Area under the ROC curve (AUC) value greater than 0.8 was considered as a condition for good diagnostic value, and DDR2 and LOXL1 performed well in distinguishing normal and rheumatoid arthritis samples. The gene discussed is LOXL1; the disease is rheumatoid arthritis.