通过网络药理学、分子对接和体外实验验证研究Alpinia officinarum Hance改善胰岛素抵抗的机制

Mingyan Zhou, Xiuxia Lian, Xuguang Zhang, Jian Xu, Junqing Zhang
{"title":"通过网络药理学、分子对接和体外实验验证研究Alpinia officinarum Hance改善胰岛素抵抗的机制","authors":"Mingyan Zhou, Xiuxia Lian, Xuguang Zhang, Jian Xu, Junqing Zhang","doi":"10.2174/0115734099325919241025023026","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Research has elucidated that the pathophysiological underpinnings of non-alcoholic fatty liver disease and type 2 diabetes mellitus are intrinsically linked to insulin resistance (IR). However, there are currently no pharmacotherapies specifically approved for combating IR. Although Alpinia officinarum Hance (A. officinarum) can ameliorate diabetes, the detailed molecular mechanism through which it influences IR has not been fully clarified.</p><p><strong>Aims: </strong>To predict the active components of A. officinarum and determine the mechanism by which A. officinarum affects IR.</p><p><strong>Methods: </strong>The active compounds and molecular mechanism underlying the improvement of IR by A. officinarum were predicted via network pharmacology and molecular docking. To further substantiate these predictions, an in vitro model of IR was induced in HepG2 cells using high glucose concentrations. Cytotoxicity and oxidative stress levels were evaluated using Cell Counting Kit-8, reactive oxygen species (ROS), malondialdehyde (MDA), and superoxide dismutase (SOD) assay kits. The putative molecular mechanisms were corroborated through Western blot and RT-PCR analyses.</p><p><strong>Results: </strong>Fourteen principal active components in A. officinarum, 133 potential anti-IR gene targets, and the top five targets with degree values were ALB, AKT1, TNF, IL6, and VEGFA. A. officinarum was posited to exert its pharmacological effects on IR through mechanisms involving lipid and atherosclerosis, the AGE-RAGE signaling pathway in diabetic complications, the PI3K-AKT signaling pathway, fluid shear stress, and atherosclerosis. Intriguingly, network pharmacology analysis highlighted (4E)-7-(4-hydroxy-3-methoxyphenyl)-1-phenylhept-4-en-3- one (A14) as the most active compound. Molecular docking studies further confirmed that A14 has a strong binding affinity for the main targets of PI3K, AKT, and Nrf2. The experiments demonstrated that A14 significantly diminished the ROS and MDA levels while augmenting the SOD activity. Moreover, A14 was found to elevate the protein expression of PI3K, AKT, Nrf2, and HO-1, and increase the mRNA levels of these targets as well as NQO1.</p><p><strong>Conclusion: </strong>A. officinarum could play a therapeutic role in IR through multiple components, targets, and pathways. The most active component of A. officinarum responsible for combating IR is A14, which has the ability to regulate oxidative stress in IR-HepG2 cells by activating the PI3K/AKT/Nrf2 pathway. These findings suggest a potential pharmacological intervention strategy for the treatment of IR.</p>","PeriodicalId":93961,"journal":{"name":"Current computer-aided drug design","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Study on the Mechanism of Alpinia officinarum Hance in the Improvement of Insulin Resistance through Network Pharmacology, Molecular Docking and in vitro Experimental Verification.\",\"authors\":\"Mingyan Zhou, Xiuxia Lian, Xuguang Zhang, Jian Xu, Junqing Zhang\",\"doi\":\"10.2174/0115734099325919241025023026\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Research has elucidated that the pathophysiological underpinnings of non-alcoholic fatty liver disease and type 2 diabetes mellitus are intrinsically linked to insulin resistance (IR). However, there are currently no pharmacotherapies specifically approved for combating IR. Although Alpinia officinarum Hance (A. officinarum) can ameliorate diabetes, the detailed molecular mechanism through which it influences IR has not been fully clarified.</p><p><strong>Aims: </strong>To predict the active components of A. officinarum and determine the mechanism by which A. officinarum affects IR.</p><p><strong>Methods: </strong>The active compounds and molecular mechanism underlying the improvement of IR by A. officinarum were predicted via network pharmacology and molecular docking. To further substantiate these predictions, an in vitro model of IR was induced in HepG2 cells using high glucose concentrations. Cytotoxicity and oxidative stress levels were evaluated using Cell Counting Kit-8, reactive oxygen species (ROS), malondialdehyde (MDA), and superoxide dismutase (SOD) assay kits. The putative molecular mechanisms were corroborated through Western blot and RT-PCR analyses.</p><p><strong>Results: </strong>Fourteen principal active components in A. officinarum, 133 potential anti-IR gene targets, and the top five targets with degree values were ALB, AKT1, TNF, IL6, and VEGFA. A. officinarum was posited to exert its pharmacological effects on IR through mechanisms involving lipid and atherosclerosis, the AGE-RAGE signaling pathway in diabetic complications, the PI3K-AKT signaling pathway, fluid shear stress, and atherosclerosis. Intriguingly, network pharmacology analysis highlighted (4E)-7-(4-hydroxy-3-methoxyphenyl)-1-phenylhept-4-en-3- one (A14) as the most active compound. Molecular docking studies further confirmed that A14 has a strong binding affinity for the main targets of PI3K, AKT, and Nrf2. The experiments demonstrated that A14 significantly diminished the ROS and MDA levels while augmenting the SOD activity. Moreover, A14 was found to elevate the protein expression of PI3K, AKT, Nrf2, and HO-1, and increase the mRNA levels of these targets as well as NQO1.</p><p><strong>Conclusion: </strong>A. officinarum could play a therapeutic role in IR through multiple components, targets, and pathways. The most active component of A. officinarum responsible for combating IR is A14, which has the ability to regulate oxidative stress in IR-HepG2 cells by activating the PI3K/AKT/Nrf2 pathway. These findings suggest a potential pharmacological intervention strategy for the treatment of IR.</p>\",\"PeriodicalId\":93961,\"journal\":{\"name\":\"Current computer-aided drug design\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current computer-aided drug design\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2174/0115734099325919241025023026\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current computer-aided drug design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2174/0115734099325919241025023026","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景:研究表明,非酒精性脂肪肝和 2 型糖尿病的病理生理基础与胰岛素抵抗(IR)有着内在联系。然而,目前还没有专门针对胰岛素抵抗的药物疗法获得批准。尽管Alpinia officinarum Hance(A. officinarum)可改善糖尿病,但其影响IR的详细分子机制尚未完全阐明。目的:预测A. officinarum的活性成分,并确定A. officinarum影响IR的机制:方法:通过网络药理学和分子对接预测了A. officinarum改善IR的活性化合物和分子机制。为了进一步证实这些预测,使用高浓度葡萄糖在 HepG2 细胞中诱导红外体外模型。使用细胞计数试剂盒-8、活性氧(ROS)、丙二醛(MDA)和超氧化物歧化酶(SOD)检测试剂盒对细胞毒性和氧化应激水平进行了评估。通过 Western 印迹和 RT-PCR 分析证实了推测的分子机制:结果:A. officinarum 中有 14 个主要活性成分,133 个潜在的抗 IR 基因靶点,其中靶点度值最高的五个靶点分别是 ALB、AKT1、TNF、IL6 和 VEGFA。推测欧当归通过脂质和动脉粥样硬化、糖尿病并发症中的 AGE-RAGE 信号通路、PI3K-AKT 信号通路、流体剪切应力和动脉粥样硬化等机制对 IR 发挥药理作用。耐人寻味的是,网络药理学分析强调 (4E)-7-(4- 羟基-3-甲氧基苯基)-1-苯基庚-4-烯-3-1(A14)是最有活性的化合物。分子对接研究进一步证实,A14 与 PI3K、AKT 和 Nrf2 的主要靶标有很强的结合亲和力。实验证明,A14 能显著降低 ROS 和 MDA 水平,同时提高 SOD 活性。此外,还发现 A14 能提高 PI3K、AKT、Nrf2 和 HO-1 的蛋白表达,并能提高这些靶标以及 NQO1 的 mRNA 水平:结论:A. officinarum可通过多种成分、靶点和途径对IR起到治疗作用。A.officinarum中对抗IR最有效的成分是A14,它能够通过激活PI3K/AKT/Nrf2途径来调节IR-HepG2细胞中的氧化应激。这些发现为治疗红外热提供了一种潜在的药物干预策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Study on the Mechanism of Alpinia officinarum Hance in the Improvement of Insulin Resistance through Network Pharmacology, Molecular Docking and in vitro Experimental Verification.

Background: Research has elucidated that the pathophysiological underpinnings of non-alcoholic fatty liver disease and type 2 diabetes mellitus are intrinsically linked to insulin resistance (IR). However, there are currently no pharmacotherapies specifically approved for combating IR. Although Alpinia officinarum Hance (A. officinarum) can ameliorate diabetes, the detailed molecular mechanism through which it influences IR has not been fully clarified.

Aims: To predict the active components of A. officinarum and determine the mechanism by which A. officinarum affects IR.

Methods: The active compounds and molecular mechanism underlying the improvement of IR by A. officinarum were predicted via network pharmacology and molecular docking. To further substantiate these predictions, an in vitro model of IR was induced in HepG2 cells using high glucose concentrations. Cytotoxicity and oxidative stress levels were evaluated using Cell Counting Kit-8, reactive oxygen species (ROS), malondialdehyde (MDA), and superoxide dismutase (SOD) assay kits. The putative molecular mechanisms were corroborated through Western blot and RT-PCR analyses.

Results: Fourteen principal active components in A. officinarum, 133 potential anti-IR gene targets, and the top five targets with degree values were ALB, AKT1, TNF, IL6, and VEGFA. A. officinarum was posited to exert its pharmacological effects on IR through mechanisms involving lipid and atherosclerosis, the AGE-RAGE signaling pathway in diabetic complications, the PI3K-AKT signaling pathway, fluid shear stress, and atherosclerosis. Intriguingly, network pharmacology analysis highlighted (4E)-7-(4-hydroxy-3-methoxyphenyl)-1-phenylhept-4-en-3- one (A14) as the most active compound. Molecular docking studies further confirmed that A14 has a strong binding affinity for the main targets of PI3K, AKT, and Nrf2. The experiments demonstrated that A14 significantly diminished the ROS and MDA levels while augmenting the SOD activity. Moreover, A14 was found to elevate the protein expression of PI3K, AKT, Nrf2, and HO-1, and increase the mRNA levels of these targets as well as NQO1.

Conclusion: A. officinarum could play a therapeutic role in IR through multiple components, targets, and pathways. The most active component of A. officinarum responsible for combating IR is A14, which has the ability to regulate oxidative stress in IR-HepG2 cells by activating the PI3K/AKT/Nrf2 pathway. These findings suggest a potential pharmacological intervention strategy for the treatment of IR.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Study on the Mechanism of Alpinia officinarum Hance in the Improvement of Insulin Resistance through Network Pharmacology, Molecular Docking and in vitro Experimental Verification. Synthesis, Biological Evaluation, Molecular Docking Studies and ADMET Prediction of Oxindole-Based Hybrids for the Treatment of Tuberculosis. Identifying Novel Inhibitors for Dengue NS2B-NS3 Protease by Combining Topological similarity, Molecular Dynamics, MMGBSA and SiteMap Analysis. Discovery of Two GSK3β Inhibitors from Sophora flavescens Ait. using Structure-based Virtual Screening and Bioactivity Evaluation. Berberine Ameliorates High-fat-induced Insulin Resistance in HepG2 Cells by Modulating PPARs Signaling Pathway.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1