Some immunoglobulin proteins, such as IGHM, IGHV 3-34, IGLV1-47, IGLV 3-10 were positive correlated with disease score of SLE (Figure 4H and Supplementary Data 4.2). The gene discussed is IGHM; the disease is systemic lupus erythematosus.