Clusters of multidimensional exercise response patterns and estimated heart failure risk in the Framingham Heart Study.

Integrated CPET response patterns identify physiologically relevant profiles with distinct associations to subclinical phenotypes that are largely independent of standard risk factor-based assessment, which may suggest alternate pathways for prevention.