The two analyzed datasets shared only one switch gene, i.e. SSR4, which appears in the top-ten switch genes of the training set (GSE47460 dataset) and it is up-regulated in COPD cases in both datasets. Here, SSR4 is linked to chronic obstructive pulmonary disease.