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. This evidence concerns the gene MSTN and COVID-19.