ADD3 and chronic obstructive pulmonary disease: Moreover, a systematic integration of two machine learning algorithms along with pathway‐gene correlations identified six candidate biomarkers, which were validated in a separate cohort comprising six additional microarray datasets, ultimately identifying ADD3 and GNAS as diagnostic biomarkers for COPD.