Santoso Clarissa S, Li Zhaorong, Rottenberg Jaice T, Liu Xing, Shen Vivian X, Bass Juan I Fuxman
Department of Biology, Boston University, Boston, MA 02215, USA.
Bioinformatics Program, Boston University, Boston, MA 02215, USA.
bioRxiv. 2020 Dec 30:2020.12.29.424728. doi: 10.1101/2020.12.29.424728.
Treatment of the cytokine release syndrome (CRS) has become an important part of rescuing hospitalized COVID-19 patients. Here, we systematically explored the transcriptional regulators of inflammatory cytokines involved in the COVID-19 CRS to identify candidate transcription factors (TFs) for therapeutic targeting using approved drugs. We integrated a resource of TF-cytokine gene interactions with single-cell RNA-seq expression data from bronchoalveolar lavage fluid cells of COVID-19 patients. We found 581 significantly correlated interactions, between 95 TFs and 16 cytokines upregulated in the COVID-19 patients, that may contribute to pathogenesis of the disease. Among these, we identified 19 TFs that are targets of FDA approved drugs. We investigated the potential therapeutic effect of 10 drugs and 25 drug combinations on inflammatory cytokine production in peripheral blood mononuclear cells, which revealed two drugs that inhibited cytokine production and numerous combinations that show synergistic efficacy in downregulating cytokine production. Further studies of these candidate repurposable drugs could lead to a therapeutic regimen to treat the CRS in COVID-19 patients.
细胞因子释放综合征(CRS)的治疗已成为救治住院COVID-19患者的重要组成部分。在此,我们系统地探索了参与COVID-19 CRS的炎性细胞因子的转录调节因子,以确定可使用已批准药物进行治疗靶向的候选转录因子(TFs)。我们将TF-细胞因子基因相互作用资源与来自COVID-19患者支气管肺泡灌洗细胞的单细胞RNA-seq表达数据进行整合。我们发现95个TFs与COVID-19患者中上调的16种细胞因子之间存在581种显著相关的相互作用,这些相互作用可能导致该疾病的发病机制。其中,我们鉴定出19个TFs是FDA批准药物的靶点。我们研究了10种药物和25种药物组合对外周血单核细胞中炎性细胞因子产生的潜在治疗作用,结果显示有两种药物可抑制细胞因子产生,还有许多组合在下调细胞因子产生方面显示出协同疗效。对这些候选可重新利用药物的进一步研究可能会产生一种治疗COVID-19患者CRS的治疗方案。