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SGLT2 Inhibitors in Heart Failure with Preserved Ejection Fraction: Systematic Review and Meta-Analysis - Data and Code

Vicky Muller Ferreira, Victor Ayres Muller

Zenodo (CERN European Organization for Nuclear Research), 2026

12,251 participants

Abstract

Data, code, and supplementary materials for the systematic review and meta-analysis: "Sodium-Glucose Cotransporter 2 Inhibitors in Heart Failure with Preserved Ejection Fraction: A Systematic Review and Meta-Analysis with Trial Sequential Analysis" MAIN FINDINGS:- Primary outcome (CV death or HF hospitalization): HR 0.80 (95% CI 0.73-0.87)- Trial Sequential Analysis: Conclusive evidence (146% of required information size)- NNT: ~58 patients per year- 2 dedicated HFpEF trials included (DELIVER, EMPEROR-Preserved; n=12,251) CONTENTS:- Extracted study data (CSV)- Complete R analysis scripts- All manuscript and supplementary figures (17 PDFs)- RMarkdown source files- Data dictionary REGISTRATION: PROSPERO CRD420251167908 Keywords: SGLT2 inhibitors, heart failure, preserved ejection fraction, HFpEF, meta-analysis, trial sequential analysis, dapagliflozin, empagliflozin

How strong is the evidence?

Evidence Hub reads this as a meta-analysis. Its evidence level is 1 of 5 (Highest · pooled evidence). Pooled evidence from several studies sits at the top of the evidence pyramid. Reported size: 12,251 participants or records.

How the five levels of evidence work. The level is assigned automatically from the abstract and can be wrong, so check the paper.

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