APP and metabolic syndrome: As the three genes in 12q24.12 region is well known to association with CVD and lipid metabolism, the functional relation between APP and three genes in our study newly suggests that APP might play an important role in modulating CVD and dyslipidemia as well as Alzheimer’s disease.