Interatrial shunt placement produced opposite clinical outcomes in heart failure with reduced versus preserved ejection fraction (HFrEF vs HFpEF) due to fundamental differences in ventricular compliance and remodeling capacity, according to echocardiographic analysis from the RELIEVE-HF trial.