In the KEGG pathway enrichment analysis, DE-mRNAs were primarily involved in viral carcinogenesis, alcoholism, the tumor necrosis factor(TNF)-signal pathway, the Nuclear Factor-KappaB(NF-kappaB) pathway and the SLE pathway. Here, TNF is linked to systemic lupus erythematosus.