Moreover, research has demonstrated that the pathogenesis of coronary heart disease involving MASLD, particularly the activation of the renin-angiotensin system (18), correlates with factors such as lipid metabolism, insulin resistance, and reactive oxygen species production, thereby accelerating the progression of coronary heart disease (19–23). This evidence concerns the gene INS and coronary artery disorder.