Yong Wang , Qianqian Yang , Yanchao Lu , Lei Jiang , Rui Zhang , Siyu Jiang , Yuxuan Xu , Shunjiang Xu , Zuojun Geng
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The Venn diagram was employed to determine the intersecting genes. These genes were considered potential therapeutic targets of AS-IV in DE and were annotated using bioinformatics techniques. Subsequently, a protein-protein interaction (PPI) network was constructed utilizing Cytoscape software to identify the core targets of action. Additionally, molecular docking was conducted to validate the binding affinity of AS-IV to the main targets. Finally, we validated the predictive outcomes of network pharmacology in a DE rat model induced by intraperitoneal injection of streptozotocin (STZ).</div></div><div><h3>Results</h3><div>Through the application of network pharmacology and bioinformatics analyses, we discovered the top two hub targets (EGFR and JAK2). Subsequent molecular docking analysis showed that AS-IV was precisely located within the binding sites of both EGFR and JAK2, with binding energies of −8.18 kJ/mol and −10.94 kJ/mol, respectively. Behavioral experiments demonstrated that the treated rats showed improvements in cognitive impairment. Following AS-IV treatment, there was a significant reduction in amyloid-β (Aβ) plaques deposition and neurofibrillary tangles in the hippocampal tissue of DE rats. Furthermore, TUNEL staining and Western blot analyses demonstrated that AS-IV suppressed neuronal apoptosis and inhibited the activation of the EGFR/JAK2/STAT3 signaling pathway.</div></div><div><h3>Conclusion</h3><div>These results demonstrated that the AS-IV has the potential to improve cognitive impairment in DE rats by mitigating neuronal apoptosis through the EGFR/JAK2/STAT3 signaling pathway, which provides important implications for the treatment of DE.</div></div>","PeriodicalId":8779,"journal":{"name":"Biochemical and biophysical research communications","volume":"763 ","pages":"Article 151778"},"PeriodicalIF":2.5000,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Network pharmacology and experimental verification to explore the molecular mechanisms of Astragaloside IV against diabetic encephalopathy\",\"authors\":\"Yong Wang , Qianqian Yang , Yanchao Lu , Lei Jiang , Rui Zhang , Siyu Jiang , Yuxuan Xu , Shunjiang Xu , Zuojun Geng\",\"doi\":\"10.1016/j.bbrc.2025.151778\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Purpose</h3><div>Diabetic encephalopathy (DE) is a neurological complication caused by diabetes mellitus, and its underlying mechanism has not been fully clarified. Astragaloside IV (AS-IV) has been demonstrated to have treatment effects on multiple neurologic diseases. The objective of this research is to explore the role and underlying mechanism of AS-IV in the treatment of DE, utilizing the methods of network pharmacology and experimental validation.</div></div><div><h3>Methods</h3><div>Multiple public databases were used to search for the targets of AS-IV. Gene Expression Omnibus (GEO) dataset (GSE16135) was analyzed to identify differentially expressed genes (DEGs) in DE. The Venn diagram was employed to determine the intersecting genes. These genes were considered potential therapeutic targets of AS-IV in DE and were annotated using bioinformatics techniques. Subsequently, a protein-protein interaction (PPI) network was constructed utilizing Cytoscape software to identify the core targets of action. Additionally, molecular docking was conducted to validate the binding affinity of AS-IV to the main targets. 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引用次数: 0
摘要
目的糖尿病性脑病(diabetic enceopathy, DE)是一种由糖尿病引起的神经系统并发症,其发病机制尚未完全明确。黄芪甲苷(AS-IV)已被证明对多种神经系统疾病有治疗作用。本研究旨在利用网络药理学和实验验证的方法,探讨AS-IV在DE治疗中的作用及其机制。方法利用多个公共数据库对AS-IV靶点进行检索。分析GEO数据集(GSE16135),鉴定DE中的差异表达基因(deg),并利用维恩图确定交叉基因。这些基因被认为是DE中AS-IV的潜在治疗靶点,并使用生物信息学技术进行了注释。随后,利用Cytoscape软件构建蛋白-蛋白相互作用(PPI)网络,确定核心作用靶点。此外,通过分子对接验证AS-IV与主要靶点的结合亲和力。最后,我们在腹腔注射链脲佐菌素(STZ)诱导的DE大鼠模型中验证了网络药理学的预测结果。结果通过网络药理学和生物信息学分析,我们发现了前两个枢纽靶点(EGFR和JAK2)。随后的分子对接分析表明,AS-IV精确定位在EGFR和JAK2的结合位点内,结合能分别为−8.18 kJ/mol和−10.94 kJ/mol。行为实验表明,接受治疗的大鼠在认知障碍方面有所改善。AS-IV治疗后,DE大鼠海马组织中淀粉样蛋白-β (a β)斑块沉积和神经原纤维缠结明显减少。此外,TUNEL染色和Western blot分析表明,AS-IV抑制神经元凋亡,抑制EGFR/JAK2/STAT3信号通路的激活。结论AS-IV可能通过EGFR/JAK2/STAT3信号通路减轻神经元凋亡,从而改善DE大鼠的认知功能障碍,为DE的治疗提供重要启示。
Network pharmacology and experimental verification to explore the molecular mechanisms of Astragaloside IV against diabetic encephalopathy
Purpose
Diabetic encephalopathy (DE) is a neurological complication caused by diabetes mellitus, and its underlying mechanism has not been fully clarified. Astragaloside IV (AS-IV) has been demonstrated to have treatment effects on multiple neurologic diseases. The objective of this research is to explore the role and underlying mechanism of AS-IV in the treatment of DE, utilizing the methods of network pharmacology and experimental validation.
Methods
Multiple public databases were used to search for the targets of AS-IV. Gene Expression Omnibus (GEO) dataset (GSE16135) was analyzed to identify differentially expressed genes (DEGs) in DE. The Venn diagram was employed to determine the intersecting genes. These genes were considered potential therapeutic targets of AS-IV in DE and were annotated using bioinformatics techniques. Subsequently, a protein-protein interaction (PPI) network was constructed utilizing Cytoscape software to identify the core targets of action. Additionally, molecular docking was conducted to validate the binding affinity of AS-IV to the main targets. Finally, we validated the predictive outcomes of network pharmacology in a DE rat model induced by intraperitoneal injection of streptozotocin (STZ).
Results
Through the application of network pharmacology and bioinformatics analyses, we discovered the top two hub targets (EGFR and JAK2). Subsequent molecular docking analysis showed that AS-IV was precisely located within the binding sites of both EGFR and JAK2, with binding energies of −8.18 kJ/mol and −10.94 kJ/mol, respectively. Behavioral experiments demonstrated that the treated rats showed improvements in cognitive impairment. Following AS-IV treatment, there was a significant reduction in amyloid-β (Aβ) plaques deposition and neurofibrillary tangles in the hippocampal tissue of DE rats. Furthermore, TUNEL staining and Western blot analyses demonstrated that AS-IV suppressed neuronal apoptosis and inhibited the activation of the EGFR/JAK2/STAT3 signaling pathway.
Conclusion
These results demonstrated that the AS-IV has the potential to improve cognitive impairment in DE rats by mitigating neuronal apoptosis through the EGFR/JAK2/STAT3 signaling pathway, which provides important implications for the treatment of DE.
期刊介绍:
Biochemical and Biophysical Research Communications is the premier international journal devoted to the very rapid dissemination of timely and significant experimental results in diverse fields of biological research. The development of the "Breakthroughs and Views" section brings the minireview format to the journal, and issues often contain collections of special interest manuscripts. BBRC is published weekly (52 issues/year).Research Areas now include: Biochemistry; biophysics; cell biology; developmental biology; immunology
; molecular biology; neurobiology; plant biology and proteomics