Exploring the Potential of Natural Products as FoxO1 Inhibitors: an In Silico Approach.

IF 3 3区 医学 Q2 PHARMACOLOGY & PHARMACY Biomolecules & Therapeutics Pub Date : 2024-04-09 DOI:10.4062/biomolther.2023.156
Anugya Gupta, Rajesh Haldhar, Vipul Agarwal, Dharmendra Singh Rajput, Kyung-Soo Chun, Sang Beom Han, Vinit Raj, Sangkil Lee
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Abstract

FoxO1, a member of the Forkhead transcription factor family subgroup O (FoxO), is expressed in a range of cell types and is crucial for various pathophysiological processes, such as apoptosis and inflammation. While FoxO1's roles in multiple diseases have been recognized, the target has remained largely unexplored due to the absence of cost-effective and efficient inhibitors. Therefore, there is a need for natural FoxO1 inhibitors with minimal adverse effects. In this study, docking, MMGBSA, and ADMET analyses were performed to identify natural compounds that exhibit strong binding affinity to FoxO1. The top candidates were then subjected to molecular dynamics (MD) simulations. A natural product library was screened for interaction with FoxO1 (PDB ID- 3CO6) using the Glide module of the Schrödinger suite. In silico ADMET profiling was conducted using SwissADME and pkCSM web servers. Binding free energies of the selected compounds were assessed with the Prime-MMGBSA module, while the dynamics of the top hits were analyzed using the Desmond module of the Schrödinger suite. Several natural products demonstrated high docking scores with FoxO1, indicating their potential as FoxO1 inhibitors. Specifically, the docking scores of neochlorogenic acid and fraxin were both below -6.0. These compounds also exhibit favorable drug-like properties, and a 25 ns MD study revealed a stable interaction between fraxin and FoxO1. Our findings highlight the potential of various natural products, particularly fraxin, as effective FoxO1 inhibitors with strong binding affinity, dynamic stability, and suitable ADMET profiles.
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探索天然产品作为 FoxO1 抑制剂的潜力:一种硅学方法。
FoxO1 是叉头转录因子家族 O 亚群(FoxO)的成员,在多种细胞类型中表达,对细胞凋亡和炎症等各种病理生理过程至关重要。虽然人们已经认识到 FoxO1 在多种疾病中的作用,但由于缺乏具有成本效益的高效抑制剂,该靶点在很大程度上仍未得到开发。因此,人们需要不良反应最小的天然 FoxO1 抑制剂。本研究通过对接、MMGBSA 和 ADMET 分析来确定与 FoxO1 有强结合亲和力的天然化合物。然后对候选化合物进行分子动力学(MD)模拟。利用薛定谔套件的 Glide 模块筛选了与 FoxO1(PDB ID- 3CO6)相互作用的天然产物库。使用 SwissADME 和 pkCSM 网络服务器进行了硅学 ADMET 分析。使用 Prime-MMGBSA 模块评估了所选化合物的结合自由能,同时使用薛定谔套件的 Desmond 模块分析了热门化合物的动力学。一些天然产物与 FoxO1 的对接得分很高,表明它们有可能成为 FoxO1 抑制剂。具体来说,新绿原酸和fraxin的对接得分均低于-6.0。这些化合物还表现出良好的类药物特性,25 ns MD 研究显示,fraxin 与 FoxO1 之间存在稳定的相互作用。我们的研究结果凸显了各种天然产物,特别是 fraxin,作为有效的 FoxO1 抑制剂的潜力,它们具有很强的结合亲和力、动态稳定性和合适的 ADMET 特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.60
自引率
8.10%
发文量
72
审稿时长
6-12 weeks
期刊介绍: Biomolecules & Therapeutics (Biomolecules & Therapeutics) (Print ISSN 1976-9148, Online ISSN 2005-4483) is an international, peer-reviewed, open access journal that covers pharmacological and toxicological fields related to bioactive molecules and therapeutics. It was launched in 1993 as "The Journal of Applied Pharmacology (ISSN 1225-6110)", and renamed "Biomolecules & Therapeutics" (Biomol Ther: abbreviated form) in 2008 (Volume 16, No. 1). It is published bimonthly in January, March, May, July, September and November. All manuscripts should be creative, informative, and contribute to the development of new drugs. Articles in the following categories are published: review articles and research articles.
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