“登革热潜在药物的鉴定:基于网络的药物再备案方法”(预印本)

Praveenkumar Kochuthakidiyel Suresh, Gnanasoundari Sekar, Kavya Mallady, Wan Suriana Wan Ab Rahman, Wan Nazatul Shima Shahidan, Gokulakannan Venkatesan
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引用次数: 0

摘要

背景:登革热可发展为登革出血热(DHF),这是一种更为严重的疾病,有时甚至会致命。严重疾病的征兆大约出现在开始退烧的时候(通常是症状出现后的 3 到 7 天)。目前还没有有效的抗病毒药物。药物再利用是一种新兴的药物发现过程,用于快速开发有效的 DHF 疗法。通过网络药理学建模,美国食品和药物管理局(FDA)批准的几种药物已被研究用于各种病毒爆发:我们的目标是在现有的 FDA 批准的治疗病毒发作、病毒性发烧症状和 DHF 的药物中,找出可能用于 DHF 的可再利用药物:我们利用靶点识别数据库(GeneCards 和 DrugBank)确定了人类-DHF 病毒相互作用基因以及针对这些基因的药物靶点。我们通过网络分析确定了枢纽基因和潜在药物。我们进行了功能富集和网络分析,以确定通路、蛋白-蛋白相互作用、基因高表达的组织以及疾病-基因关联:结果:通过分析人类基因组网络中的病毒-宿主相互作用和治疗靶点,发现了45种可再利用的药物。宿主-病毒-药物关联的枢纽网络分析表明,阿司匹林、卡托普利和利洛那普可以有效治疗DHF。基因富集分析支持了这些发现。根据梅奥诊所的一份报告,使用阿司匹林治疗登革热可能会增加出血并发症的风险,但世界各地的一些研究表明,血栓形成与登革热有关。人类相互作用组包含前列腺素-内过氧化物合成酶 2(PTGS2)、血管紧张素转换酶(ACE)和凝血因子 II、凝血酶(F2)等基因,这些基因已被证实在 DHF 疾病进展的发病机制中发挥作用,我们对大多数靶向这些基因的药物进行分析后发现,中枢基因模块(人类-病毒-药物)在与免疫系统相关的组织中高度富集(P=7.29 × 10-24)和人脐静脉内皮细胞(P=1.83 × 10-20);这类组织在血管壁和血液之间起着抗凝屏障的作用。Kegg分析显示,与癌症相关的基因(P=1.13 × 10-14)和糖尿病并发症中的高级糖化终产物-高级糖化终产物受体信号通路(P=3.52 × 10-14)存在关联,这表明患有糖尿病和癌症的DHF患者有更高的致病风险。因此,基因靶向药物可能会在限制或恶化 DHF 患者病情方面发挥重要作用:由于出血并发症,阿司匹林通常不是登革热的处方药,但有报道称,使用较小剂量的阿司匹林对治疗有血栓形成的疾病有益。药物再利用是一个新兴领域,在开具处方前需要进行临床验证和剂量鉴定。进一步的回顾性和合作性国际试验对于了解这种疾病的发病机制至关重要。
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The Identification of Potential Drugs for Dengue Hemorrhagic Fever: Network-Based Drug Reprofiling Study.

Background: Dengue fever can progress to dengue hemorrhagic fever (DHF), a more serious and occasionally fatal form of the disease. Indicators of serious disease arise about the time the fever begins to reduce (typically 3 to 7 days following symptom onset). There are currently no effective antivirals available. Drug repurposing is an emerging drug discovery process for rapidly developing effective DHF therapies. Through network pharmacology modeling, several US Food and Drug Administration (FDA)-approved medications have already been researched for various viral outbreaks.

Objective: We aimed to identify potentially repurposable drugs for DHF among existing FDA-approved drugs for viral attacks, symptoms of viral fevers, and DHF.

Methods: Using target identification databases (GeneCards and DrugBank), we identified human-DHF virus interacting genes and drug targets against these genes. We determined hub genes and potential drugs with a network-based analysis. We performed functional enrichment and network analyses to identify pathways, protein-protein interactions, tissues where the gene expression was high, and disease-gene associations.

Results: Analyzing virus-host interactions and therapeutic targets in the human genome network revealed 45 repurposable medicines. Hub network analysis of host-virus-drug associations suggested that aspirin, captopril, and rilonacept might efficiently treat DHF. Gene enrichment analysis supported these findings. According to a Mayo Clinic report, using aspirin in the treatment of dengue fever may increase the risk of bleeding complications, but several studies from around the world suggest that thrombosis is associated with DHF. The human interactome contains the genes prostaglandin-endoperoxide synthase 2 (PTGS2), angiotensin converting enzyme (ACE), and coagulation factor II, thrombin (F2), which have been documented to have a role in the pathogenesis of disease progression in DHF, and our analysis of most of the drugs targeting these genes showed that the hub gene module (human-virus-drug) was highly enriched in tissues associated with the immune system (P=7.29 × 10-24) and human umbilical vein endothelial cells (P=1.83 × 10-20); this group of tissues acts as an anticoagulant barrier between the vessel walls and blood. Kegg analysis showed an association with genes linked to cancer (P=1.13 × 10-14) and the advanced glycation end products-receptor for advanced glycation end products signaling pathway in diabetic complications (P=3.52 × 10-14), which indicates that DHF patients with diabetes and cancer are at risk of higher pathogenicity. Thus, gene-targeting medications may play a significant part in limiting or worsening the condition of DHF patients.

Conclusions: Aspirin is not usually prescribed for dengue fever because of bleeding complications, but it has been reported that using aspirin in lower doses is beneficial in the management of diseases with thrombosis. Drug repurposing is an emerging field in which clinical validation and dosage identification are required before the drug is prescribed. Further retrospective and collaborative international trials are essential for understanding the pathogenesis of this condition.

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