Immediately after, the intersection of results from LASSO, SVM-RFE and Boruta algorithms yielded BCL2, CCR7, FAM162A, FOXO1, and RPS3 as biomarkers for COPD (Figure 3E). This evidence concerns the gene RPS3 and chronic obstructive pulmonary disease.