COVID-19 patients with CVD who were taking statins had significantly lower median concentrations of IL-6 (21 vs. 44 pg/mL, p = 0.027), TNFα (21 vs. 39.5 pg/mL, p = 0.036), and IL-10 (19 vs. 25.5 pg/mL, p = 0.025) compared to COVID-19 patients with no CVD. This evidence concerns the gene IL6 and COVID-19.