Patients with vitamin D insufficiency showed significantly greater serum ferritin levels compared to those with normal vitamin D levels, according to a study by Jain et al. Patients with COVID-19 who had low levels of vitamin D also had greater levels of TNF- in their blood [41]. This evidence concerns the gene TNF and COVID-19.