Overall, PCA of classical monocytes revealed an acute-phase COVID-19 clustering pattern upon bacterial challenge, which was strongly associated with low expression of HLA-DR, CD86, CD80 and a high expression of CD163, CX3CR1 and CD11b (Fig 6G–6I). The gene discussed is CX3CR1; the disease is COVID-19.