In our virtual cohort, we found that severe COVID-19 responses were tightly correlated with a delay in the peak IFN concentration and that a large increase in IL-6 was the dominant predictor of CD8+ T cell depletion. The gene discussed is IFNA1; the disease is COVID-19.