Overall, our findings suggest that suppressed CD8 + T cells, overproduction of IL-6, and delayed IFN peaks are correlated with disease severity in cancer and immunosuppressed patients with COVID-19, similar to previous results in COVID-19 severe virtual patients described in Jenner et al. [28]. The gene discussed is CD8A; the disease is COVID-19.