Subpopulations of Mono_FCGR3A (CD16 monocytes expressing FCGR3A), Mono_HLA-DPB1, and Mono_HLA-DQA1 were depleted in patients with COVID-19-induced ARDS. The gene discussed is HLA-DPB1; the disease is COVID-19.