Considering that MPO, apelin, and myostatin showed consistent alteration patterns upon COVID-19, which is in line with their previously identified regulatory roles, we next explored the potential association between MPO, apelin, and myostatin and metabolic parameters. The gene discussed is MPO; the disease is COVID-19.