ArticleCardiovascular diabetology2022
Cardiovascular benefits of SGLT2 inhibitors in type 2 diabetes, interaction with metformin and role of erythrocytosis: a self-controlled case series study.
Article in Cardiovascular diabetology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 18 citations in OpenAlex.
- Flexible and Interpretable Modeling of Overlapping Exposure Risks in Self-Controlled Case Series Analysis.Statistics in medicine · 2026Article
- Erythrocytosis after SGLT2 inhibitor initiation and anticoagulated outcomes in atrial fibrillation: a real-world analysis with counterfactual modeling.Cardiovascular diabetology · 2026Article
- Prognostic impact of metformin in diabetic patients undergoing a percutaneous coronary intervention (PCI): protective effect is modified by procedural complexity.Cardiovascular diabetology · 2026 · on this mapObservational
- Erythrocytosis and thromboembolic risks associated with SGLT2 inhibitors in type 2 diabetes.Scientific reports · 2025Article
- JAK2 wild-type erythrocytosis: concept, differential diagnosis, diagnostic steps, and treatment approaches.Hematology. American Society of Hematology. Education Program · 2025Review
- Sodium-Glucose Cotransporter 2 Inhibitors: An Emerging Therapeutic Approach for Ischemic Stroke Management.CNS drugs · 2025Review
- Protective Mechanisms of SGLTi in Ischemic Heart Disease.Journal of cardiovascular translational research · 2024Review
- SGLT2 inhibition, venous thrombolism, and death due to cardiac causes: a mediation Mendelian randomization study.Frontiers in cardiovascular medicine · 2024Article
- Prevalence and predictive factors of testosterone-induced erythrocytosis: a retrospective single center study.Frontiers in endocrinology · 2024Observational
- Risks of stroke, its subtypes and atrial fibrillation associated with glucagon-like peptide 1 receptor agonists versus sodium-glucose cotransporter 2 inhibitors: a real-world population-based cohort study in Hong Kong.Cardiovascular diabetology · 2023Article
- The effect of SGLT2i on in-hospital acute heart failure risk in acute myocardial infarction patients-a retrospective study.Frontiers in cardiovascular medicine · 2023Article
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Authors and funding
9 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundSodium-glucose cotransporter-2 inhibitors (SGLT2i) have proven cardiovascular benefits in patients with type 2 diabetes (T2D). This self-controlled case series study aims to evaluate whether metformin use and SGLT2i-associated erythrocytosis influence its cardiovascular benefits.
methodsT2D patients with metformin and/or SGLT2i prescriptions between 2015 and 2020 were identified from the Hong Kong population. Study outcomes were composite cardiovascular diseases (CVD), coronary heart disease (CHD), hospitalisation for heart failure (HHF), stroke, and erythrocytosis. Risk periods were patient-time divided into four mutually exclusive windows: (i) 'baseline period' of metformin use without SGLT2i; (ii) pre-SGLT2i period; (iii) exposure to SGLT2i without metformin; and (iv) exposure to the drug combination. Another SCCS model was applied to evaluate the association between erythrocytosis and cardiovascular outcomes regarding SGLT2i exposure. Four mutually exclusive risk periods included (i) SGLT2i exposure with erythrocytosis; (ii) SGLT2i exposure without erythrocytosis; (iii) absence of SGLT2i exposure with erythrocytosis; and (iv) absence of SGLT2i exposure without erythrocytosis. Incidence rate ratios (IRR) of events at different risk periods were estimated using conditional Poisson regression model.
resultsAmong 20,861 patients with metformin and/or SGLT2i prescriptions, 2575 and 1700 patients with events of composite CVD and erythrocytosis were identified, respectively. Compared to metformin use without SGLT2i, SGLT2i initiation was associated with lower risks of composite CVD, CHD, and HHF-regardless of the presence (CVD: IRR = 0.43, 95% CI 0.37-0.51; CHD: IRR = 0.44, 95% CI 0.37-0.53; HHF: IRR = 0.29, 95% CI 0.22-0.40; all p < 0.001) and absence of concomitant metformin (CVD: IRR = 0.31, 95% CI 0.20-0.48; CHD: IRR = 0.38, 95% CI 0.25-0.59; HHF: IRR = 0.17, 95% CI 0.09-0.31; all p < 0.001); while SGLT2i was neutral on stroke risk. Compared to metformin-SGLT2i combination, exposure to SGLT2i alone was associated with comparable risks of all cardiovascular outcomes (all p > 0.05). Incidence rates of erythrocytosis at baseline, SGLT2i without and with metformin use periods were 0.75, 3.06 and 3.27 per 100 person-years, respectively. SGLT2i users who developed erythrocytosis had lower risk of HHF (IRR = 0.38, 95% CI 0.14-0.99, p = 0.049) than those who did not.
conclusionsOur real-world data suggested that SGLT2i-associated cardiovascular benefits were not attenuated by metformin use. Further studies will delineate the role of erythrocytosis as a surrogate marker of SGLT2i-associated cardiovascular benefit in reducing HHF.
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