Our results demonstrate the presence of immune perturbations in peripheral blood CD4+ and CD8+ T-cell populations in severe COVID-19 patients 3 months after hospitalisation with no direct association between long COVID symptoms and immune activation/pro-inflammatory cytokines, for the markers that were measured. This evidence concerns the gene CD4 and COVID-19.