Analysis of Receiver Operating Characteristic (ROC) curves of serum IL-17, IFN-γ, IL-12 and IL-23 for different stages of COVID-19 revealed that values of all four cytokines could predict disease severity (Figure 5). The gene discussed is IFNG; the disease is COVID-19.