Although no studies have yet definitively established a direct link between CD48 and the pathogenesis of atherosclerosis (AS), myocardial infarction (MI), or heart failure (HF), CD48’s role in immune regulation suggests its potential involvement. The gene discussed is CD48; the disease is heart failure.