To investigate whether nasopharyngeal levels of ACE2 and TMPRSS2 are associated with respiratory distress susceptibility on COVID-19 patients, 213 SARS-CoV-2 RT-qPCR positive individuals were enrolled in this case–control study. This evidence concerns the gene TMPRSS2 and COVID-19.