Specific up-regulation of CD62L and CD147 was observed on basophils from moderate COVID-19 patients (Fig. 5C and SI Appendix, Fig. S5B), while PD-L1 expression was reduced in all patients compared to healthy controls. Here, CD274 is linked to COVID-19.