However, the presence of the DPP9 rs10406145-GG genotype showed a fourfold greater association with the severe form of COVID-19 in males than in females in a recessive genetic model (OR = 4.47, 95% CI 1.04-19.21), after adjustment for other confounding variables. This evidence concerns the gene DPP9 and COVID-19.