ALOX5, HMOX1, and PLA2G7 were identified as biomarkers for CRSwNP, with AUC >0.7 in both training and validation sets, showing strong diagnostic potential. Here, HMOX1 is linked to chronic rhinosinusitis with nasal polyps.