GRK4 and chronic obstructive pulmonary disease: Specifically, significant positive causal associations between GRK4 and COPD were observed in the brain anterior cingulate cortex, minor salivary gland, pancreas, and stomach (P < 0.05, OR > 1), indicating that upregulation of GRK4 expression in these tissues may increase the risk of COPD.