By converse, in the younger age group, where demographic variables and comorbidities are less prominent, some of the explored host’s polymorphisms of genes linked to innate inflammatory response (PNPLA3) and proteolytic activities (TLL-1) were significantly associated to the worst outcome of COVID-19. This evidence concerns the gene PNPLA3 and COVID-19.