Among the 14 identified biomarkers whose longitudinal trajectories were associated with mortality during COVID-19, we noted that sTNFRSF1A, sST2, IL-10, and IL-15 exhibited longitudinal trajectories that clearly segregated survivors versus patients who succumbed to COVID-19 throughout the entire course of hospitalization (Figure 8). The gene discussed is IL15; the disease is COVID-19.