Six risk factors were selected: age (coefficient ═ 0.955), WBC (1.026), D-dimer (1.255), IgM (1.003), pulmonary necrosis (1.056), and pleural effusion (1.794) (Figure 2C and 2D). This evidence concerns the gene CD40LG and Pleural effusion.