基于通路的网络医学发现了治疗阿尔茨海默病的新型天然产物。

IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY
Yumei Liang, Siqi Xie, Jianping Jia
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引用次数: 0

摘要

背景:阿尔茨海默病(AD)是痴呆症的主要病因,其复杂的发病机制使有效治疗的发展复杂化。天然产物具有与多种分子靶点相互作用的能力,是一种很有前途的多靶点药物。基于网络的医学为发现此类药物提供了一种强大的策略,可以解决AD潜在的复杂机制。方法:通过文本挖掘和途径数据库的构建,构建ad相关的通路基因网络。该网络促进了针对与AD相关的多种途径和基因的天然产物的鉴定。我们通过评估C57BL/6J小鼠的一般行为、体重变化、重要器官重量和形态以及血液学和生化参数来评估两种天然产物的安全性。APP/PS1转基因小鼠随后用这些天然产物单独或联合治疗,以评估其治疗效果。通过行为测试评估认知功能,如新物体识别、y迷宫和莫里斯水迷宫测试。此外,采用免疫组织化学染色和酶联免疫吸附法检测a β相关的病理变化。利用转录组学分析和定量实时聚合酶链反应(qRT-PCR)来阐明天然产物作用的机制。结果:构建的ad相关通路-基因网络包括三个视角:(i)研究最多的通路(21条通路,5325个基因),(ii)基因相关通路(26条通路,2557个基因),以及(iii)流行的通路(24条通路,3435个基因)。选择两种天然产物(-)- vestitol和Salviolone进行进一步验证。在C57BL/6J小鼠身上证实了它们的安全性。值得注意的是,(-)- vestitol和Salviolone联合使用通过减少Aβ沉积和降低大脑中有毒可溶性Aβ水平,协同影响APP/PS1转基因小鼠的认知功能。转录组学分析和qRT-PCR实验显示,它们的组合更全面地调控ad相关通路和基因,特别是影响神经活性配体-受体相互作用和钙信号通路。结论:我们的研究结果表明,通过AD相关途径基因网络筛选潜在的天然产物是发现AD新疗法的一种有希望的策略。(-)- vestitol和Salviolone作为阿尔茨海默病治疗的新候选药物的治疗潜力被强调了它们的协同作用,这是由于它们对阿尔茨海默病相关途径和基因的全面调节。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pathway-based network medicine identifies novel natural products for Alzheimer's disease.

Background: Alzheimer's disease (AD) is the leading cause of dementia, characterized by a complex pathogenesis that complicates the development of effective treatments. Natural products are promising multitarget agents because of their ability to interact with multiple molecular targets. Network-based medicine presents a robust strategy for discovering such agents, which can address the intricate mechanisms underlying AD.

Methods: In this study, we constructed an AD-related pathway-gene network via text mining and pathway database construction. This network facilitated the identification of natural products that target multiple pathways and genes associated with AD. We evaluated the safety profiles of two selected natural products in C57BL/6J mice through assessments of general behavior, body weight changes, vital organ weight and morphology, and hematological and biochemical parameters. APP/PS1 transgenic mice were subsequently treated with these natural products-either individually or in combination-to assess their therapeutic effects. Cognitive function was evaluated via behavioral tests, such as novel object recognition, Y-maze, and Morris water maze tests. Additionally, immunohistochemical staining and enzyme-linked immunosorbent assays were performed to examine Aβ-associated pathological changes. Transcriptomic analysis and quantitative real-time polymerase chain reaction (qRT-PCR) were employed to elucidate the mechanisms underlying the effects of the natural products.

Results: The constructed AD-related pathway-gene network encompassed three perspectives: (i) Most Studied Pathways (21 pathways with 5325 genes), (ii) Gene-Associated Pathways (26 pathways with 2557 genes), and (iii) Popular Pathways (24 pathways with 3435 genes). Two natural products, (-)-Vestitol and Salviolone, were selected for further validation. Their safety was confirmed in C57BL/6J mice. Notably, the combination of (-)-Vestitol and Salviolone synergistically affected cognitive function in APP/PS1 transgenic mice by reducing Aβ deposition and lowering toxic soluble Aβ levels in the brain. Transcriptomic analysis and qRT-PCR experiments revealed that their combination regulated AD-related pathways and genes more comprehensively, particularly affecting the Neuroactive ligand-receptor interaction and Calcium signaling pathway.

Conclusions: Our findings demonstrate that screening potential natural products through an AD-related pathway-gene network is a promising strategy for discovering novel therapeutics for AD. The therapeutic potential of (-)-Vestitol and Salviolone as novel candidates for AD treatment is underscored by their synergistic effects, attributed to their comprehensive regulation of AD-associated pathways and genes.

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来源期刊
Alzheimer's Research & Therapy
Alzheimer's Research & Therapy 医学-神经病学
CiteScore
13.10
自引率
3.30%
发文量
172
审稿时长
>12 weeks
期刊介绍: Alzheimer's Research & Therapy is an international peer-reviewed journal that focuses on translational research into Alzheimer's disease and other neurodegenerative diseases. It publishes open-access basic research, clinical trials, drug discovery and development studies, and epidemiologic studies. The journal also includes reviews, viewpoints, commentaries, debates, and reports. All articles published in Alzheimer's Research & Therapy are included in several reputable databases such as CAS, Current contents, DOAJ, Embase, Journal Citation Reports/Science Edition, MEDLINE, PubMed, PubMed Central, Science Citation Index Expanded (Web of Science) and Scopus.
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