In the following paragraphs, we will try to summarize the principal studies investigating circulating ACE, ACE2, AngII, and Ang1-7 in clinical samples from COVID-19 patients in order to highlight reproducible pieces of evidence across studies as well as potential inconsistencies that need to be further explored. The gene discussed is ACE; the disease is COVID-19.