On the other hand, single-cell RNA sequencing of peripheral blood from COVID-19 patients revealed a reduced number of non-classical and intermediate monocytes and impaired immune response by myeloid cells with reduced expression of cytokines, such as IL-6, TNF, and IL-1β (118–120). This evidence concerns the gene IL6 and COVID-19.