CEACAM5 and chronic lung disease: The results of the multivariate analysis showed that advanced age, smoking or frequent passive smoking, significant psychological stress in the past year, occupational exposure (presence of air pollution in the work environment), presence of chronic lung disease, and elevated levels of carcinoembryonic antigen were identified as risk factors for predicting the occurrence of lung nodules (Table 5).