One was positive for anti-GM1-IgM antibodies (clinical manifestations included fever, headache, poor mental state, ophthalmoplegia, ataxia, and weakened knee reflexes, and the patient was clinically diagnosed with autoimmune GFAP-A combined with Bickerstaff brainstem encephalitis). Here, CD40LG is linked to Ataxia.