TNF and COVID-19: In line with our findings, at least in univariable testing, Ghulam et al. [51] showed that mRNA expression of cytokines such as IL-6, IFN-ɣ, and TNF-ɑ was significantly decreased in patients with severe COVID-19 compared to those with mild disease.