Elevated levels of IL-6, IL-10, and TNF-α in COVID-19 patients promote the expression of PD-1 and T-cell immunoglobulin mucin 3 (Tim-3) on the surface of peripheral T cells that act as exhaustion signals, resulting in decreased T-cell function and memory T-cell activity. Here, TNF is linked to COVID-19.