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基于宿主转录组指导的新冠病毒病治疗药物再利用:一种基于荟萃分析的方法

Host transcriptome-guided drug repurposing for COVID-19 treatment: a meta-analysis based approach.

作者信息

Loganathan Tamizhini, Ramachandran Srimathy, Shankaran Prakash, Nagarajan Devipriya, Mohan S Suma

机构信息

School of Chemical & Biotechnology, SASTRA Deemed to be University, Thanjavur, India.

出版信息

PeerJ. 2020 Jun 10;8:e9357. doi: 10.7717/peerj.9357. eCollection 2020.

Abstract

BACKGROUND

Coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been declared a pandemic by the World Health Organization, and the identification of effective therapeutic strategy is a need of the hour to combat SARS-CoV-2 infection. In this scenario, the drug repurposing approach is widely used for the rapid identification of potential drugs against SARS-CoV-2, considering viral and host factors.

METHODS

We adopted a host transcriptome-based drug repurposing strategy utilizing the publicly available high throughput gene expression data on SARS-CoV-2 and other respiratory infection viruses. Based on the consistency in expression status of host factors in different cell types and previous evidence reported in the literature, pro-viral factors of SARS-CoV-2 identified and subject to drug repurposing analysis based on DrugBank and Connectivity Map (CMap) using the web tool, CLUE.

RESULTS

The upregulated pro-viral factors such as , , , , , , , and were identified in early infection models of SARS-CoV-2. By further analysis of the drug-perturbed expression profiles in the connectivity map, 27 drugs that can reverse the expression of pro-viral factors were identified, and importantly, twelve of them reported to have anti-viral activity. The direct inhibition of the gene product can be considered as another therapeutic strategy for SARS-CoV-2 infection and could suggest six approved PTGS2 inhibitor drugs for the treatment of COVID-19. The computational study could propose candidate repurposable drugs against COVID-19, and further experimental studies are required for validation.

摘要

背景

严重急性呼吸综合征冠状病毒2(SARS-CoV-2)引起的2019冠状病毒病(COVID-19)已被世界卫生组织宣布为大流行病,确定有效的治疗策略是抗击SARS-CoV-2感染的当务之急。在这种情况下,考虑到病毒和宿主因素,药物重新利用方法被广泛用于快速识别针对SARS-CoV-2的潜在药物。

方法

我们采用了一种基于宿主转录组的药物重新利用策略,利用公开可用的关于SARS-CoV-2和其他呼吸道感染病毒的高通量基因表达数据。基于不同细胞类型中宿主因子表达状态的一致性以及文献中报道的先前证据,确定SARS-CoV-2的病毒促进因子,并使用网络工具CLUE基于药物银行(DrugBank)和连通性图谱(CMap)对其进行药物重新利用分析。

结果

在SARS-CoV-2的早期感染模型中确定了上调的病毒促进因子,如……(此处原文未完整列出因子名称)。通过进一步分析连通性图谱中药物干扰的表达谱,确定了27种可逆转病毒促进因子表达的药物,重要的是,其中12种据报道具有抗病毒活性。直接抑制……(此处原文未完整列出基因名称)基因产物可被视为SARS-CoV-2感染的另一种治疗策略,并可能提示6种已批准的PTGS2抑制剂药物用于治疗COVID-19。该计算研究可以提出针对COVID-19的可重新利用的候选药物,还需要进一步的实验研究进行验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b280/7293190/57341511ea28/peerj-08-9357-g001.jpg

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