The differential expression analysis conducted, predicted a higher differential activity of the TFs SIN3A, IRF9, STAT1, PML, STAT2, HDAC1, IRF1, and IRF2 in SLE cluster 3, compared to its control counterpart. This evidence concerns the gene IRF1 and systemic lupus erythematosus.