Immunoblot analysis of WAT lysates demonstrated significant differences in the protein levels of immune cell markers indicating altered levels of CD4+ cells CD8+ cells and F4/80+ cells; and inflammatory cytokines such as TNFα, IL-6, and IL-10 between the sexes during CoV-2 infection (Figure 3). This evidence concerns the gene TNF and COVID-19.