Evidence mapPaperPMID 42572726Full record

ReviewDiabetes, metabolic syndrome and obesity : targets and therapy2026

Meta-Analysis of the Effect of Metformin on the Progression of Different Types of Prediabetes Mellitus.

Xia Qian, Bing Wang, Xiaohong Yang, Bo Qian, Qun Zhang, Junjun Guo, Guanzhen Jia, Tianmei Lin

Abstract readReview
In one paragraph

Review in Diabetes, metabolic syndrome and obesity : targets and therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Xia QianDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, 322000, People's Republic of China.
Bing WangKey Laboratory of Precise Prevention and Control of Major Chronic Diseases, Huzhou Normal University, Huzhou, Zhejiang, 313000, People's Republic of China.
Xiaohong YangHuzhou Normal University, Huzhou, Zhejiang, 313000, People's Republic of China.
Bo QianChang'an University, Xi'an, Shaanxi, 710064, People's Republic of China.ORCID 0009-0006-2188-8338
Qun ZhangDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, 322000, People's Republic of China.
Junjun GuoDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, 322000, People's Republic of China.
Guanzhen JiaDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, 322000, People's Republic of China.
Tianmei LinDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, 322000, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This systematic review and meta-analysis aimed to examine the differential effects of metformin on progression to type 2 diabetes mellitus (T2DM) among individuals with different prediabetes subtypes, including impaired fasting glucose (IFG), impaired glucose tolerance (IGT), and combined IFG+IGT. Following PRISMA guidelines, ten databases, including PubMed and Cochrane, were systematically searched from inception to May 2025. Eighteen randomized controlled trials were included, and relative risks (RRs) with 95% confidence intervals (CIs) were calculated using fixed- or random-effects models as appropriate. Subgroup analyses were conducted by prediabetes subtype and intervention duration. Metformin reduced the risk of progression to T2DM by 35% compared with lifestyle intervention or placebo (RR = 0.65; 95% CI: 0.55-0.77; P < 0.00001), with moderate heterogeneity. The preventive effect was strongest among individuals with IFG (RR = 0.38; 95% CI: 0.24-0.61; P < 0.0001), followed by those with IGT (RR = 0.58; 95% CI: 0.43-0.79; P < 0.0004) and combined IFG+IGT (RR = 0.77; 95% CI: 0.70-0.86; P < 0.00001). An intervention duration of ≤24 months was associated with a greater effect in the IGT subtype (RR = 0.27; 95% CI: 0.16-0.44; P < 0.00001). Metformin also increased the proportion of individuals achieving normoglycemia (RR = 1.80; 95% CI: 1.39-2.34; P < 0.0001). This study was limited by reliance on published aggregate data without individual patient-level information to adjust for potential confounders, variation in prediabetes diagnostic criteria across the publication years of the included studies, and heterogeneity in effect size comparisons. Overall, metformin may delay progression from prediabetes to T2DM, with the greatest observed benefit among individuals with IFG. Given the study heterogeneity and variability in diagnostic criteria, these findings should be interpreted cautiously. From a nursing and chronic disease prevention perspective, metformin may be considered as an adjunctive intervention for individuals with IFG when lifestyle intervention alone is insufficient.

Indexed as

meta-analysismetforminprediabetestype 2 diabetes mellitus

Identifiers

PMID42572726
PMCPMC13453383

What Socratic holds

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Registered trials

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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 Socratic graph.