{"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}
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.