Heart failure with preserved ejection fraction (HFpEF) accounts for nearly half of all heart failure cases and is frequently associated with cardiovascular and metabolic comorbidities. The phenotype of HFpEF patients is heterogeneous, and the impact of comorbidities on prognosis, exercise capacity, and functional status remains insufficiently elucidated.