In this study, through comprehensive analysis methods, four key genes—CCL3, TNF, CCR2, and CCR5—were identified, having significant impacts on the pathophysiological mechanisms of gout and atherosclerosis. The gene discussed is CCR2; the disease is atherosclerosis.