Collectively, the correlation analysis underscores that multiple pro-inflammatory genes—including Clec4e, Ccr5, Cxcr6, Cxcl9, Tlr7, and Nod2—are strongly associated with elevated inflammatory cytokine levels, ROS accumulation, and bone destruction in RA. This evidence concerns the gene NOD2 and rheumatoid arthritis.