Additionally, marked expression of PD-L1 (a transmembrane protein associated with anergy) was observed in the classical, intermediate, and non-classical monocyte subpopulations of all patients with COVID-19 (Fig. 2 A-D). Here, CD274 is linked to COVID-19.