In conclusion, while apoE−/− and Ldlr−/− mice dominate in atherosclerosis research, creating models like CETP-transgenic mice, PCSK9-AAV systems, and CRISPR-engineered hamsters enhances translational relevance by recapitulating human lipid metabolism and complex plaque phenotypes. This evidence concerns the gene CETP and atherosclerosis.