In lung cancer specifically, MUC4 expression aligns with histological subtypes, manifesting distinct patterns in NSCLC subtypes like adenocarcinoma, squamous cell carcinoma, and adenosquamous cell carcinoma (62, 63). This evidence concerns the gene MUC4 and lung cancer.