Evidence map›Paper›PMID 41940606›Full record

ArticleEpilepsia2026

Sodium-glucose cotransporter 2 inhibitors and the risk of late onset epilepsy: A real-world cohort study.

Bing-Hua Lin, Hui-Min Huang, Hui-An Lin, Sheng-Feng Lin

Abstract read
In one paragraph

Article in Epilepsia, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

4 authors.

Bing-Hua LinSchool of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.ORCID https://orcid.org/0009-0008-6778-5646
Hui-Min HuangSchool of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.ORCID https://orcid.org/0009-0004-6210-980X
Hui-An LinDepartment of Emergency Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.ORCID https://orcid.org/0000-0002-0661-173X
Sheng-Feng LinDepartment of Emergency Medicine, Taipei Medical University Hospital, Taipei, Taiwan.ORCID https://orcid.org/0000-0003-0470-2184

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveLate onset epilepsy (LOE) is associated with substantial morbidity. Sodium-glucose cotransporter 2 inhibitors (SGLT2i) may exert neuroprotective effects. This study evaluated the association between SGLT2i and risk of LOE among older adults with type 2 diabetes mellitus.

methodsThis retrospective cohort study was conducted between 2013 and 2025 with a 3-year follow-up using the TriNetX global network. Patients ≥60 years old with type 2 diabetes mellitus were classified into two cohorts-new SGLT2i users and new dipeptidyl peptidase-4 inhibitors users-following a 6-month washout of other antihyperglycemic agents except metformin. Patients with major neurological diseases or contraindications to SGLT2i were excluded. Propensity score matching was used to balance baseline characteristics between two cohorts. The primary outcomes were incident LOE, status epilepticus, and initiation of antiseizure medications. Unadjusted Cox proportional hazards models were applied to estimate hazard ratios (HRs) and 95% confidence interval (CIs).

resultsA total of 1 435 648 patients were identified. After matching, 60 203 patients were included in the SGLT2i cohort (mean age = 67.7 years, 42.3% female) and 60 203 in the control cohort (mean age = 67.7 years, 41.7% female). SGLT2i use was associated with lower risk of LOE (HR = .55, 95% CI = .44-.68), status epilepticus (HR = .38, 95% CI = .21-.69), and antiseizure medication initiation (HR = .63, 95% CI = .58-.69). SGLT2i reduced LOE risk in patients with stroke (HR = .69, 95% CI = .42-.88) and dementia (HR = .44, 95% CI = .25-.78) but not in those with traumatic brain injury or brain tumors. SIGNIFICANCE: SGLT2i use was associated with reduced risk of LOE among selected patients, supporting its role in an etiology-specific therapeutic approach for older adults at risk of epilepsy.

Indexed as

Diabetes Mellitus, Type 2EpilepsySodium-Glucose Transporter 2 InhibitorsAgedAge of OnsetAnticonvulsantsCohort StudiesFemaleFollow-Up StudiesHumansMaleMiddle AgedRetrospective StudiesRisk FactorsAnticonvulsantsSodium-Glucose Transporter 2 Inhibitorsantiseizure medicationslate onset epilepsyreal‐world evidencesodium‐glucose cotransporter 2 inhibitors (SGLT2i)type 2 diabetes mellitus

Identifiers

PMID41940606
PMCPMC13360976

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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.