In contrast, compared with RA and HC, PBMC in SLE were mainly inhibited in the complement and coagulation cascades, insulin signaling pathway, GNRH signaling pathway, endocytosis, HEDGEHOG signaling pathway, ERBB signaling pathway, and Fc-epsilon RI signaling pathway. Here, GNRH1 is linked to systemic lupus erythematosus.