After performing LASSO regression analysis on clinical factors, five variables were selected (λmin: 0.031, λ1SE 0.103), which were hypertension, hemoptysis volume, PLT, CRP, and PT (Figure 2A). This evidence concerns the gene CRP and hypertensive disorder.