Another gene that was found to be significantly associated with testicular cancer was PDE1A [160] and in vivo exposure of mice to secondhand smoke produced a unique ‘frameshift’ variant within the murine PDE1A suggesting an involvement of this PDE in non-familial testicular cancer [161]. The gene discussed is ALDH7A1; the disease is testicular cancer.