The present invention provides methods for detecting a predisposition for stroke in individuals by correlating allelic variants of the phosphodiesterase 4D (PDE4D) gene and hypertension status. The invention further contemplates kits and computer program products for detecting PDE4D polymorphisms indicative of a predisposition for stroke correlated with an individual's hypertension status.