Meanwhile, clinical correlation analysis and ROC curve drawing were carried out and it was found that these three hub genes were not only meaningful for the early diagnosis of RA but also have guiding significance for the diagnosis of ACPA-negative patients. This evidence concerns the gene PRTN3 and rheumatoid arthritis.