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Background: Sodium-glucose cotransporter 2 (SGLT2) inhibitors reduce the risk of heart failure hospitalization and cardiovascular death in patients with heart failure and reduced ejection fraction (HFrEF). However, their effects on cardiac structure and function in HFrEF are uncertain. Methods: We designed a multicenter randomized, double-blind, placebo-controlled trial to investigate the cardiac effects of empagliflozin in patients in NYHA functional class II to IV with a left ventricular (LV) ejection fraction ≤40% and type 2 diabetes or prediabetes. Patients were randomized 1:1 to empagliflozin 10 milligrams once daily or placebo, stratified by age (<65 and ≥65 years) and glycemic status (diabetes or prediabetes). The co-primary outcomes were change from baseline to 36 weeks in LV end-systolic volume indexed to body surface area (LVESVi) and LV global longitudinal strain (LV GLS) measured using cardiovascular magnetic resonance (CMR). Secondary efficacy outcomes included other CMR measures (LVEDVi, LVEF), diuretic intensification, symptoms (Kansas City Cardiomyopathy Questionnaire Total Symptom Score (KCCQ-TSS)), 6-minute walk distance (6MWD), B-lines on lung ultrasound and biomarkers (including NT-proBNP). Results: From April 2018 to August 2019, 105 patients were randomized: 77 (73.3%) male, mean age 68.7 [SD 11.1] years, 82 (78.1%) diabetes and 23 (21.9%) prediabetes, mean LVEF 32.5% [9.8%], and 81 (77.1%) NYHA II and 24 (22.9%) NYHA III. Patients received standard treatment for HFrEF. Compared with placebo, empagliflozin reduced LVESVi by 6.0 (-10.8 to -1.2) ml/m 2 (p=0.015). There was no difference in LV GLS. Empagliflozin reduced LVEDVi by 8.2 (-13.7 to -2.6) ml/m 2 (p=0.0042) and reduced NT-proBNP by 28 (2 to 47) %, p=0.038. There were no between-group differences in other CMR measures, KCCQ-TSS, 6MWD or B-lines. Conclusions: The SGLT2 inhibitor empagliflozin reduced LV volumes in patients with HFrEF and type 2 diabetes or prediabetes. Favorable reverse LV remodeling may be a mechanism by which SGLT2 inhibitors reduce HF hospitalization and mortality in HFrEF. Clinical Trial Registration: URL: https://www.clinicaltrials.gov Unique Identifier: NCT03485092.