Sera biomarkers that indicate cardiac damage, inflammation and thrombosis such as troponin T and I, CRP, tumor necrosis factor (TNF), IL-1β and IL-6 have been found to be associated with increased mortality as well as being elevated in males with COVID-19 compared to females [28,44]. This evidence concerns the gene TNF and COVID-19.