Among them, HLA-C, TCF19, and ADAM15 were shared by PrCa and the two COVID-19 severity phenotypes, while CCHCR1 was shared by PrCa and all three COVID-19 phenotypes. This evidence concerns the gene CCHCR1 and COVID-19.