APOB and metabolic syndrome: One of the primary risk factors for CVDs is dyslipidemia, characterized by elevated total cholesterol, LDL-C, triglycerides, apolipoprotein B (ApoB), and lipoprotein A (Lp(A)), and decreased HDL-C [5,6].