BaP-induced ferroptosis in NSCLC cells depends on FDFT1 expression.<h4>Conclusions</h4>In this study, the ferroptosis-associated gene signature was identified in LUAD and LUSC patients with different smoking status. This evidence concerns the gene FDFT1 and non-small cell lung carcinoma.