In a hierarchical clustering analysis of HFpEF patients, three distinct phenotypic subgroups were identified, with SAA1 levels significantly elevated in both the inflammatory cluster and the obesity/high-CRP cluster [132]. This evidence concerns the gene SAA1 and Obesity.