Disclosed is the use of compounds of formula (I) for the preparation of medicaments intended for the treatment of at least one cardiovascular disease and/or to prevent the appearance of at least one cardiovascular disease. Examples of compounds of formula (I) are: 2-{ [3-(3,4-dimethoxybenzyl)-1-(1-formylpiperidin-4-yl)-2,4-dioxo-1,2,3,4-tetrahydroquinazolin-6-yl]oxy} propanenitrile; 1-(1-acetylpiperidin-4-yl)-3-(3,4-dimethoxybenzyl)-6-hydroxyquinazoline-2,4(1H,3H)-dione and { [1-(1-acelylpiperidin-4-yl)-3-(3,4-dimethoxybenzyl)-2,4-dioxo-1,2,3,4-tetrahydroquinazolin-6-yl]oxy} acetonitrile.