Integrated network pharmacology, metabolomics, and microbiome studies to reveal the therapeutic effects of Anacyclus pyrethrum in PD–MCI mice

IF 6.7 1区 医学 Q1 CHEMISTRY, MEDICINAL
Tayier Tuersong , Qin Fen Wu , Yan Chen , Pei Shan Li , Yu Xuan Yong , Munire Shataer , Samire Shataer , Liang Ying Ma , Xin Ling Yang
{"title":"Integrated network pharmacology, metabolomics, and microbiome studies to reveal the therapeutic effects of Anacyclus pyrethrum in PD–MCI mice","authors":"Tayier Tuersong ,&nbsp;Qin Fen Wu ,&nbsp;Yan Chen ,&nbsp;Pei Shan Li ,&nbsp;Yu Xuan Yong ,&nbsp;Munire Shataer ,&nbsp;Samire Shataer ,&nbsp;Liang Ying Ma ,&nbsp;Xin Ling Yang","doi":"10.1016/j.phymed.2025.156729","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div><em>Anacyclus pyrethrum</em> (l.) DC has potential value in treating Parkinson's disease (PD)–mild cognitive impairment (MCI), manifesting as impaired memory, attention, executive function, and language. However, the specific targets and modes of action of <em>A. pyrethrum</em> remain unclear.</div></div><div><h3>Purpose</h3><div>The aim of this study was to identify the active components of <em>A. pyrethrum</em> and examine their effectiveness in treating a mouse model of PD–MCI.</div></div><div><h3>Methods</h3><div>We generated ethanol extracts of <em>A. pyrethrum</em> root (EEAP) and identified its active components and related targets using UHPLC-MS/MS and network pharmacology.The PD–MCI model was induced via intraperitoneal administration of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine(MPTP). After following continuous administration of EEAP,Altered learning or memory, as well as anxiety, were tested using the morris water maze, eight-arm radial arm maze (RAM), and open-field test,elevated plus-maze. Brain histopathology and ultrastructural changes were examined using brightfield microscopy, and electron microscopy, respectively. Furthermore, protein expression was assessed using western blotting.Stool samples were used for metabolomics analysis by UHPLC-MS/MS and for 16S rDNA sequencing to determine the compositional changes of the gut microbiota.We conducted a short-chain fatty acid targeted metabolomics experiment to study their role in the gut-brain axis in PD-MCI.</div></div><div><h3>Results</h3><div>Using UPLC-MS-MS, 126 compounds were identified from <em>A. pyrethrum</em> samples.After searching the databases and literature reports, 31 active components and 544 drug–disease targets were screened. Biological processes and molecular functions, such as energy channels, cell signaling, and metabolism, were discovered through GO analysis. The water maze experiment showed that the average swimming distance and escape latency of mice in EEAP groups decreased. The eight-arm maze experiment showed that model had a much higher number of errors related to working memory than the control mice. In the open field experiment, compared with the control group, the mice in the EEAP group exhibited an increase in the average movement speed and total movement distance, along with a decrease in the residence time.In the elevated plus maze, the control had less anxiety than the Model. Donepezil/Levodopa(D/l) mitigated anxiety-like behavior, and EEAP (100–400 mg/kg) showed a dose-dependent increase in open-arm metrics, suggesting it may ease anxiety in mice.Hippocampal tissue of mice treated with different doses of EEAP showed intact cellular layers and the hematoxylin-eosin-stained cones were slightly better;cells were arranged neatly; their morphology was normal, and were distributed uniformly. Electron microscopy revealed that the nuclear membrane, chromatin, and nucleoli were clearly demarcated in the hippocampus of mice treated with different doses of EEAP, contrary to that in the model group.</div><div>In brain extracts of the EEAP group, lighter thinner bands for amyloid precursor protein (APP) and Aβ were observed compared to those in the model group. In model mice, APP and Aβ protein expression was higher than in the blank group, as shown by stronger bands. In EEAP-treated mice, the bands were weaker, indicating reduced expression. In the model group had lower Bcl-2 and higher Bax levels. EEAP treatment increased Bcl-2 and decreased Bax expression.Compared to the control group, the model showed substantially low glutathione peroxidase (GSH-Px),superoxide dismutase(SOD),catalase (CAT)activity (<em>p</em> &lt; 0.05),much higher (<em>p</em> &lt; 0.05) in the EEAP-H group than that in the model. EEAP intervention significantly modulated the fecal metabolic profile of PD-MCI mice. The abundance of steroid and lipid metabolites, including linoleylethanolamine, was markedly altered in the model group compared to the control group, with EEAP treatment reversing several of these abnormalities. PLS-DA and OPLS-DA revealed significant separation between groups (Q2= 0.542, <em>p</em> &lt; 0.01), confirming a dose-dependent effect. Random forest analysis identified 15 key metabolic markers, such as dose-dependent changes in <span>d</span>-glutamine and hydrocodone. Metabolic pathway analysis demonstrated significant enrichment in phenylalanine, tyrosine, tryptophan metabolism, and arginine biosynthesis pathways (<em>p</em> &lt; 0.05). The Support Vector Machine (SVM) model achieved an AUC approaching 1, indicating substantial differences in metabolite profiles. EEAP intervention significantly influenced the composition and functional profile of the intestinal microbiota. The Venn diagram illustrates that each group shared 342 operational taxonomic units (OTUs), with the EEAP 400 group exhibiting a distinct Bacteroidetes proportion. LEfSe analysis identified g_Prevotella as the characteristic bacterium in the control group, c_Epsilonproteobacteria in the model group, and g_Adlercreutzia in the EEAP 100 group. The Faith's Phylogenetic Diversity (PD) index was highest in the EEAP 100 group, and Non-metric Multidimensional Scaling (NMDS)/Principal Coordinates Analysis (PCoA) revealed significant differences in microbial community structure. Short-chain fatty acids (SCFAs) analysis indicated that acetic acid was the predominant metabolite, while EEAP dose-dependently regulated propionic acid and isovaleric acid levels (VIP &gt; 1, <em>p</em> &lt; 0.001). These findings demonstrate that EEAP exerts its regulatory effects by reshaping the structure and metabolic functions of the gut microbiota.</div></div><div><h3>Conclusion</h3><div>EEAP holds great promise as a potential therapeutic agent for PD-MCI, exerting its effects through multiple mechanisms, including regulating protein expression, modulating the fecal metabolic profile, and reshaping the gut microbiota and its metabolites.</div></div>","PeriodicalId":20212,"journal":{"name":"Phytomedicine","volume":"142 ","pages":"Article 156729"},"PeriodicalIF":6.7000,"publicationDate":"2025-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Phytomedicine","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0944711325003691","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MEDICINAL","Score":null,"Total":0}
引用次数: 0

Abstract

Background

Anacyclus pyrethrum (l.) DC has potential value in treating Parkinson's disease (PD)–mild cognitive impairment (MCI), manifesting as impaired memory, attention, executive function, and language. However, the specific targets and modes of action of A. pyrethrum remain unclear.

Purpose

The aim of this study was to identify the active components of A. pyrethrum and examine their effectiveness in treating a mouse model of PD–MCI.

Methods

We generated ethanol extracts of A. pyrethrum root (EEAP) and identified its active components and related targets using UHPLC-MS/MS and network pharmacology.The PD–MCI model was induced via intraperitoneal administration of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine(MPTP). After following continuous administration of EEAP,Altered learning or memory, as well as anxiety, were tested using the morris water maze, eight-arm radial arm maze (RAM), and open-field test,elevated plus-maze. Brain histopathology and ultrastructural changes were examined using brightfield microscopy, and electron microscopy, respectively. Furthermore, protein expression was assessed using western blotting.Stool samples were used for metabolomics analysis by UHPLC-MS/MS and for 16S rDNA sequencing to determine the compositional changes of the gut microbiota.We conducted a short-chain fatty acid targeted metabolomics experiment to study their role in the gut-brain axis in PD-MCI.

Results

Using UPLC-MS-MS, 126 compounds were identified from A. pyrethrum samples.After searching the databases and literature reports, 31 active components and 544 drug–disease targets were screened. Biological processes and molecular functions, such as energy channels, cell signaling, and metabolism, were discovered through GO analysis. The water maze experiment showed that the average swimming distance and escape latency of mice in EEAP groups decreased. The eight-arm maze experiment showed that model had a much higher number of errors related to working memory than the control mice. In the open field experiment, compared with the control group, the mice in the EEAP group exhibited an increase in the average movement speed and total movement distance, along with a decrease in the residence time.In the elevated plus maze, the control had less anxiety than the Model. Donepezil/Levodopa(D/l) mitigated anxiety-like behavior, and EEAP (100–400 mg/kg) showed a dose-dependent increase in open-arm metrics, suggesting it may ease anxiety in mice.Hippocampal tissue of mice treated with different doses of EEAP showed intact cellular layers and the hematoxylin-eosin-stained cones were slightly better;cells were arranged neatly; their morphology was normal, and were distributed uniformly. Electron microscopy revealed that the nuclear membrane, chromatin, and nucleoli were clearly demarcated in the hippocampus of mice treated with different doses of EEAP, contrary to that in the model group.
In brain extracts of the EEAP group, lighter thinner bands for amyloid precursor protein (APP) and Aβ were observed compared to those in the model group. In model mice, APP and Aβ protein expression was higher than in the blank group, as shown by stronger bands. In EEAP-treated mice, the bands were weaker, indicating reduced expression. In the model group had lower Bcl-2 and higher Bax levels. EEAP treatment increased Bcl-2 and decreased Bax expression.Compared to the control group, the model showed substantially low glutathione peroxidase (GSH-Px),superoxide dismutase(SOD),catalase (CAT)activity (p < 0.05),much higher (p < 0.05) in the EEAP-H group than that in the model. EEAP intervention significantly modulated the fecal metabolic profile of PD-MCI mice. The abundance of steroid and lipid metabolites, including linoleylethanolamine, was markedly altered in the model group compared to the control group, with EEAP treatment reversing several of these abnormalities. PLS-DA and OPLS-DA revealed significant separation between groups (Q2= 0.542, p < 0.01), confirming a dose-dependent effect. Random forest analysis identified 15 key metabolic markers, such as dose-dependent changes in d-glutamine and hydrocodone. Metabolic pathway analysis demonstrated significant enrichment in phenylalanine, tyrosine, tryptophan metabolism, and arginine biosynthesis pathways (p < 0.05). The Support Vector Machine (SVM) model achieved an AUC approaching 1, indicating substantial differences in metabolite profiles. EEAP intervention significantly influenced the composition and functional profile of the intestinal microbiota. The Venn diagram illustrates that each group shared 342 operational taxonomic units (OTUs), with the EEAP 400 group exhibiting a distinct Bacteroidetes proportion. LEfSe analysis identified g_Prevotella as the characteristic bacterium in the control group, c_Epsilonproteobacteria in the model group, and g_Adlercreutzia in the EEAP 100 group. The Faith's Phylogenetic Diversity (PD) index was highest in the EEAP 100 group, and Non-metric Multidimensional Scaling (NMDS)/Principal Coordinates Analysis (PCoA) revealed significant differences in microbial community structure. Short-chain fatty acids (SCFAs) analysis indicated that acetic acid was the predominant metabolite, while EEAP dose-dependently regulated propionic acid and isovaleric acid levels (VIP > 1, p < 0.001). These findings demonstrate that EEAP exerts its regulatory effects by reshaping the structure and metabolic functions of the gut microbiota.

Conclusion

EEAP holds great promise as a potential therapeutic agent for PD-MCI, exerting its effects through multiple mechanisms, including regulating protein expression, modulating the fecal metabolic profile, and reshaping the gut microbiota and its metabolites.

Abstract Image

综合网络药理学、代谢组学和微生物组学研究,揭示除虫菊无环菌对PD-MCI小鼠的治疗作用
背景除虫菊(Anacyclus pyrethrum (l.) DC)具有治疗帕金森病(PD)-轻度认知障碍(MCI)的潜在价值,表现为记忆力、注意力、执行功能和语言能力受损。目的本研究旨在确定除虫菊的活性成分,并研究其对帕金森病-轻度认知障碍(MCI)小鼠模型的治疗效果。通过腹腔注射 1-甲基-4-苯基-1,2,3,6-四氢吡啶(MPTP)诱导 PD-MCI 模型。连续给药EEAP后,使用莫里斯水迷宫、八臂径向臂迷宫(RAM)和高架加迷宫的开场试验测试了学习或记忆的改变以及焦虑。使用明视野显微镜和电子显微镜分别检查了脑组织病理学和超微结构的变化。结果利用UPLC-MS-MS从除虫菊样本中鉴定出126种化合物,在检索数据库和文献报道后,筛选出31种活性成分和544种药物疾病靶点。通过 GO 分析发现了能量通道、细胞信号传导和新陈代谢等生物过程和分子功能。水迷宫实验表明,EEAP组小鼠的平均游泳距离和逃逸潜伏期均有所下降。八臂迷宫实验表明,模型小鼠工作记忆相关的错误次数远高于对照组小鼠。在开阔地实验中,与对照组相比,EEAP组小鼠的平均移动速度和总移动距离增加,停留时间减少。多奈哌齐/左旋多巴(D/l)可减轻焦虑样行为,而EEAP(100-400 mg/kg)对小鼠开臂指标的增加呈剂量依赖性,这表明EEAP可缓解小鼠的焦虑。电镜观察发现,不同剂量的EEAP治疗组小鼠海马的核膜、染色质和核小体分界清晰,与模型组相反;EEAP组小鼠脑提取物中淀粉样前体蛋白(APP)和Aβ的条带比模型组更细。在模型小鼠中,APP和Aβ蛋白的表达高于空白组,表现为更强的条带。在EEAP处理的小鼠中,条带较弱,表明表达量减少。模型组的 Bcl-2 水平较低,Bax 水平较高。与对照组相比,模型组的谷胱甘肽过氧化物酶(GSH-Px)、超氧化物歧化酶(SOD)和过氧化氢酶(CAT)活性显著降低(p &lt; 0.05),而EEAP-H组的谷胱甘肽过氧化物酶(GSH-Px)、超氧化物歧化酶(SOD)和过氧化氢酶(CAT)活性远高于模型组(p &lt; 0.05)。EEAP干预明显改变了PD-MCI小鼠的粪便代谢谱。与对照组相比,模型组类固醇和脂质代谢物(包括亚油酰乙醇胺)的丰度发生了明显变化,EEAP治疗可逆转其中的一些异常。PLS-DA和OPLS-DA显示了组间的显著差异(Q2= 0.542,p &lt;0.01),证实了剂量依赖效应。随机森林分析确定了 15 个关键代谢标记,如 d-谷氨酰胺和氢可酮的剂量依赖性变化。代谢途径分析表明,苯丙氨酸、酪氨酸、色氨酸代谢和精氨酸生物合成途径显著富集(p &lt; 0.05)。支持向量机 (SVM) 模型的 AUC 接近 1,表明代谢物谱存在很大差异。EEAP 的干预对肠道微生物群的组成和功能特征产生了重大影响。维恩图显示,每组共享 342 个操作分类单元(OTU),EEAP 400 组显示出明显的类杆菌比例。LEfSe 分析表明,对照组的特征细菌为 g_Prevotella,模型组的特征细菌为 c_Epsilonproteobacteria,而 EEAP 100 组的特征细菌为 g_Adlercreutzia。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Phytomedicine
Phytomedicine 医学-药学
CiteScore
10.30
自引率
5.10%
发文量
670
审稿时长
91 days
期刊介绍: Phytomedicine is a therapy-oriented journal that publishes innovative studies on the efficacy, safety, quality, and mechanisms of action of specified plant extracts, phytopharmaceuticals, and their isolated constituents. This includes clinical, pharmacological, pharmacokinetic, and toxicological studies of herbal medicinal products, preparations, and purified compounds with defined and consistent quality, ensuring reproducible pharmacological activity. Founded in 1994, Phytomedicine aims to focus and stimulate research in this field and establish internationally accepted scientific standards for pharmacological studies, proof of clinical efficacy, and safety of phytomedicines.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信