A list of previously reported associated variants was confirmed and two variants in the enhancers of IFITM3 genes that might affect disease severity by regulating the gene expression were newly identified, which will lead to a better understanding of the host genetic factors at play in COVID-19. This evidence concerns the gene IFITM3 and COVID-19.