Evidence map›Paper›PMID 41716534›Full record

ArticleTherapeutics and clinical risk management2026

Association Between Serum Vitamin D Levels and Metformin Efficacy in Obese Type 2 Diabetes Patients: A Retrospective Cohort Study Based on HbA1c Reduction.

Yimeng Wang, Hongli Liu, Yijia Li, Xiaoxue Wang, Chen He, Zhi Wei

Abstract read
In one paragraph

Article in Therapeutics and clinical risk management, 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

6 authors.

Yimeng WangEndocrinology Department, Hanzhong Central Hospital, Hanzhong, People's Republic of China.
Hongli LiuEndocrinology Department, Hanzhong Central Hospital, Hanzhong, People's Republic of China.
Yijia LiEndocrinology Department, Hanzhong Central Hospital, Hanzhong, People's Republic of China.
Xiaoxue WangEndocrinology Department, Hanzhong Central Hospital, Hanzhong, People's Republic of China.
Chen HeEndocrinology Department, Hanzhong Central Hospital, Hanzhong, People's Republic of China.
Zhi WeiEndocrinology Department, Hanzhong Central Hospital, Hanzhong, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To investigate the association between baseline serum 25-hydroxyvitamin D [25(OH)D] levels and glycemic response to metformin monotherapy in obese adults with type 2 diabetes mellitus (T2DM). Patients and Methods: This single-center retrospective cohort study analyzed the electronic medical records (January 2021-December 2023) of obese T2DM patients initiating metformin monotherapy. Participants were stratified by baseline 25(OH)D levels: deficiency (<20 ng/mL, n = 256) or sufficiency (≥20 ng/mL, n = 171). Propensity score matching (1:1) balanced covariates (age, sex, BMI, HbA1c, diabetes duration, comorbidities, season), yielding 142 matched pairs (n = 284). The primary outcome was absolute HbA1c reduction (ΔHbA1c) at 3 months. Multivariable linear regression, subgroup, and sensitivity analyses were performed. Results: In the matched cohort, vitamin D-sufficient patients achieved a clinically meaningful and statistically significant greater HbA1c reduction versus vitamin D-deficient patients (mean difference: 0.34%; 95% CI: 0.16-0.52%; p < 0.001). Baseline 25(OH)D positively correlated with ΔHbA1c (r = 0.32, p < 0.001). Multivariable regression confirmed that vitamin D sufficiency independently predicted greater ΔHbA1c (adjusted β = 0.41%, 95% CI: 0.22-0.60%, p < 0.001). Subgroup analyses revealed enhanced effects in females (p-interaction = 0.018), patients >60 years (β = 0.49% vs ≤60 years 0.33%, p-interaction = 0.009), and baseline HbA1c ≥8.5% (β = 0.56% vs <8.5% 0.21%, p-interaction = 0.003). Adverse events were comparable between groups. Conclusion: Higher baseline vitamin D levels (≥20 ng/mL) are associated with significantly improved metformin efficacy in obese T2DM patients, particularly among females, older adults, and those with poorer glycemic control. Vitamin D status may serve as a predictive biomarker for metformin response.

Indexed as

biomarkerHbA1cmetforminobesitytype 2 diabetesvitamin D

Identifiers

PMID41716534
PMCPMC12915425

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.