Evidence map›Paper›PMID 42216231›Full record

ArticleDiabetology & metabolic syndrome2026

Metformin versus DPP-4 inhibitors and risk of parkinsonism in type 2 diabetes: an active-comparator cohort study with a landmark design.

Mingyang Sun, Xiaoling Wang, Zhongyuan Lu, Yitian Yang, Shuang Lv, Mengrong Miao, Wan-Ming Chen, Szu-Yuan Wu, Jiaqiang Zhang

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 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

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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.

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4 · The record

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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

9 authors.

Mingyang Sun *Department of Anesthesiology and Perioperative Medicine, People's Hospital of Zhengzhou University, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Xiaoling Wang *Department of Anesthesiology and Perioperative Medicine, People's Hospital of Zhengzhou University, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Zhongyuan LuDepartment of Anesthesiology and Perioperative Medicine, People's Hospital of Zhengzhou University, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Yitian YangDepartment of Anesthesiology and Perioperative Medicine, People's Hospital of Zhengzhou University, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Shuang LvDepartment of Anesthesiology and Perioperative Medicine, People's Hospital of Zhengzhou University, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Mengrong MiaoDepartment of Anesthesiology and Perioperative Medicine, People's Hospital of Zhengzhou University, Henan Provincial People's Hospital, Zhengzhou, Henan, China.
Wan-Ming ChenGraduate Institute of Business Administration, College of Management, Fu Jen Catholic University, Taipei, Taiwan.
Szu-Yuan Wu *Graduate Institute of Business Administration, College of Management, Fu Jen Catholic University, Taipei, Taiwan. szuyuanwu5399@gmail.com.
Jiaqiang Zhang *Department of Anesthesiology and Perioperative Medicine, People's Hospital of Zhengzhou University, Henan Provincial People's Hospital, Zhengzhou, Henan, China. jiaqiang197628@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundType 2 diabetes mellitus (T2DM) is a significant risk factor for Parkinson's disease (PD). While metformin shows neuroprotective potential in preclinical models, clinical evidence remains conflicting, likely due to limited follow-up, comparator heterogeneity, and insufficient consideration of differential survival.

methodsWe conducted a retrospective cohort study (observing data from 2005 to 2025) using the TriNetX global network. Using an incident user design and a 1-year landmark period to ensure sustained therapy and minimize immortal time bias, we matched 75,535 metformin initiators with 75,535 dipeptidyl peptidase-4 inhibitor (DPP-4i) users via propensity scores. The primary outcome was a composite of new-onset idiopathic PD and secondary parkinsonism. Exploratory time-stratified landmark analyses assessed whether the association differed among patients alive and outcome-free at 5 and 10 years.

resultsFollowing the landmark period, over a median follow-up of 5.2 years (IQR, 2.8-8.4; total 785,564 person-years), the overall risk of the composite neurologic outcome was similar between groups (aHR, 0.97; 95% CI, 0.87-1.09). Metformin users had lower observed all-cause mortality than DPP-4 inhibitor users (aHR, 0.75; 95% CI, 0.73-0.77). In a 5-year landmark sensitivity analysis, no association was observed (aHR, 0.98; 95% CI, 0.88-1.09). In exploratory analyses, a lower observed risk was seen among individuals surviving beyond 10 years (aHR, 0.85; 95% CI, 0.75-0.97; p = 0.0152), but this analysis was conditioned on long-term survival and should be interpreted as exploratory and hypothesis-generating.

conclusionsThe primary analysis showed no overall difference in parkinsonism risk. Metformin users had lower observed all-cause mortality, which may reflect residual confounding or treatment-selection mechanisms. The lower observed parkinsonism risk among patients surviving beyond 10 years was exploratory and hypothesis-generating, and may be affected by survivor or collider bias.

Indexed as

DPP-4 inhibitorsMetforminNeuroprotectionParkinson’s diseaseType 2 diabetes mellitus

Identifiers

PMID42216231
PMCPMC13425774

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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.