CHI3L1 and rheumatoid arthritis: CHI3L1 expression was significantly positively correlated with both TIMP1 and AQP9 (P < 0.001) (Figure 5D), suggesting that CHI3L1 may participate in RA-related inflammatory and pathological processes through co-expression with these genes.