CEACAM5 and chronic lung disease: In this study, both univariate analysis and multivariate logistic regression models were used to identify six influencing factors: 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.