Our approach led us to two genes of interest, AQP4-AS1 and PADI2. These two genes and the specific variants we identified also associated with other important cardiovascular disease risk factors such as BMI and blood lipids in other independent cohorts [48,49], suggesting that these loci play a role in cardiovascular health risk. This evidence concerns the gene PADI2 and cardiovascular disorder.