In COVID-19 cases, a decrease in peripheral lymphocyte numbers occurs due to various factors, such as TNF-alpha-induced apoptosis, increased peripheral consumption, ACE-2-related cytopathic effects, and interaction with CD147 [40,41,42,43]. This evidence concerns the gene TNF and COVID-19.