CD4 and type 2 diabetes mellitus: In this study, we also showed that CD3+ T cells, CD4+ T cells, and CD8+ T cells were significantly reduced in patients with COVID-19 with T2DM, suggesting that these patients had significant dysregulation in lymphocyte, leading to impaired function of cellular immune and decreased viral clearance.