Further validation using the external dataset GSE118370 showed that CDK1, TOP2A, TPX2, CENPF, and AURKA exhibited strong diagnostic capabilities for NSCLC, with each gene achieving an AUC greater than 0.8 (Fig. 6E). Here, TOP2A is linked to non-small cell lung carcinoma.