论文标题
基于宿主细胞对SARS-COV-2的转录反应,重新利用COVID-19的药物
Repurposing drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2
论文作者
论文摘要
2019年冠状病毒病(Covid-19)大流行已感染了全球超过1000万人,死亡率相对较高。有许多治疗疗法正在接受临床试验,但迄今为止尚无有效的疫苗或治疗疗法。在受到严重的急性呼吸综合征冠状病毒2(SARS-COV-2)影响之后,宿主细胞的分子信号在SARS-COV-2的生命周期中起着关键作用。因此,识别宿主细胞内所涉及的分子信号通路是很重要的,靶向这些分子信号通路的药物可能对19.19治疗有效。在这项研究中,我们旨在确定这些潜在的分子信号通路,并根据宿主细胞的转录反应,将现有药物重新利用为Covid-19的潜在有效治疗,以促进治疗发现。我们首先通过分析改变的基因表达谱分析与感染有关的功能障碍信号传导途径在人肺上皮细胞中引起SARS-COV-2。除了信号通路分析外,还确定了激活的基因本体论(GOS)和超级基因本体。特别鉴定了信号通路和MAPK,JNK,STAT,ERK,ERK,JAK-STAT,IRF7-NFKB信号传导和MYD88/CXCR6免疫信号传导等GOS。基于确定的信号通路和GO,通过整合药物目标和反向基因表达数据资源来重新使用一组潜在有效的药物。地塞米松在预测中排名最高,这是第一个据报道的药物,能够显着降低获得呼吸支持的Covid-19患者的死亡率。结果可能有助于了解宿主细胞内的相关分子信号传导途径,并促进发现有效的药物进行19009治疗。
The Coronavirus Disease 2019 (COVID-19) pandemic has infected over 10 million people globally with a relatively high mortality rate. There are many therapeutics undergoing clinical trials, but there is no effective vaccine or therapy for treatment thus far. After affected by the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), molecular signaling of host cells plays critical roles during the life cycle of SARS-CoV-2. Thus, it is significant to identify the involved molecular signaling pathways within the host cells, and drugs targeting these molecular signaling pathways could be potentially effective for COVID-19 treatment. In this study, we aimed to identify these potential molecular signaling pathways, and repurpose existing drugs as a potentially effective treatment of COVID-19 to facilitate the therapeutic discovery, based on the transcriptional response of host cells. We first identified dysfunctional signaling pathways associated with the infection caused SARS-CoV-2 in human lung epithelial cells through analysis of the altered gene expression profiles. In addition to the signaling pathway analysis, the activated gene ontologies (GOs) and super gene ontologies were identified. Signaling pathways and GOs such as MAPK, JNK, STAT, ERK, JAK-STAT, IRF7-NFkB signaling, and MYD88/CXCR6 immune signaling were particularly identified. Based on the identified signaling pathways and GOs, a set of potentially effective drugs were repurposed by integrating the drug-target and reverse gene expression data resources. The dexamethasone was top-ranked in the prediction, which was the first reported drug to be able to significantly reduce the death rate of COVID-19 patients receiving respiratory support. The results can be helpful to understand the associated molecular signaling pathways within host cells, and facilitate the discovery of effective drugs for COVID-19 treatment.