The ROC curve was used to make positive and negative predictions, suggesting that increases in Alb and Hct but decreases in CRP, PCT, LDH, HBDH, and ESR were more susceptible to COVID-19 (p < 0.001, Figure 3). Here, ESR1 is linked to COVID-19.