SPP1 and rheumatoid arthritis: The primary findings are as follows: (1) A biomarker panel comprising common core genes, specifically CXCL10, CXCL9, AQP9, SPP1, and MT1M, effectively distinguished CD/RA samples from normal samples in both discovery and validation cohorts.