Furthermore, abnormal mitochondrial ultrastructure and increased expression of inhibitory checkpoints, such as programmed death-1 (PD-1) and its ligand (PD-L1), are found in monocytes in patients with COVID-19 [156]; and non-classical monocytes are further decreased in those with severe COVID-19 [157]. Here, CD274 is linked to COVID-19.