They identified neutrophils (IFITM2, IFITM1, H3-H3B, SAT1 and S100A8) and macrophage cluster-1 (CCL8, CCL3, CCL2, KLF6 and SPP1) as the main immune cell subsets associated with severe COVID-19 cases. This evidence concerns the gene CCL2 and COVID-19.