Among the upregulated genes, we found genes already known to be involved in the COVID-19 pathogenic mechanisms, like TMPRSS4, that has been shown to promote infection of SARS-CoV-2 in human small intestinal enterocytes along with TMPRSS2 gene12. This evidence concerns the gene TMPRSS4 and COVID-19.