Analysis results show that a causal relationship exists between the AURKB gene and the increase in risks of NSCLC (OR = 1.237; 95% CI = 1.010–1.515; p = 0.03992162); however, no significant causal relationships were identified for other hub genes with NSCLC. This evidence concerns the gene AURKB and non-small cell lung carcinoma.