The main objective of the present study is to elucidate effects of naturally occurring variants within ACE1, ACE2, TMPRSS2, IFITM3 and VDR genes on clinical severity of COVID-19 and/or the outcome of SARS-CoV-2 infection. The gene discussed is IFITM3; the disease is COVID-19.