Particularly, many inflammation genes, such as C5AR1, CD55, CSF3R, CXCL8, FPR1, KLF6, and NFKB1A, were significantly upregulated in Neu and Mono cells of the bone marrow of COVID-19 patients (Fig. 6F). Here, CXCL8 is linked to COVID-19.