Calcidiol 1-monooxygenase enzyme, also known as the VDR gene, regulates the active form of Vitamin D. Vitamin D is an active regulator of the immune response and Vitamin D deficiency has been associated with a more aggressive form of COVID-19 and poor prognosis [92]. This evidence concerns the gene CYP27B1 and vitamin D deficiency.