APOA1 and Guillain-Barre syndrome: This retrospective study first systematically characterizes acute-phase lipid metabolic profiles in GBS, revealing that elevated LDL levels correlate with higher HFGS (indicative of disease severity) and cranial nerve involvement (AUC = 0.612, p=0.011), whereas increased ApoA levels associate with milder phenotypes.