Notably, Clec4e, Ccr5, Cxcr6, Cxcl9, Tlr7, and Nod2 exhibited correlation coefficients approaching 1, suggesting that their upregulation may be closely linked to inflammatory cell infiltration and osteoclast activation in bone tissues of RA models. This evidence concerns the gene NOD2 and rheumatoid arthritis.