Evidence map›Paper›PMID 42614254›Full record

ArticleFrontiers in immunology2026

The association between SGLT2 inhibitors and rheumatoid arthritis risk in type 2 diabetes: findings from large-scale emulated target trials.

Fu-Shun Yen, Shiow-Ing Wang, Chih-Cheng Hsu, Sung Huang Laurent Tsai, Chii-Min Hwu, James Cheng-Chung Wei

Abstract readMulticenter Study
In one paragraph

Article in Frontiers in immunology, 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

6 authors.

Fu-Shun Yen *Dr. Yen's Clinic, Taoyuan, Taiwan.
Shiow-Ing Wang *Center for Health Data Science, Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan.
Chih-Cheng HsuInstitute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan.
Sung Huang Laurent TsaiDepartment of Orthopedics, Taipei Medical University Hospital, Taipei, Taiwan.
Chii-Min HwuSection of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.
James Cheng-Chung WeiDepartment of Health Policy and Management, College of Health Care and Management, Chung Shan Medical University, Taichung, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Globally, the prevalence of rheumatoid arthritis (RA) is on the rise. Certain antidiabetic medications have been reported to lower the risk of RA. In this study, we conducted multicenter emulated target trials to compare the risk of RA development between sodium-glucose cotransporter-2 inhibitors (SGLT2i) and non-SGLT2i treatment options in patients with type 2 diabetes mellitus (T2DM). Methods: We identified 4,991,988 patients with T2DM from the TriNetX network between January 1, 2016, to June 30, 2023. From this cohort, we selected 310,507, 206,069, and 80,846 propensity score-matched pairs of patients using SGLT2i versus sulfonylureas, dipeptidyl peptidase-4 inhibitors (DPP-4i), and pioglitazone, respectively. The Kaplan-Meier method was used to determine the relative hazards of developing RA among these groups. Subgroup analyses were conducted based on sex, age, race, obesity status, HbA1C levels, and eGFR, with an additional sensitivity analysis using the intention-to-treat approach. Results: SGLT2i use was associated with a significantly lower risk of incident RA compared to sulfonylurea use (HR: 0.899, 95% CI: 0.835-0.968). However, there was no significant difference in RA risk when comparing SGLT2i with DPP-4 inhibitors (HR: 0.914, 95% CI: 0.831-1.005) or pioglitazone (HR: 0.922, 95% CI: 0.796-1.068). Kaplan-Meier curves demonstrated that SGLT2i users had a significantly lower likelihood of developing RA than sulfonylurea users (log-rank p = 0.004). Subgroup analyses further indicated that SGLT2i use was consistently associated with a lower risk of RA across all analyzed patient subgroups compared to sulfonylureas. Additionally, sensitivity analyses confirmed the robustness of these findings, aligning with the results from the emulated target trial comparing SGLT2i to sulfonylureas. Discussion: This study found that SGLT2i use was associated with a lower risk of incident RA compared with sulfonylurea use among patients with T2DM. However, because of the observational study design, these findings should be interpreted as associations rather than evidence of causality.

Indexed as

Arthritis, RheumatoidDiabetes Mellitus, Type 2Hypoglycemic AgentsSodium-Glucose Transporter 2 InhibitorsAgedDipeptidyl-Peptidase IV InhibitorsFemaleHumansInsulin SecretagoguesMaleMiddle AgedPioglitazonePPAR-gamma AgonistsRisk FactorsSulfonylurea CompoundsDipeptidyl-Peptidase IV InhibitorsHypoglycemic AgentsInsulin SecretagoguesPioglitazonePPAR-gamma AgonistsSodium-Glucose Transporter 2 InhibitorsSulfonylurea Compoundsdipeptidyl peptidase-4 inhibitorspioglitazonerheumatoid arthritissodium-glucose cotransporter-2 inhibitorssulfonylureas

Identifiers

PMID42614254
PMCPMC13481369

What OpenQuestion holds

Textmetadata
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.