A new American Journal of Cardiology meta-analysis of 8 RCTs and 11,234 patients shows GLP-1 receptor agonists reduce HF worsening events by 33% in heart failure with preserved ejection fraction (HR 0.67, high-certainty), with consistent benefits across NT-proBNP, six-minute walk distance, KCCQ score, and blood pressure. In HFrEF, no benefit was observed (HR 1.23, moderate-certainty). The split is patient-selection guidance, not a generic class effect.