It has been reported that metabolites, such as agmatine, putrescine, and 2-quinolinecarboxylate, are involved in the activation of the NF-kB pathway, thereby promoting an increase in the secretion of the pro-inflammatory cytokines TNF-α and IL-6, which are two important cytokines governing the severity of COVID-19. This evidence concerns the gene TNF and COVID-19.