In this study, we harnessed the analytical capabilities of WGCNA to conduct a systematic exploration of the transcriptomic profiles of peripheral blood samples from patients with AQP4-positive optic neuritis (AQP4-ON) and MOG-positive optic neuritis (MOG-ON), juxtaposed with those from healthy controls. The gene discussed is MOG; the disease is optic neuritis.