NEFL and myasthenia gravis: In the validation phase, we performed receiver operating characteristic (ROC) curve analysis to evaluate the diagnostic performance of serum neurofilament light chain (sNFL) and its combined indicators in differentiating myasthenia gravis (MG) patients classified as MGFA-I, MGFA-IIa, and MGFA-IIb.