<i>In vitro</i> experimental results were consistent with the bioinformatic predictions.<h4>Conclusion</h4>This study identified four glutamate metabolism-related genes-CXCL10, ENTPD1, GPX3, and PSMB9-as potential biomarkers for RA. Here, CXCL10 is linked to rheumatoid arthritis.