Multiple studies support that changes in IRF5 methylation might affect kidney function via immune pathways: SNPs in IRF5 are associated SLE via changes in IRF5 expression in blood monocytes44–46. The gene discussed is IRF5; the disease is systemic lupus erythematosus.