The result demonstrated that an elevated expression of the neural marker PGP9.5 in NSCLC is significantly associated with poor prognosis and heightened nerve invasion, and this shows a strong correlation with lymph node metastasis, pathological grade, and PD-L1 expression. This evidence concerns the gene UCHL1 and metastatic malignant neoplasm in the lymph nodes.