Abnormal expression of PDE4 is associated with a variety of diseases, including asthma, COPD,depression, and cardiovascular disease (Ferrari et al.,2016; Jin et al., 2023; Puertas-Umbert et al., 2023; Nahid et al., 2025). Here, PDE4A is linked to chronic obstructive pulmonary disease.