Homozygous carriers of DMGDH A allele, which has been related to lower levels of selenium, in our study were less likely to present severe form of COVID-19 (OR 0.2, 95% CI 0.09–0.9, p = 0.03). This evidence concerns the gene DMGDH and COVID-19.