The pathway-level enrichment in complement/coagulation cascades and TGF-β signaling observed in the dual-seropositive group is consistent with ADE mechanisms and warrants further investigation; however, confounding by metabolic or other unmeasured clinical factors cannot be definitively excluded at this stage. Here, TGFB1 is linked to acute disseminated encephalomyelitis.