Further detailed analysis revealed that the major changes occurred in B cells or monocytes, including FLT3, CD48, TNF, and TGF-beta signal patterns that have been reported to have a negative correlation with SLE development (41–44). This evidence concerns the gene CD48 and systemic lupus erythematosus.