In addition, we analysed the ROC curves of five genes, SLC35A1, PRPF39, MAP4K3, TMX1 and FAM96A, between RA and non-RA patient samples, and also compared their differential expression levels in different samples. The gene discussed is TMX1; the disease is rheumatoid arthritis.