RT Journal Article SR Electronic T1 Tocilizumab treatment in severe COVID-19 patients attenuates the inflammatory storm incited by monocyte centric immune interactions revealed by single-cell analysis JF bioRxiv FD Cold Spring Harbor Laboratory SP 2020.04.08.029769 DO 10.1101/2020.04.08.029769 A1 Chuang Guo A1 Bin Li A1 Huan Ma A1 Xiaofang Wang A1 Pengfei Cai A1 Qiaoni Yu A1 Lin Zhu A1 Liying Jin A1 Chen Jiang A1 Jingwen Fang A1 Qian Liu A1 Dandan Zong A1 Wen Zhang A1 Yichen Lu A1 Kun Li A1 Xuyuan Gao A1 Binqing Fu A1 Lianxin Liu A1 Xiaoling Ma A1 Jianping Weng A1 Haiming Wei A1 Tengchuan Jin A1 Jun Lin A1 Kun Qu YR 2020 UL http://biorxiv.org/content/early/2020/04/09/2020.04.08.029769.abstract AB Coronavirus disease 2019 (COVID-19) has caused more than 40,000 deaths worldwide1. Approximately 14% of patients with COVID-19 experienced severe disease and 5% were critically ill2. Studies have shown that dysregulation of the COVID-19 patients’ immune system may lead to inflammatory storm and cause severe illness and even death3,4. Tocilizumab treatment targeting interleukin 6 receptor has shown inspiring clinical results of severe COVID-19 patients5. However, the immune network with Tocilizumab treatment at single cell resolution has not been uncovered. Here, we profiled the single-cell transcriptomes of 13,289 peripheral blood mononuclear cells isolated at three longitudinal stages from two severe COVID-19 patients treated with Tocilizumab. We identified a severe stage-specific monocyte subpopulation and these cells centric immune cell interaction network connected by the inflammatory cytokines and their receptors. The over-activated inflammatory immune response was attenuated after Tocilizumab treatment, yet immune cells including plasma B cells and CD8+ T cells still exhibited an intense humoral and cell-mediated anti-virus immune response in recovered COVID-19 patients. These results provided critical insights into the immunopathogenesis of severe COVID-19 and revealed fundamentals of effectiveness in Tocilizumab treatment.