Though the functional role of adiponectin in COVID-19 is still unclear, a recent study found decreased adiponectin plasmatic levels in patients with acute respiratory failure associated with COVID-19 pneumonia when compared to non-COVID-19 patients [19]. This evidence concerns the gene ADIPOQ and acute respiratory failure.