this paper as Crowley et al. 2017
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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
Meta-analysis in clinical trials
DerSimonian, R., & Laird, N. (1986) · Controlled Clinical Trials · doi:10.1016/0197-2456(86)90046-2 · Cited by 39,552 · see citing works
Operating characteristics of a rank correlation test for publication bias
Begg, C. B., & Mazumdar, M. (1994) · Biometrics · doi:10.2307/2533446 · Cited by 16,955 · see citing works
GRADE guidelines: 3. Rating the quality of evidence
Balshem, H., Helfand, M., Schünemann, H. J., Oxman, A. D., Kunz, R., Brozek, J., Vist, G. E., Falck-Ytter, Y., Meerpohl, J., & Norris, S. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.07.015 · Cited by 8,285 · see citing works
Zhang, J., & Yu, K. F. (1998) · JAMA · doi:10.1001/jama.280.19.1690 · Cited by 4,138 · see citing works
Inzucchi, S. E., Bergenstal, R. M., Buse, J. B., Diamant, M., Ferrannini, E., Nauck, M., Peters, A. L., Tsapas, A., Wender, R., & Matthews, D. R. (2015) · Diabetes Care · doi:10.2337/dc14-2441 · Cited by 3,066 · see citing works
Improved tests for a random effects meta‐regression with a single covariate
Knapp, G., & Hartung, J. (2003) · Statistics in Medicine · doi:10.1002/sim.1482 · Cited by 2,075 · see citing works
Evaluating medication effects outside of clinical trials: new-user designs
Ray, W. A. (2003) · American Journal of Epidemiology · doi:10.1093/aje/kwg231 · Cited by 1,646 · see citing works
Hernán, M. Á. (2009) · Epidemiology · doi:10.1097/ede.0b013e3181c1ea43 · Cited by 1,367 · see citing works
Risk of fatal and nonfatal lactic acidosis with metformin use in type 2 diabetes mellitus
Salpeter, S. R., Greyber, E., Pasternak, G. A., & Salpeter (posthumous), E. E. (2010) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd002967.pub4 · Cited by 893 · see citing works
Metformin in Patients With Type 2 Diabetes and Kidney Disease: A Systematic Review
Inzucchi, S. E., Lipska, K. J., Mayo, H., Bailey, C. J., & McGuire, D. K. (2014) · JAMA · doi:10.1001/jama.2014.15298 · Cited by 601 · see citing works
Metformin pathways: pharmacokinetics and pharmacodynamics
Gong, L., Goswami, S., Giacomini, K. M., Altman, R. B., & Klein, T. E. (2012) · Pharmacogenetics and Genomics · doi:10.1097/fpc.0b013e3283559b22 · Cited by 495 · see citing works
Masoudi, F. A., Inzucchi, S. E., Wang, Y., Havranek, E. P., Foody, J. M., & Krumholz, H. M. (2005) · Circulation · doi:10.1161/01.cir.0000154542.13412.b1 · Cited by 458 · see citing works
Standards of Medical Care in Diabetes—2016: Summary of Revisions
(2015) · Diabetes Care · doi:10.2337/dc16-s003 · Cited by 449 · see citing works
Risk of fatal and nonfatal lactic acidosis with metformin use in type 2 diabetes mellitus
Salpeter, S. R., Greyber, E., Pasternak, G. A., & Salpeter, E. E. (2010) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd002967.pub3 · Cited by 435 · see citing works
Palmer, S. C., Mavridis, D., Nicolucci, A., Johnson, D. W., Tonelli, M. A., Craig, J. C., Maggo, J. K., Gray, V., Berardis, G. D., Ruospo, M., et al. (2016) · JAMA · doi:10.1001/jama.2016.9400 · Cited by 423 · see citing works
Improved clinical outcomes associated with metformin in patients with diabetes and heart failure
Eurich, D. T., Majumdar, S. R., McAlister, F. A., Tsuyuki, R. T., & Johnson, J. A. (2005) · Diabetes Care · doi:10.2337/diacare.28.10.2345 · Cited by 419 · 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
Roussel, R. (2010) · Archives of Internal Medicine · doi:10.1001/archinternmed.2010.409 · Cited by 356 · 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
Cardiovascular safety of sulfonylureas: a meta‐analysis of randomized clinical trials
Monami, M., Genovese, S., & Mannucci, E. (2013) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12116 · Cited by 250 · see citing works
Ekström, N., Schiöler, L., Svensson, A.-M., Eeg-Olofsson, K., Miao Jonasson, J., Zethelius, B., Cederholm, J., Eliasson, B., & Gudbjörnsdottir, S. (2012) · BMJ Open · doi:10.1136/bmjopen-2012-001076 · Cited by 221 · see citing works
Metformin Use and Mortality in Ambulatory Patients With Diabetes and Heart Failure
Aguilar, D. A., Chan, W., Bozkurt, B., Ramasubbu, K., & Deswal, A. M. (2010) · Circulation Heart Failure · doi:10.1161/circheartfailure.110.952556 · Cited by 204 · see citing works
The Phantom of Lactic Acidosis due to Metformin in Patients With Diabetes
Misbin, R. I. (2004) · Diabetes Care · doi:10.2337/diacare.27.7.1791 · Cited by 199 · see citing works
Zhang, X., Harmsen, W. S., Mettler, T. A., Kim, W. R., Roberts, R. O., Therneau, T. M., Roberts, L. R., & Chaiteerakij, R. (2014) · Hepatology · doi:10.1002/hep.27199 · Cited by 181 · see citing works
Impact of Metformin on the Prognosis of Cirrhosis Induced by Viral Hepatitis C in Diabetic Patients
Nkontchou, G., Cosson, E., Aout, M., Mahmoudi, A., Bourcier, V., Charif, I., Ganne‐Carrié, N., Grando–Lemaire, V., Vicaut, É., Trinchet, J., et al. (2011) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2010-2415 · Cited by 165 · 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
MacDonald, M. R., Eurich, D. T., Majumdar, S. R., Lewsey, J. D., Bhagra, S., Jhund, P. S., Petrie, M. C., McMurray, J. J. V., Petrie, J. R., & McAlister, F. A. (2010) · Diabetes Care · doi:10.2337/dc09-2227 · Cited by 149 · see citing works
Sitagliptin Use in Patients With Diabetes and Heart Failure
Weir, D. L., McAlister, F. A., Senthilselvan, A., Minhas‐Sandhu, J. K., & Eurich, D. T. (2014) · JACC Heart Failure · doi:10.1016/j.jchf.2014.04.005 · Cited by 123 · see citing works
Insulin-Sensitizing Antihyperglycemic Drugs and Mortality After Acute Myocardial Infarction
Inzucchi, S. E., Masoudi, F. A., Wang, Y., Kosiborod, M., Foody, J. M., Setaro, J. F., Havranek, E. P., & Krumholz, H. M. (2005) · Diabetes Care · doi:10.2337/diacare.28.7.1680 · Cited by 101 · see citing works
Metformin Therapy and Outcomes in Patients With Advanced Systolic Heart Failure and Diabetes
Shah, D. D., Fonarow, G. C., & Horwich, T. B. (2010) · Journal of Cardiac Failure · doi:10.1016/j.cardfail.2009.10.022 · Cited by 100 · see citing works
Effect of Metformin on Mortality in Patients With Heart Failure and Type 2 Diabetes Mellitus
Evans, J. M. M., Doney, A. S. F., AlZadjali, M. A., Ogston, S. A., Petrie, J. R., Morris, A. D., Struthers, A. D., Wong, A., & Lang, C. C. (2010) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2010.05.031 · Cited by 93 · see citing works
Converting Odds Ratio to Relative Risk in Cohort Studies with Partial Data Information
Wang, Z. (2013) · Journal of Statistical Software · doi:10.18637/jss.v055.i05 · Cited by 73 · see citing works
Morgan, C. L., Mukherjee, J., Jenkins‐Jones, S., Holden, S. E., & Currie, C. J. (2014) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12302 · Cited by 71 · see citing works
Tinetti, M. E., McAvay, G., Trentalange, M. J., Cohen, A. B., & Allore, H. G. (2015) · BMJ · doi:10.1136/bmj.h4984 · Cited by 71 · see citing works
Metformin Inhibits Glutaminase Activity and Protects against Hepatic Encephalopathy
Ampuero, J., Ranchal, I., Nuñez, D., Díaz-Herrero, M. D. M., Maraver, M., Campo, J. A. D., Rojas, Á., Camacho, I., Figueruela, B., Bautista, J., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0049279 · Cited by 68 · see citing works
Romero, S. P., Andrey, J. L., Garcia-Egido, A. A., Escobar, M. A., Perez, V., Corzo, R., Garcia-Domiguez, G. J., & Gomez, F. (2011) · International Journal of Cardiology · doi:10.1016/j.ijcard.2011.10.141 · Cited by 64 · see citing works
Limitations of metformin use in patients with kidney disease: are they warranted?
Vasisht, K. P., Chen, S. ‐., Peng, Y., & Bakris, G. L. (2010) · Diabetes Obesity and Metabolism · doi:10.1111/j.1463-1326.2010.01295.x · Cited by 47 · see citing works
Gallagher, A. M., Smeeth, L. L., Seabroke, S., et al. (2011) · PLoS ONE · doi:10.1371/journal.pone.0028157 · Cited by 38 · see citing works
Metformin Use Reduction in Mild to Moderate Renal Impairment
Flory, J., & Hennessy, S. (2015) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.6936 · Cited by 35 · see citing works
Weir, M. A., Gomes, T., Mamdani, M., Juurlink, D. N., Hackam, D. G., Mahon, J. L., Jain, A. K., & Garg, A. X. (2010) · Nephrology Dialysis Transplantation · doi:10.1093/ndt/gfq649 · Cited by 28 · see citing works
Metformin use in renal dysfunction: Is a serum creatinine threshold appropriate?
Philbrick, A. M., Ernst, M. E., McDanel, D. L., et al. (2009) · American Journal of Health-System Pharmacy · doi:10.2146/ajhp080330 · Cited by 24 · see citing works
Potential Impact of Prescribing Metformin According to eGFR Rather Than Serum Creatinine
Tuot, D. S., Lin, F., Shlipak, M. G., Grubbs, V., Hsu, C., Yee, J., Shahinian, V. B., Saran, R., Saydah, S., Williams, D. E., et al. (2015) · Diabetes Care · doi:10.2337/dc15-0542 · Cited by 20 · see citing works
Huang, D. L., Abrass, I. B., & Young, B. A. (2014) · BMC Nephrology · doi:10.1186/1471-2369-15-86 · Cited by 13 · see citing works
Metformin Use in Patients With Diabetes and Heart Failure: Cause for Concern?
Swift, T. M. M. (2009) · Diabetes Spectrum · doi:10.2337/diaspect.22.1.18 · Cited by 4 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- [3]Bolen S Tseng E Hutfless S Segal JB Suarez-Cuervo C Berger Z AHRQ Comparative Effectiveness Reviews Diabetes Medications for Adults With Type 2 Diabetes: An Update Rockville (MD) Agency for Healthcare Research and Quality (US) 2016 27227214
- [18]Viswanathan M Ansari MT Berkman ND Chang S Hartling L McPheeters M Assessing the Risk of Bias of Individual Studies in Systematic Reviews of Health Care Interventions. 2012 Mar 8 Methods Guide for Effectiveness and Comparative Effectiveness Reviews [Internet] Rockville (MD) Agency for Healthcare Research and Quality (US) 2008 Available from: http://www.ncbi.nlm.nih.gov/books/NBK91433/. Accessed October 6, 2015 22479713
- [28]Agency for Healthcare Research and Quality Methods Guide for Effectiveness and Comparative Effectiveness Reviews Rockville, MD Agency for Healthcare Research and Quality Available at: http://www.effectivehealthcare.ahrq.gov/index.cfm/search-for-guides-reviews-and-reports/?pageaction=displayproduct&productid=318. Accessed October 6, 2015 21433403
Cited by
Sorted by citations
KDIGO 2020 Clinical practice guideline for diabetes management in chronic kidney disease
de Boer, I. H., Caramori, M. L., Chan, J. C. N., Heerspink, H. J. L., Hurst, C., Khunti, K., Liew, A., Michos, E. D., Navaneethan, S. D., Olowu, W. A., et al. (2020) · Kidney International · doi:10.1016/j.kint.2020.06.019 · Cited by 1,399 · see citing works
KDIGO 2022 Clinical Practice Guideline for Diabetes Management in Chronic Kidney Disease
Rossing, P., Caramori, M. L., Chan, J. C. N., Heerspink, H. J. L., Hurst, C., Khunti, K., Liew, A., Michos, E. D., Navaneethan, S. D., Olowu, W. A., et al. (2022) · Kidney International · doi:10.1016/j.kint.2022.06.008 · Cited by 1,373 · see citing works
Benefits of Metformin in Attenuating the Hallmarks of Aging
Kulkarni, A. S., Gubbi, S., & Barzilai, N. (2020) · Cell Metabolism · doi:10.1016/j.cmet.2020.04.001 · Cited by 766 · see citing works
Romero, R., Erez, O., Hüttemann, M., Maymon, E., Panaitescu, B., Conde-Agudelo, A., Pacora, P., Yoon, B. H., & Grossman, L. I. (2017) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2017.06.003 · Cited by 253 · 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
McMurray, J. J. V., Ponikowski, P., Bolli, G. B., Lukashevich, V., Kozlovski, P., Kothny, W., Lewsey, J. D., & Krum, H. (2018) · JACC: Heart Failure · doi:10.1016/j.jchf.2017.08.004 · Cited by 165 · see citing works
Halabi, A., Sen, J., Huynh, Q., & Marwick, T. H. (2020) · Cardiovascular Diabetology · doi:10.1186/s12933-020-01100-w · Cited by 93 · see citing works
Vilar‐Gomez, E., Vuppalanchi, R., Desai, A. P., Gawrieh, S., Ghabril, M., Saxena, R., Cummings, O. W., & Chalasani, N. (2019) · Alimentary Pharmacology & Therapeutics · doi:10.1111/apt.15331 · Cited by 84 · see citing works
Hu, Y., Lei, M., Ke, G., Huang, X., Peng, X., Zhong, L., & Fu, P. (2020) · Frontiers in Endocrinology · doi:10.3389/fendo.2020.559446 · Cited by 39 · see citing works
Silverii, G. A. (2024) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.15749 · Cited by 33 · see citing works
- Authors
- Crowley, M. J., Diamantidis, C. J., McDuffie, J. R., Cameron, C. B., Stanifer, J. W., Mock, C. K., Wang, X., Tang, S., Nagi, A., Kosinski, A. S., & Williams, J. W.
- Affiliations
- Duke University (US)
- From Durham Veterans Affairs Medical Center and Duke University School of Medicine, Durham, North Carolina.
- ORCID
- Venue
- Annals of Internal Medicine
- Publisher
- American College of Physicians
- Published
- 2017-02-07
- Volume
- 166
- Issue
- 3
- Pages
- 191-200
- ISSN
- 0003-4819 (ISSN-L)
- 1539-3704
- PMC
- PMC5293600
- OpenAlex
- W2570191103
- Cited by
- 287
- References
- 45
- Citations by year
- 2026: 10 · 2025: 22 · 2024: 25 · 2023: 23 · 2022: 31 · 2021: 40 · 2020: 48 · 2019: 35 · 2018: 28 · 2017: 24 · 2016: 1
- FWCI
- 5.35
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Annals of Internal Medicine (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- U.S. Department of Veterans Affairs (ESP Project #09-009)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Nephrology › Chronic Kidney Disease and Diabetes
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Keywords
- metformin, chronic kidney disease, congestive heart failure, chronic liver disease, liver dysfunction, type 2 diabetes, all-cause mortality, major adverse cardiovascular events, heart failure readmission, FDA boxed warning, drug contraindications
- MeSH terms
- Contraindications, Cause of Death, Chronic Disease, Diabetes Mellitus, Type 2, Heart Failure, Humans, Hypoglycemia, Hypoglycemic Agents, Liver Diseases, Metformin, Treatment Outcome, Renal Insufficiency, Chronic
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