We developed two multivariate models: a baseline model (including age, sex, CRP, hypertension, hyperlipidemia, and diabetes) and a hormone model (that included the testosterone, TMPRRS2 and aromatase levels at admission in addition to the variables in the baseline model). Here, CYP19A1 is linked to diabetes mellitus.