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通过药物再利用探索肺癌中的 PDK3 抑制作用,以寻找潜在的治疗干预措施。

Exploring PDK3 inhibition in lung cancer through drug repurposing for potential therapeutic interventions.

机构信息

Department of Biosciences, Faculty of Life Sciences, Jamia Millia Islamia, Jamia Nagar, New Delhi, 110025, India.

Department of Biotechnology, Faculty of Life Sciences, Jamia Millia Islamia, Jamia Nagar, New Delhi, 110025, India.

出版信息

Sci Rep. 2024 Nov 29;14(1):29672. doi: 10.1038/s41598-024-78022-0.

Abstract

The pyruvate dehydrogenase kinase-3 (PDK3) plays an important role in the regulation of a variety of cancers, including lung, by inhibiting the pyruvate dehydrogenase complex (PDC), shifting energy production towards glycolysis necessary for cancer metabolism. In this study, we aimed to identify potential PDK3 inhibitors using a computer-based drug design approach. Virtual screening of the FDA-approved library of 3839 compounds was carried out, from which Bagrosin and Dehydrocholic acid appeared best due to their strong binding affinity, specific interactions, and potential biological characteristics, and thus were selected for further investigations. Both compounds show strong interactions with functionally important residues of the PDK3 with a binding affinity of - 10.6 and - 10.5 kcal/mol for Bagrosin and Dehydrocholic acid, respectively. MD simulation studies for 100 ns suggest the formation of stable complexes, which is evident from RMSD, RMSF, Rg, and SASA parameters. The PCA and FEL analysis suggested admirable global energy minima for the bagrosin-PDK3 and dehydrocholic acid-PDK3 complexes. Finally, we identified FDA-approved drugs, Bagrosin and Dehydrocholic acid, that offer valuable resources and potential therapeutic molecules for targeting lung cancer. Further clinical investigations are required to validate the clinical utility of selected molecules.

摘要

丙酮酸脱氢酶激酶-3(PDK3)通过抑制丙酮酸脱氢酶复合物(PDC),将能量产生转向癌症代谢所需的糖酵解,从而在多种癌症(包括肺癌)的调控中发挥重要作用。在本研究中,我们旨在使用基于计算机的药物设计方法来鉴定潜在的 PDK3 抑制剂。对来自 FDA 批准的 3839 种化合物库进行了虚拟筛选,其中 Bagrosin 和去氢胆酸由于其强结合亲和力、特异性相互作用和潜在的生物学特性而表现最佳,因此被选择进行进一步研究。这两种化合物都与 PDK3 的功能重要残基表现出强烈的相互作用,Bagrosin 和去氢胆酸的结合亲和力分别为-10.6 和-10.5 kcal/mol。100 ns 的 MD 模拟研究表明形成了稳定的复合物,从 RMSD、RMSF、Rg 和 SASA 参数可以明显看出。PCA 和 FEL 分析表明,Bagrosin-PDK3 和去氢胆酸-PDK3 复合物具有令人钦佩的全局能量最小值。最后,我们确定了 FDA 批准的药物 Bagrosin 和 Dehydrocholic acid,它们为肺癌的靶向治疗提供了有价值的资源和潜在的治疗分子。需要进一步的临床研究来验证所选分子的临床应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/435d/11607412/4b371df5ef16/41598_2024_78022_Fig1_HTML.jpg

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