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). The gene discussed is FOXO1; the disease is chronic obstructive pulmonary disease.