Evidence map›Paper›PMID 30126667›Full record

ReviewAmerican journal of preventive medicine2018

Review of Metformin Use for Type 2 Diabetes Prevention.

Tannaz Moin, Julie A Schmittdiel, James H Flory, Jessica Yeh, Andrew J Karter, Lydia E Kruge, Dean Schillinger, Carol M Mangione, William H Herman, Elizabeth A Walker

Open access · greenAbstract readReview
In one paragraph

Review in American journal of preventive medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 1 pooled it
3.1field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

38 citing papers in PubMed, 1 synthesis or guideline pooled it, 70 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Trial
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Prediabetes.Nature reviews. Disease primers · 2025
    Review
  12. Review
  13. Article
  14. Review
  15. Review
  16. Review
  17. Review
  18. Review
  19. Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 7 institutions in 1 country.

Tannaz MoinVA Greater Los Angeles Healthcare System, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, California; VA Health Services Research and Development, Center for Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles, Los Angeles, California. Electronic address: tmoin@mednet.ucla.edu.
Julie A SchmittdielKaiser Permanente Northern California Division of Research, Oakland, California.
James H FloryDepartment of Healthcare Policy and Research, Weill Cornell Medical College, New York, New York.
Jessica YehDepartment of Medicine, Johns Hopkins University, Baltimore, Maryland.
Andrew J KarterKaiser Permanente Northern California Division of Research, Oakland, California.
Lydia E KrugeAlbert Einstein College of Medicine, Bronx, New York.
Dean SchillingerDivision of General Internal Medicine, University of California San Francisco, San Francisco, California.
Carol M MangioneDavid Geffen School of Medicine, University of California, Los Angeles, California.
William H HermanDepartment of Medicine, University of Michigan, Ann Arbor, Michigan.
Elizabeth A WalkerAlbert Einstein College of Medicine, Bronx, New York.
Albert Einstein College of Medicine · USKaiser Permanente · USUniversity of California, Los Angeles · USCornell University · USJohns Hopkins University · USUniversity of California, San Francisco · USUniversity of Michigan · US

Funding

UCLA Clinical and Translational Science InstituteUL1TR000124 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI DUBINETT, STEVEN M. · 2012 to 2015
$57.0M
Stable Isotope and Metabolomics CoreP60DK020541 · NIDDK · YESHIVA UNIVERSITY · PI PESSIN, JEFFREY E. · 1986 to 2014
$29.8M
Translational Research CoreP30DK020541 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI STREAMSON C CHUA · 2015 to 2026
$27.7M
The Center for Health Improvement of Minority ElderlyP30AG021684 · NIA · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Homero Erwin del Pino · 2002 to 2026
$19.7M
UCSF Nutrition Obesity Research CenterP30DK098722 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CHRISTIAN VAISSE · 2015 to 2026
$14.6M
Research BaseP30DK092926 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MARY ELLEN MICHELE HEISLER, ADESUWA B OLOMU · 2011 to 2026
$10.0M
JHU-UMD Diabetes Research CenterP30DK079637 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI AHIMA, REXFORD S. · 2013 to 2017
$9.7M
Translational Research Core - Health Engagement & Action Translational (HEAT)P30DK092924 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI Alyce Sophia Adams, HILARY Kessler SELIGMAN · 2011 to 2026
$9.2M
New York Regional Center for Diabetes Translation Research - Translational Intervention Methodology CoreP30DK111022 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI JEFFREY GONZALEZ · 2016 to 2026
$7.8M
A Cluster-Randomized Trial of Pharmacist-Coordinated Implementation of the DPPR18DK105464 · NIDDK · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI DURU, OBIDIUGWU KENRIK, MANGIONE, CAROL M · 2015 to 2019
$3.3M
Improving Metformin Utilization And Diabetes Control Through Patient-Centered Outcomes ResearchK08HS023898 · AHRQ · WEILL MEDICAL COLL OF CORNELL UNIV · PI FLORY, JAMES H · 2015 to 2019
$760k
ACL HHS U18DP006140AHRQ HHS K08 HS023898NCATS NIH HHS UL1 TR000124NIA NIH HHS P30 AG021684NIDDK NIH HHS P30 DK020541NIDDK NIH HHS P30 DK079637NIDDK NIH HHS P30 DK092924NIDDK NIH HHS P30 DK092926NIDDK NIH HHS P30 DK098722NIDDK NIH HHS P30 DK111022NIDDK NIH HHS P60 DK020541NIDDK NIH HHS R18 DK105464
6 · The paper itself

Abstract

contextPrediabetes 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.

conclusionsTwo 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.

Indexed as

Cost-Benefit AnalysisDiabetes, GestationalDiabetes Mellitus, Type 2FemaleHumansHypoglycemic AgentsMetforminObesityPrediabetic StatePregnancyRisk FactorsHypoglycemic AgentsMetformin

Identifiers

PMID30126667
PMCPMC6613947
OpenAlexW2885846351

What OpenQuestion holds

Texttitle and abstract
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.