Specifically, clusters associated with COVID-19 had higher expression of markers important for the activation and recruitment of basophils, including CD11b, CD63, and CXCR4 (Fig. 5B and SI Appendix, Fig. S5A). Here, CXCR4 is linked to COVID-19.