In this study, out of 1238 variant previously reported to be association with susceptibility and severity of COVID-19, we confirmed 49 variants, corresponding to 18 independent loci, including 3p21.31 locus, ABO, IFNAR2, TNF, APOE, and FOXP4-AS1 gene. Here, ABO is linked to COVID-19.