CYP4B1 exhibited strong diagnostic performance for LC, with an AUC-ROC of 0.9442, and its expression was significantly downregulated in LC tissues compared to non-tumorous controls (Fig 4E). Here, CYP4B1 is linked to laryngotracheoesophageal cleft.