To identify the characteristics associated with disease severity that should be included as features of the prognostic model, we first analyzed association of the characteristics, including age, sex, DENV NS1 antigen, viral RNA amount, and anti-DENV IgG and IgM antibodies, with the severity of dengue (Table 1). This evidence concerns the gene CD40LG and dengue disease.