The saRNA groups had the highest proportion of spike specific CD8+ cells relative to CD4+ cells (CD8+:CD4+ ratio GM 0.75 (sd±2.6) and 1.3 (sd±3.1) in COVID-19 naïve and previously infected respectively). The gene discussed is CD8A; the disease is COVID-19.