The 3p21.31 chromosome region and variants in the ABO gene recently identified in two different GWAS including diverse populations have been a relevant finding in the genetic study of COVID-19; however, further studies enlightening the role of the proteins encoded by the identified genes in the COVID-19 and their association in other populations is still warranted. The gene discussed is ABO; the disease is COVID-19.