Evidence map›Paper›PMID 42806220›Full record

ArticleDiabetes, obesity & metabolism2026

Metformin Use Is Associated With Better Cognitive Performance in Older Adults With Type 2 Diabetes: Exploratory Analysis of Vitamin B12 and Methylmalonic Acid Pathways in NHANES 2011-2014.

Danial Fotros, Hanieh Sakhdari, Andrew C Shin

Abstract read
In one paragraph

Article in Diabetes, obesity & metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Danial FotrosNeurobiology of Nutrition Laboratory, Department of Nutritional Sciences, College of Health & Human Sciences, Texas Tech University, Lubbock, Texas, USA.
Hanieh SakhdariDepartment of Internal Medicine, Babol University of Medical Sciences, Babol, Iran.
Andrew C ShinNeurobiology of Nutrition Laboratory, Department of Nutritional Sciences, College of Health & Human Sciences, Texas Tech University, Lubbock, Texas, USA.ORCID https://orcid.org/0000-0002-4748-5135

Funding

Centers for Disease Control and Prevention, National Center for Health Statistics
6 · The paper itself

Abstract

aimsMetformin, the first-line treatment for Type 2 diabetes mellitus (T2DM), may be neuroprotective but also lowers serum vitamin B12 by ~19%, raising concern that B12 depletion could offset this benefit. We used modern exploratory causal mediation methods in a nationally representative sample to test whether vitamin B12 and methylmalonic acid (MMA) mediate the metformin-cognition association. MATERIALS AND

methodsWe analysed NHANES 2011-2014 data from 587 adults aged ≥ 60 years with T2DM (408 metformin users, 179 users of other non-insulin antidiabetics), using an active-comparator design. The primary outcome was the Digit Symbol Substitution Test (DSST). Exploratory mediation analysis across four frameworks (bootstrap, parallel mediation, structural equation modeling, weighted quantile sum regression) tested whether B12 and MMA mediate the metformin-cognition association, supplemented by sensitivity, quantile regression, causal forest and Bayesian analyses.

resultsMetformin users had lower serum B12 (569.3 vs. 825.3 pg/mL; p = 0.026) but better cognitive performance (DSST 47.5 vs. 39.5; p < 0.001). Fully adjusted regression showed a 3.75-point higher DSST score with metformin (95% CI -0.06 to 7.55; p = 0.053), significant under multiple imputation (β = 3.49; p = 0.006). Across mediation frameworks, 95.1% of the effect was direct and B12/MMA-independent. Benefit was concentrated in adults aged 60-69 years (interaction p = 0.003) and lower DSST quantiles.

conclusionsMetformin is associated with better cognition in older T2DM adults. The association was not statistically explained by B12 or MMA. The benefit was concentrated in younger-old and cognitively vulnerable subgroups.

Indexed as

CognitionDiabetes Mellitus, Type 2Hypoglycemic AgentsMetforminMethylmalonic AcidVitamin B 12AgedFemaleHumansMaleMiddle AgedNutrition SurveysVitamin B 12 DeficiencyHypoglycemic AgentsMetforminMethylmalonic AcidVitamin B 12cross‐sectional studyDigit Symbol Substitution Testmediation analysismethylmalonic acidpropensity score

Identifiers

PMID42806220
PMCPMC13730983

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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 OpenQuestion graph.