Additionally, the dataset lacks information on participants' medication use (e.g., diuretics, ACE inhibitors, urate-lowering therapy), dietary patterns, and socioeconomic status, which may confound or modify observed associations with heart failure risk. Here, ACE is linked to heart failure.