In this study, we applied Weighted Gene Co-expression Network Analysis (WGCNA) to an in-depth transcriptomic analysis of peripheral blood samples from patients with AQP4 antibody and MOG antibody-positive optic neuritis. Here, AQP4 is linked to optic neuritis.