The proposed mechanisms to explain heparanase involvement in the severe forms and worsened outcomes of COVID-19 include its well-established roles in the degradation of the endothelial glycocalyx and the activation of inflammatory responses [110]. This evidence concerns the gene HPSE and COVID-19.