Based on the results of univariate logistic regression analysis, multivariable logistic regression analysis was performed, and it was found that the best model for COPD prediction is composed of IL-1β, FIB and WBC with correctly classified 89% of cases. Here, IL1B is linked to chronic obstructive pulmonary disease.