PDE inhibitors are a class of medications that have 11 types (PDE1-PDE11) prescribed for the management of conditions such as lower urinary tract symptoms (LUTS), chronic obstructive pulmonary disease (COPD), erectile dysfunction, and atopic dermatitis [102,150]. The gene discussed is ALDH7A1; the disease is chronic obstructive pulmonary disease.