Future research should focus on clarifying the specific regulatory pathways of GRK4 in oxidative stress and inflammatory responses through gene editing and molecular mechanism analysis and examining its cross-system impact in COPD and coexisting cardiovascular diseases. The gene discussed is GRK4; the disease is chronic obstructive pulmonary disease.