Cited by 75Diabetes Treatment and ManagementDiabetes, Cardiovascular Risks, and LipoproteinsMetabolism, Diabetes, and Cancer

Review of Metformin Use for Type 2 Diabetes Prevention

Open access
Moin, Tannaz, Schmittdiel, Julie A., Flory, James H., Yeh, Jessica, Karter, Andrew J., Kruge, Lydia E., Schillinger, Dean, Mangione, Carol M. +2 more·2018·American Journal of Preventive Medicine

Abstract

Context Prediabetes is prevalent and significantly increases lifetime risk of progression to type 2 diabetes. This review summarizes the evidence surrounding metformin use for type 2 diabetes prevention. Evidence acquisition Articles published between 1998 and 2017 examining metformin use for the primary indication of diabetes prevention available on MEDLINE. Evidence synthesis Forty articles met inclusion criteria and were summarized into four general categories: (1) RCTs of metformin use for diabetes prevention (n=7 and n=2 follow-up analyses); (2) observational analyses examining metformin use in heterogeneous subgroups of patients with prediabetes (n=9 from the Diabetes Prevention Program, n=1 from the biguanides and the prevention of the risk of obesity [BIGPRO] trial); (3) observational analyses examining cost effectiveness of metformin use for diabetes prevention (n=11 from the Diabetes Prevention Program, n=1 from the Indian Diabetes Prevention Program); and (4) real-world assessments of metformin eligibility or use for diabetes prevention (n=9). Metformin was associated with reduced relative risk of incident diabetes, with the strongest evidence for use in those at highest risk (i.e., aged <60 years, BMI ≥35, and women with histories of gestational diabetes). Metformin was also deemed cost effective in 11 economic analyses. Recent studies highlighted low rates of metformin use for diabetes prevention in real-world settings. Conclusions Two decades of evidence support metformin use for diabetes prevention among higher-risk patients. However, metformin is not widely used in real-world practice, and enhancing the translation of this evidence to real-world practice has important implications for patients, providers, and payers.

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.amepre.2018.04.038

Cites

17 of 17 references verified0 citation errors · 0 not checkable

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.

A few free checks a day · papers already verified open instantly · results are public

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?

  • Treatment effects of metformin may vary depending on risk levels of the individual.

    “treatment effects may vary depending on risk levels of the individual. 9”

    From Metformin Prescription Rates for Patients with Prediabetes (2022) · cites this paper as [9]

  • Diabetes incidence can be reduced through effective preventive interventions, such as participation in intensive lifestyle change programs or pharmacotherapy such as metformin.

    “Studies have shown diabetes incidence can be reduced through effective preventive interventions, such as participation in intensive lifestyle change programs (LCP) like the National Diabetes Prevention Program (National DPP) lifestyle change program, or with pharmacotherapy such as metformin. 7 -12”

    From Metformin Prescription Rates for Patients with Prediabetes (2022) · cites this paper as [9]

  • There is no FDA indication for metformin use for diabetes prevention.

    “there is no Food and Drug Administration (FDA) indication for metformin use for diabetes prevention”

    From Metformin Prescription Rates for Patients with Prediabetes (2022) · cites this paper as [9]

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

Flagged first, then by citations

Research works printed but not linked: 51

  1. [2]Ali MK, Bullard KM, Gregg EW, Del Rio C. A cascade of care for diabetes in the United States: visualizing the gaps. Ann Intern Med. 2014; 161(10): 681– 689. 10.7326/M14-0019. 25402511 · DOI
  2. [6]Lundh A, Gotzsche PC. Recommendations by Cochrane Review Groups for assessment of the risk of bias in studies. BMC Med Res Methodol. 2008; 8: 22 10.1186/1471-2288-8-22. 18426565 PMC2375895 · DOI · Paper page
  3. [7]Cochrane Risk of Bias Tool for Quality Assessment of Randomized Controlled Trials, www.ncbi.nlm.nih.gov/books/NBK107306/bin/appd-fm1.pdf. Accessed May 2, 2018.
  4. [8]Moher D, Liberati A, Tetzlaff J, Altman DG, PRISMA Group. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med. 2009; 6(7): e1000097 10.1371/journal.pmed.1000097. 19621072 PMC2707599 · DOI · Paper page
  5. [12]Li CL, Pan CY, Lu JM, Effect of metformin on patients with impaired glucose tolerance. Diabet Med. 1999; 16(6): 477– 481. 10.1046/j.1464-5491.1999.00090.x. 10391395 · DOI
  6. [13]Ramachandran A, Snehalatha C, Mary S, The Indian Diabetes Prevention Programme shows that lifestyle modification and metformin prevent type 2 diabetes in Asian Indian subjects with impaired glucose tolerance (IDPP-1). Diabetologia. 2006; 49(2): 289– 297. 10.1007/s00125-005-0097-z. 16391903 · DOI · Paper page
  7. [14]Weber MB, Ranjani H, Staimez LR, The stepwise approach to diabetes prevention: results from the D-CLIP Randomized Controlled Trial. Diabetes Care. 2016; 39(10): 1760– 1767. 10.2337/dc16-1241. 27504014 PMC5033082 · DOI
  8. [15]Iqbal Hydrie MZ, Basit A, Shera AS, Hussain A. Effect of intervention in subjects with high risk of diabetes mellitus in Pakistan. J Nutr Metab. 2012; 2012: 867604 10.1155/2012/867604. 22888411 PMC3409548 · DOI
  9. [16]Andreadis EA, Katsanou PM, Georgiopoulos DX, The effect of metformin on the incidence of type 2 diabetes mellitus and cardiovascular disease risk factors in overweight and obese subjects-the Carmos study. Exp Clin Endocrinol Diabetes. 2009; 117(4): 175– 180. 10.1055/s-0028-1087177. 19053032 · DOI
  10. [17]Holman RR, Blackwell L, Stratton IM, Manley SE, Tucker L, Frighi V. Six-year results from the Early Diabetes Intervention Trial. Diabet Med. 2003; 20(suppl 2): 15 10.1046/j.1464-5491.20.s2.2.x. · DOI
  11. [18]Diabetes Prevention Program Research Group. Effects of withdrawal from metformin on the development of diabetes in the diabetes prevention program. Diabetes Care. 2003; 26(4): 977– 980. 10.2337/diacare.26.4.977. 12663559 PMC1360737 · DOI · Paper page
  12. [19]Diabetes Prevention Program Research Group. Relationship of body size and shape to the development of diabetes in the diabetes prevention program. Obesity (Silver Spring). 2006; 14(11): 2107– 2117. 10.1038/oby.2006.246. 17135629 PMC2373982 · DOI
  13. [20]Fujimoto WY, Jablonski KA, Bray GA, Body size and shape changes and the risk of diabetes in the diabetes prevention program. Diabetes. 2007; 56(6): 1680– 1685. 10.2337/db07-0009. 17363740 PMC2528279 · DOI
  14. [21]Carnethon MR, Prineas RJ, Temprosa M, The association among autonomic nervous system function, incident diabetes, and intervention arm in the Diabetes Prevention Program. Diabetes Care. 2006; 29(4): 914– 919. 10.2337/diacare.29.04.06.dc05-1729. 16567837 PMC1751934 · DOI · Paper page
  15. [26]Zhang C, Zhang R. More effective glycaemic control by metformin in African Americans than in whites in the prediabetic population. Diabetes Metab. 2015; 41(2): 173– 175. 10.1016/j.diabet.2015.01.003. 25659998 · DOI
  16. [27]Fontbonne A, Charles MA, Juhan-Vague I, The effect of metformin on the metabolic abnormalities associated with upper-body fat distribution. BIGPRO Study Group. Diabetes Care. 1996; 19(9): 920– 926. 10.2337/diacare.19.9.920. 8875083 · DOI
  17. [29]Herman WH, Brandle M, Zhang P, Costs associated with the primary prevention of type 2 diabetes mellitus in the diabetes prevention program. Diabetes Care. 2003; 26(1): 36– 47. 10.2337/diacare.26.1.36. 12502656 PMC1402339 · DOI
  18. [30]Diabetes Prevention Program Research Group. Within-trial cost-effectiveness of lifestyle intervention or metformin for the primary prevention of type 2 diabetes. Diabetes Care. 2003; 26(9): 2518– 2523. 10.2337/diacare.26.9.2518. 12941712 PMC1360736 · DOI
  19. [33]Eddy DM, Schlessinger L, Kahn R. Clinical outcomes and cost-effectiveness of strategies for managing people at high risk for diabetes. Ann Intern Med. 2005; 143(4): 251– 264. 10.7326/0003-4819-143-4-200508160-00006. 16103469 · DOI
  20. [34]Icks A, Rathmann W, Haastert B, Clinical and cost-effectiveness of primary prevention of Type 2 diabetes in a ‘real world’ routine healthcare setting: model based on the KORA Survey 2000. Diabet Med. 2007; 24(5): 473– 480. 10.1111/j.1464-5491.2007.02108.x. 17381502 · DOI
  21. [35]Bertram MY, Lim SS, Barendregt JJ, Vos T. Assessing the cost-effectiveness of drug and lifestyle intervention following opportunistic screening for pre-diabetes in primary care. Diabetologia. 2010; 53(5): 875– 881. 10.1007/s00125-010-1661-8. 20135088 · DOI
  22. [36]Palmer AJ, Tucker DM. Cost and clinical implications of diabetes prevention in an Australian setting: a long-term modeling analysis. Prim Care Diabetes. 2012; 6(2): 109– 121. 10.1016/j.pcd.2011.10.006. 22153888 · DOI
  23. [37]Diabetes Prevention Program Research Group. The 10-year cost-effectiveness of lifestyle intervention or metformin for diabetes prevention: an intent-to-treat analysis of the DPP/DPPOS. Diabetes Care. 2012; 35(4): 723– 730. 10.2337/dc11-1468. 22442395 PMC3308273 · DOI · Paper page
  24. [38]Herman WH, Edelstein SL, Ratner RE, Effectiveness and cost-effectiveness of diabetes prevention among adherent participants. Am J Manag Care. 2013; 19(3): 194– 202. 23544761 PMC3985133
  25. [39]Png ME, Yoong JS. Evaluating the cost-effectiveness of lifestyle modification versus metformin therapy for the prevention of diabetes in Singapore. PLoS One. 2014; 9(9): e107225 10.1371/journal.pone.0107225. 25203633 PMC4159303 · DOI
  26. [40]Ramachandran A, Snehalatha C, Yamuna A, Mary S, Ping Z. Cost-effectiveness of the interventions in the primary prevention of diabetes among Asian Indians: within-trial results of the Indian Diabetes Prevention Programme (IDPP). Diabetes Care. 2007; 30(10): 2548– 2552. 10.2337/dc07-0150. 17670917 · DOI
  27. [42]The PLOS ONE Staff. Correction: Evaluating the cost-effectiveness of lifestyle modification versus metformin therapy for the prevention of diabetes in Singapore. PLoS One. 2015; 10(3): e0120831 10.1371/journal.pone.0120831. 25774690 PMC4361762 · DOI
  28. [43]Rhee MK, Herrick K, Ziemer DC, Many Americans have pre-diabetes and should be considered for metformin therapy. Diabetes Care. 2010; 33(1): 49– 54. 10.2337/dc09-0341. 19808929 PMC2797985 · DOI
  29. [44]Nathan DM, Davidson MB, DeFronzo RA, Impaired fasting glucose and impaired glucose tolerance: implications for care. Diabetes Care. 2007; 30(3): 753– 759. 10.2337/dc07-9920. 17327355 · DOI · Paper page
  30. [45]McEwen LN, Adams SR, Schmittdiel JA, Ferrara A, Selby JV, Herman WH. Screening for impaired fasting glucose and diabetes using available health plan data. J Diabetes Complications. 2013; 27(6): 580– 587. 10.1016/j.jdiacomp.2013.01.003. 23587840 PMC3714351 · DOI
  31. [46]Schmittdiel JA, Adams SR, Segal J, Novel use and utility of integrated electronic health records to assess rates of prediabetes recognition and treatment: brief report from an integrated electronic health records pilot study. Diabetes Care. 2014; 37(2): 565– 568. 10.2337/dc13-1223. 24271190 PMC3898765 · DOI · Paper page
  32. [47]Stirling DL, Onor I, Sarpong D, Rapp KI, Crawford LD. Prescribing patterns of metformin in high-risk patients with prediabetes. J La State Med Soc. 2015; 167(6): 257– 262. 26741685
  33. [48]Marshall C, Adams S, Dyer W, Schmittdiel J. Opportunities to reduce diabetes risk in women of reproductive age: assessment and treatment of prediabetes within a large integrated delivery system. Womens Health Issues. 2017; 27(6): 666– 672. 10.1016/j.whi.2017.06.001. 28694019 · DOI
  34. [49]Moin T, Duru OK, Mangione CM. Metformin prescription for insured adults with prediabetes from 2010 to 2012. Ann Intern Med. 2015; 163(6): 483 10.7326/L15-5136-2. 26370017 · DOI
  35. [50]Wu J, Ward E, Threatt T, Lu ZK. Metformin prescribing in low-income and insured patients with prediabetes. J Am Pharm Assoc (2003). 2017; 57(4): 483– 487. 10.1016/j.japh.2017.04.008. 28551306 · DOI
  36. [51]Mainous AG 3rd, Tanner RJ, Baker R. Prediabetes diagnosis and treatment in primary care. J Am Board Fam Med. 2016; 29(2): 283– 285. 10.3122/jabfm.2016.02.150252. 26957387 · DOI · Paper page
  37. [53]Tseng E, Greer RC, O’Rourke P, Survey of primary care providers’ knowledge of screening for, diagnosing and managing prediabetes. J Gen Intern Med. 2017; 32(11): 1172– 1178. 10.1007/s11606-017-4103-1. 28730532 PMC5653548 · DOI
  38. [54]Lily M, Godwin M. Treating prediabetes with metformin: systematic review and meta-analysis. Can Fam Physician. 2009; 55(4): 363– 369. 19366942 PMC2669003
  39. [55]Cefalu WT, Buse JB, Tuomilehto J, Update and next steps for real-world translation of interventions for type 2 diabetes prevention: reflections from a Diabetes Care editors’ expert forum. Diabetes Care. 2016; 39(7): 1186– 1201. 10.2337/dc16-0873. 27631469 PMC4915559 · DOI
  40. [56]Aroda VR, Knowler WC, Crandall JP, Metformin for diabetes prevention: insights gained from the Diabetes Prevention Program/Diabetes Prevention Program Outcomes Study. Diabetologia. 2017; 60(9): 1601– 1611. 10.1007/s00125-017-4361-9. 28770322 PMC5709233 · DOI
  41. [57]Herman WH, Pan Q, Edelstein SL, Impact of lifestyle and metformin interventions on the risk of progression to diabetes and regression to normal glucose regulation in overweight or obese people with impaired glucose regulation. Diabetes Care. 2017; 40(12): 1668– 1677. 10.2337/dc17-1116. 29021207 PMC5711336 · DOI
  42. [60]Salpeter SR, Greyber E, Pasternak GA, Salpeter EE. Risk of fatal and nonfatal lactic acidosis with metformin use in type 2 diabetes mellitus. Cochrane Database Syst Rev. 2010; 4: CD002967 10.1002/14651858.CD002967.pub3. 20091535 · DOI
  43. [62]Fradkin JE, Roberts BT, Rodgers GP. What’s preventing us from preventing type 2 diabetes? N Engl J Med. 2012; 367(13): 1177– 1179. 10.1056/NEJMp1208169. 23013070 · DOI
  44. [63]O’Brien PL, Cummings N, Mark TL. Off-label prescribing of psychotropic medication, 2005–2013: an examination of potential influences. Psychiatr Serv 2017; 68(6): 549– 558. 10.1176/appi.ps.201500482. 28093058 · DOI
  45. [64]Geiss LS, James C, Gregg EW, Albright A, Williamson DF, Cowie CC. Diabetes risk reduction behaviors among U.S. adults with prediabetes. Am J Prev Med. 2010; 38(4): 403– 409. 10.1016/j.amepre.2009.12.029. 20307809 · DOI
  46. [65]Mainous AG 3rd, Tanner RJ, Scuderi CB, Porter M, Carek PJ. Prediabetes screening and treatment in diabetes prevention: the impact of physician attitudes. J Am Board Fam Med. 2016; 29(6): 663– 671. 10.3122/jabfm.2016.06.160138. 28076248 · DOI
  47. [67]Ely EK, Gruss SM, Luman ET, A national effort to prevent type 2 diabetes: participant-level evaluation of CDC’s National Diabetes Prevention Program. Diabetes Care. 2017; 40(10): 1331– 1341. 10.2337/dc16-2099. 28500215 PMC5606310 · DOI · Paper page
  48. [68]Hostalek U, Gwilt M, Hildemann S. Therapeutic use of metformin in prediabetes and diabetes prevention. Drugs. 2015; 75(10): 1071– 1094. 10.1007/s40265-015-0416-8. 26059289 PMC4498279 · DOI
  49. [69]O’Brien MJ, Perez A, Scanlan AB, PREVENT-DM comparative effectiveness trial of lifestyle intervention and metformin. Am J Prev Med. 2017; 52(6): 788– 797. 10.1016/j.amepre.2017.01.008. 28237635 PMC5438762 · DOI
  50. [70]American Diabetes Association. Standards of medical care in diabetes–2018. Diabetes Care. 2018; 41(suppl 1): S51– S54. 10.2337/dc18-S005. 29222376 · DOI
  51. [72]Handelsman Y, Bloomgarden ZT, Grunberger G, American Association of Clinical Endocrinologists and American College of Endocrinology – clinical practice guidelines for developing a diabetes mellitus comprehensive care plan – 2015. Endocr Pract. 2015; 21(Suppl 1): 1– 87. 10.4158/EP15672.GLSUPPL. 25869408 PMC4959114 · DOI · Paper page

Cited by

Sorted by citations

Authors
Moin, T., Schmittdiel, J. A., Flory, J. H., Yeh, J., Karter, A. J., Kruge, L. E., Schillinger, D., Mangione, C. M., Herman, W. H., & Walker, E. A.
Affiliations
  • University of California, Los Angeles (US)
  • Kaiser Permanente (US)
  • Weill Cornell Medicine (US)
  • Johns Hopkins University (US)
  • Albert Einstein College of Medicine (US)
  • University of California, San Francisco (US)
  • University of Michigan (US)
Corresponding author
Moin, Tannaz
Venue
American Journal of Preventive Medicine
Publisher
Elsevier BV
Published
2018-10
Volume
55
Issue
4
Pages
565-574
ISSN
0749-3797 (ISSN-L)
OpenAlex
W2885846351
Cited by
75
References
17
Citations by year
2026: 6 · 2025: 8 · 2024: 6 · 2023: 9 · 2022: 13 · 2021: 14 · 2020: 9 · 2019: 7 · 2018: 3
FWCI
1.27
Type
journal article
Language
en
Open access
Locations
  • American Journal of Preventive Medicine (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
  • eScholarship (California Digital Library) (submittedVersion)
Funders
  • U.S. Department of Veterans Affairs
  • Kaiser Permanente
  • National Institutes of Health (UL1TR000124, P30-AG02-1684, DK 020541, DK092924)
  • Centers for Disease Control and Prevention (UL1TR000124, U18DP006140)
  • Agency for Healthcare Research and Quality (K08‐HS023898)
  • National Institute on Aging (P30AG021684)
  • National Institute of Diabetes and Digestive and Kidney Diseases (R18DK105464, DK-020541, P30DK079637, P30DK098722, P60DK020541, DK111022, P30DK092926, P30DK092924, P30DK020541, P30DK111022)
  • National Center for Advancing Translational Sciences
  • Clinical and Translational Science Institute, University of California, Los Angeles (UL1TR000124)
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 prevention, prediabetes, biguanides, Diabetes Prevention Program, cost-effectiveness, gestational diabetes mellitus, obesity, real-world prescribing, evidence translation
MeSH terms
Cost-Benefit Analysis, Diabetes Mellitus, Type 2, Female, Humans, Hypoglycemic Agents, Metformin, Obesity, Prediabetic State, Pregnancy, Risk Factors, Diabetes, Gestational

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