{"title":"揭示坦克酶I抑制剂治疗2型糖尿病的潜力:利用网络药理学、二维结构相似性、分子对接、MD模拟和体外研究的混合方法","authors":"Ruchi Yadav , Krishnaprasad Baby , Yogendra Nayak , Dhaval Patel , Kasinath Viswanathan , Krishnarup Ghoshdastidar , Ankit Patel , Bhumika Patel","doi":"10.1016/j.lfs.2025.123548","DOIUrl":null,"url":null,"abstract":"<div><h3>Aims</h3><div>This study explores the association between the Wnt signaling pathway and T2DM, emphasizing the role of Tankyrase1 (TNKS1) in metabolic regulation. Using network pharmacology and computational approaches, it aims to identify potential FDA-approved drugs for repurposing as Wnt inhibitors to improve insulin sensitivity and reduce fat accumulation.</div></div><div><h3>Materials and methods</h3><div>Network pharmacology analysis was performed to explore the association between the Wnt pathway and T2DM, identifying Catenin Beta 1 (CTNBB1) as a key hub gene involved in disease progression. A 2D structural similarity search was conducted using reference tankyrase inhibitors (E7449 and XAV939). Potential drug candidates were subjected to molecular docking and 100 ns molecular dynamics (MD) simulations with the Tankyrase I (PDB ID: <span><span>4W6E</span><svg><path></path></svg></span>) protein. The shortlisted compounds were further evaluated for Wnt inhibitory activity using the TCF/LEF reporter assay, while their anti-diabetic potential was assessed through a glucose uptake assay in L6 myoblast cells.</div></div><div><h3>Key findings</h3><div>Niclosamide, Capmatinib, Esomeprazole, and Fenofibrate were identified as promising candidates with strong binding affinities and stable interactions with key amino acids (Gly1185, Ser1221, Tyr1224, Asp1198, Tyr1213, and His1201). Experimental validation through <em>in-vitro</em> Wnt inhibition and glucose uptake assays confirmed that drugs Fenofibrate and Conivaptan exhibited significant Wnt inhibitory activity, suggesting their potential role in modulating T2DM-related pathways.</div></div><div><h3>Significance</h3><div>This study highlights the role of the Wnt signaling pathway in T2DM pathogenesis and identifies potential drug candidates for repurposing as Tankyrase1/Wnt inhibitors. The findings provide a foundation for further <em>in-vivo</em> investigations into the anti-diabetic potential of the identified drugs, paving the way for novel therapeutic strategies in T2DM management.</div></div>","PeriodicalId":18122,"journal":{"name":"Life sciences","volume":"369 ","pages":"Article 123548"},"PeriodicalIF":5.1000,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unveiling the potential of tankyrase I inhibitors for the treatment of type 2 diabetes mellitus: A hybrid approach using network pharmacology, 2D structural similarity, molecular docking, MD simulation and in-vitro studies\",\"authors\":\"Ruchi Yadav , Krishnaprasad Baby , Yogendra Nayak , Dhaval Patel , Kasinath Viswanathan , Krishnarup Ghoshdastidar , Ankit Patel , Bhumika Patel\",\"doi\":\"10.1016/j.lfs.2025.123548\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Aims</h3><div>This study explores the association between the Wnt signaling pathway and T2DM, emphasizing the role of Tankyrase1 (TNKS1) in metabolic regulation. Using network pharmacology and computational approaches, it aims to identify potential FDA-approved drugs for repurposing as Wnt inhibitors to improve insulin sensitivity and reduce fat accumulation.</div></div><div><h3>Materials and methods</h3><div>Network pharmacology analysis was performed to explore the association between the Wnt pathway and T2DM, identifying Catenin Beta 1 (CTNBB1) as a key hub gene involved in disease progression. A 2D structural similarity search was conducted using reference tankyrase inhibitors (E7449 and XAV939). Potential drug candidates were subjected to molecular docking and 100 ns molecular dynamics (MD) simulations with the Tankyrase I (PDB ID: <span><span>4W6E</span><svg><path></path></svg></span>) protein. The shortlisted compounds were further evaluated for Wnt inhibitory activity using the TCF/LEF reporter assay, while their anti-diabetic potential was assessed through a glucose uptake assay in L6 myoblast cells.</div></div><div><h3>Key findings</h3><div>Niclosamide, Capmatinib, Esomeprazole, and Fenofibrate were identified as promising candidates with strong binding affinities and stable interactions with key amino acids (Gly1185, Ser1221, Tyr1224, Asp1198, Tyr1213, and His1201). Experimental validation through <em>in-vitro</em> Wnt inhibition and glucose uptake assays confirmed that drugs Fenofibrate and Conivaptan exhibited significant Wnt inhibitory activity, suggesting their potential role in modulating T2DM-related pathways.</div></div><div><h3>Significance</h3><div>This study highlights the role of the Wnt signaling pathway in T2DM pathogenesis and identifies potential drug candidates for repurposing as Tankyrase1/Wnt inhibitors. The findings provide a foundation for further <em>in-vivo</em> investigations into the anti-diabetic potential of the identified drugs, paving the way for novel therapeutic strategies in T2DM management.</div></div>\",\"PeriodicalId\":18122,\"journal\":{\"name\":\"Life sciences\",\"volume\":\"369 \",\"pages\":\"Article 123548\"},\"PeriodicalIF\":5.1000,\"publicationDate\":\"2025-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Life sciences\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0024320525001821\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/3/7 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Life sciences","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0024320525001821","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/3/7 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0
摘要
目的:本研究探讨Wnt信号通路与T2DM的关系,强调Tankyrase1 (TNKS1)在代谢调节中的作用。利用网络药理学和计算方法,该研究旨在确定fda批准的潜在Wnt抑制剂,以改善胰岛素敏感性和减少脂肪积累。材料和方法:通过网络药理学分析探讨Wnt通路与T2DM的关系,发现Catenin β 1 (CTNBB1)是参与疾病进展的关键枢纽基因。使用参考tankyrase抑制剂(E7449和XAV939)进行二维结构相似性搜索。潜在候选药物与Tankyrase I (PDB ID: 4W6E)蛋白进行分子对接和100 ns分子动力学(MD)模拟。候选化合物通过TCF/LEF报告试验进一步评估Wnt抑制活性,同时通过L6成肌细胞葡萄糖摄取试验评估其抗糖尿病潜力。主要发现:奈洛沙胺、卡马替尼、埃索美拉唑和非诺贝特被认为是有希望的候选药物,它们与关键氨基酸(Gly1185、Ser1221、Tyr1224、Asp1198、Tyr1213和His1201)具有很强的结合亲和力和稳定的相互作用。通过体外Wnt抑制和葡萄糖摄取试验的实验验证证实,非诺贝特和康尼伐坦表现出显著的Wnt抑制活性,表明它们在调节t2dm相关通路中具有潜在作用。意义:本研究强调了Wnt信号通路在T2DM发病机制中的作用,并确定了作为Tankyrase1/Wnt抑制剂的潜在候选药物。该研究结果为进一步研究已确定药物的抗糖尿病潜力奠定了基础,为T2DM管理的新治疗策略铺平了道路。
Unveiling the potential of tankyrase I inhibitors for the treatment of type 2 diabetes mellitus: A hybrid approach using network pharmacology, 2D structural similarity, molecular docking, MD simulation and in-vitro studies
Aims
This study explores the association between the Wnt signaling pathway and T2DM, emphasizing the role of Tankyrase1 (TNKS1) in metabolic regulation. Using network pharmacology and computational approaches, it aims to identify potential FDA-approved drugs for repurposing as Wnt inhibitors to improve insulin sensitivity and reduce fat accumulation.
Materials and methods
Network pharmacology analysis was performed to explore the association between the Wnt pathway and T2DM, identifying Catenin Beta 1 (CTNBB1) as a key hub gene involved in disease progression. A 2D structural similarity search was conducted using reference tankyrase inhibitors (E7449 and XAV939). Potential drug candidates were subjected to molecular docking and 100 ns molecular dynamics (MD) simulations with the Tankyrase I (PDB ID: 4W6E) protein. The shortlisted compounds were further evaluated for Wnt inhibitory activity using the TCF/LEF reporter assay, while their anti-diabetic potential was assessed through a glucose uptake assay in L6 myoblast cells.
Key findings
Niclosamide, Capmatinib, Esomeprazole, and Fenofibrate were identified as promising candidates with strong binding affinities and stable interactions with key amino acids (Gly1185, Ser1221, Tyr1224, Asp1198, Tyr1213, and His1201). Experimental validation through in-vitro Wnt inhibition and glucose uptake assays confirmed that drugs Fenofibrate and Conivaptan exhibited significant Wnt inhibitory activity, suggesting their potential role in modulating T2DM-related pathways.
Significance
This study highlights the role of the Wnt signaling pathway in T2DM pathogenesis and identifies potential drug candidates for repurposing as Tankyrase1/Wnt inhibitors. The findings provide a foundation for further in-vivo investigations into the anti-diabetic potential of the identified drugs, paving the way for novel therapeutic strategies in T2DM management.
期刊介绍:
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