CD8A and COVID-19: The Gini VIM (variable importance measure) method determined that variations in immune cells populations such as effector CD8+ T cells, NK and NKT cells, as well as their cytotoxic activity, were more important for the categorization of patients with COVID-19 than the levels of plasma cytokines or the assayed genetic parameters (Figure 6C).