Similarly, we found lower CD4+ T proportions and higher monocyte counts in males, and both CD4 and CD8 lymphopenia in patients with severe COVID-19 of both sexes, whereas an elevated CD8+ T proportion was commonly found in moderate patients, with males exhibiting higher CD8+ T cell proportions than females. This evidence concerns the gene CD8A and lymphopenia.