The rise in early-onset CAD reflects gene-environment interactions, where genetic risks (e.g., Low-Density Lipoprotein Receptor (LDLR) mutations) are exacerbated by modifiable factors like obesity, poor diet, and physical inactivity [13]. This evidence concerns the gene VLDLR and coronary artery disorder.