Logistic regression analysis showed that age, smoking duration over 20 years, chronic lung disease, nodule diameter, irregular nodules, bronchial changes, vascular changes, NSE, CYFRA21–1, and SCCA were all risk factors for malignant pulmonary nodules (P < 0.05), as shown in Table 5. Here, ENO2 is linked to chronic lung disease.