Finally, when all statistically significant predictors from this study were included in multivariate logistic regression analysis, a combination of IL-1β, eATP and eHsp70 showed to have great performances in identifying COPD patients. The gene discussed is IL1B; the disease is chronic obstructive pulmonary disease.