APOE and coronary artery disorder: While another investigation exploring the connection between APOE gene polymorphism, blood lipid levels, and CAD in individuals of African Caribbean descent reported no observed correlation between APOE gene polymorphism and the occurrence of coronary artery disease [31], these inconsistencies may have arisen due to variations in regional and ethnic factors.