We also predicted that the ratios of MMP-2/BDNF and MMP-9/BDNF could be considered early predictors of COVID-19 mortality, supposing the involvement of metalloproteinase [103] and BDNF [104,105] in the severe respiratory impairment associated with elevated mortality for COVID-19 infection. This evidence concerns the gene BDNF and COVID-19.