Our study uncovers the essential role of the FTSJ1-PGK1-glycolysis axis in PM2.5-associated carcinogenesis and highlights that upregulation of FTSJ1 may be a promising therapy against NSCLC. Here, PGK1 is linked to non-small cell lung carcinoma.