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Epilepsy is a recognized neurological comorbidity in people with Type 2 diabetes mellitus (T2DM), but data on the potential neurologic effects of glucose-lowering therapies remain limited. A real-world target trial emulation published in Diabetology evaluated whether sodium–glucose cotransporter-2 inhibitors (SGLT2i) were associated with lower epilepsy incidence compared with dipeptidyl peptidase-4 inhibitors (DPP-4i).

The retrospective observational cohort included adults with T2DM initiating either SGLT2i or DPP-4i therapy from a large real-world database. Propensity scores were estimated using a SuperLearner algorithm, and stabilized inverse probability of treatment weighting was applied to balance baseline characteristics between groups. Weighted Kaplan-Meier analyses and Cox regression models were used to estimate incident epilepsy risk.

The study included 176,728 patients with a mean age of 68 years, and 39% were women. Overall, 43% of patients initiated SGLT2i therapy.

Findings

  • The weighted incidence of epilepsy was 2.05 per 1000 person-years in the SGLT2i group and 2.45 per 1000 person-years in the DPP-4i group.
  • SGLT2i initiation was associated with a significantly lower risk of epilepsy compared with DPP-4i use (HR 0.72; 95% CI 0.61-0.86; P<0.001).
  • Absolute epilepsy event rates remained low in both treatment groups despite the relative risk difference.
  • Residual confounding could not be excluded because of the observational study design.

The findings suggested that SGLT2 inhibitor initiation was associated with lower epilepsy incidence compared with DPP-4 inhibitors in adults with T2DM. However, the modest absolute risk difference and potential for residual confounding support cautious interpretation of these results.

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Key highlights
  • SGLT2 inhibitor use was associated with lower epilepsy incidence than DPP-4 inhibitor use.
  • Absolute epilepsy event rates remained low in both treatment groups.
  • Residual confounding could not be excluded in this observational analysis.
Source

Doege C, Sedighi J, Luedde M, Sossalla S, Kostev K. Negative association of SGLT2 inhibitors with epilepsy risk compared with DPP-4 inhibitors in Type 2 diabetes: A target trial emulation. Diabetology. 2026;7(6):104. doi:10.3390/diabetology7060104 

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SGLT2 Inhibitors Were Linked to Lower Epilepsy Risk in T2DM
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A target trial emulation involving 176,728 adults with T2DM found lower epilepsy incidence with SGLT2 inhibitors versus DPP-4 inhibitors.

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