To better understand the underlying mechanism of action of TNF-α in modulating the host immune response, particularly in response to SARS-CoV-2 infections, this review aims to deliberate the association of TNF-α with the severity of COVID-19 and the possibility of employing TNF-α as a therapeutic target for improving severe COVID-19. The gene discussed is TNF; the disease is COVID-19.