Specifically, the development of both ARDS and AKI in COVID-19 patients is associated with IL-1RA, fractalkine, M-CSF, G-CSF, IL-6, and TNF-α, and supports the potential deleterious effect of the “cytokine storm” on disease progression15, 21. This evidence concerns the gene TNF and COVID-19.