The highest probability of developing moderate and severe clinical courses of COVID-19 among residents of Central Ukraine was found in G-allele carriers (especially the GG genotype) of the FGB gene (rs1800790) and carriers of the T-allele TMPRSS2 gene (rs12329760). This evidence concerns the gene TMPRSS2 and COVID-19.