针对中度和重度 COVID 感染的抗癌药物的再利用:基于网络的系统生物学方法。

IF 0.7 4区 医学 Q3 MEDICINE, GENERAL & INTERNAL
Nigerian Journal of Clinical Practice Pub Date : 2024-08-01 Epub Date: 2024-08-26 DOI:10.4103/njcp.njcp_873_23
K J Alzahrani
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引用次数: 0

摘要

背景:由 SARS-CoV-2 引起的 COVID-19 大流行对健康造成了空前的威胁,需要快速开发抗病毒药物。针对新型和新出现的病毒开发疗法的最有效策略之一是药物再利用。目的:本研究旨在采用系统生物学方法确定关键的药物靶点以及抗 COVID 感染的潜在候选药物:我们的方法利用COVID感染条件下的基因表达差异,构建了蛋白质-蛋白质相互作用(PPI)网络。从该网络中提取核心集群,然后进行分子富集分析。这一过程确定了针对 COVID-19 感染各阶段的关键药物靶点和潜在候选药物:该网络是利用轻度、中度和重度 COVID-19 感染中前 200 个不同表达基因构建的。确定了每种疾病条件下的前 3 个集群,代表了网络的核心机制。分子富集显示,轻度感染状态下的大多数通路与转录调控、蛋白质折叠、血管生成和细胞因子信号通路有关。而中度和重度疾病状态下的富集通路主要与免疫系统和细胞凋亡过程有关,包括NF-kappaB信号传导、细胞因子信号传导、TNF介导的信号传导和氧化应激诱导的细胞死亡。进一步分析发现,有 28 种潜在药物可重新用于治疗中度和重度 COVID-19,其中大部分药物目前已用于癌症治疗:结论:有趣的是,一些建议的药物对 SARS-CoV-2 有抑制作用,这也得到了文献证据的支持。总之,本文所述的药物再利用方法将有助于开发潜在的抗病毒药物,以治疗新出现的 COVID 菌株。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Repurposing of Anti-Cancer Drugs Against Moderate and Severe COVID Infection: A Network-Based Systems Biological Approach.

Background: The COVID-19 pandemic caused by SARS-CoV-2 is an unparalleled health risk, needing fast antiviral medication development. One of the most effective strategies for developing therapies against novel and emerging viruses is drug repurposing. Recently, systems biology approaches toward the discovery of repurposing medications are gaining prominence.

Aim: This study aimed to implement a systems biology approach to identify crucial drug targets as well as potential drug candidates against COVID infection.

Methods: Our approach utilizes differential gene expression in COVID conditions that enable the construction of a protein-protein interaction (PPI) network. Core clusters were extracted from this network, followed by molecular enrichment analysis. This process identified critical drug targets and potential drug candidates targeting various stages of COVID-19 infection.

Results: The network was built using the top 200 differently expressed genes in mild, moderate, and severe COVID-19 infections. Top 3 clusters for each disease condition were identified, representing the core mechanism of the network. Molecular enrichment revealed the majority of the pathways in the mild state were associated with transcription regulation, protein folding, angiogenesis, and cytokine-signaling pathways. Whereas, the enriched pathways in moderate and severe disease states were predominately linked with the immune system and apoptotic processes, which include NF-kappaB signaling, cytokine signaling, TNF-mediated signaling, and oxidative stress-induced cell death. Further analysis identifies 28 potential drugs that can be repurposed to treat moderate and severe COVID-19, most of which are currently used in cancer treatment.

Conclusion: Interestingly, some of the proposed drugs have demonstrated inhibitory effects against SARS-CoV-2, as supported by literature evidence. Overall, the drug repurposing method described here will help develop potential antiviral medications to treat emerging COVID strains.

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来源期刊
Nigerian Journal of Clinical Practice
Nigerian Journal of Clinical Practice MEDICINE, GENERAL & INTERNAL-
CiteScore
1.40
自引率
0.00%
发文量
275
审稿时长
4-8 weeks
期刊介绍: The Nigerian Journal of Clinical Practice is a Monthly peer-reviewed international journal published by the Medical and Dental Consultants’ Association of Nigeria. The journal’s full text is available online at www.njcponline.com. The journal allows free access (Open Access) to its contents and permits authors to self-archive final accepted version of the articles on any OAI-compliant institutional / subject-based repository. The journal makes a token charge for submission, processing and publication of manuscripts including color reproduction of photographs.
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