A Comparative Molecular Dynamics Study of Food-Derived Compounds as PD-L1 Inhibitors: Insights Across Six Flavonoid Subgroups.

IF 5.1 2区 化学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecules Pub Date : 2025-02-15 DOI:10.3390/molecules30040907
Dejun Jiang, Hyuk-Ku Kwon, Oh Wook Kwon, Youngjin Choi
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Abstract

In this study, we investigated the inhibitory potential of 60 flavonoids from six distinct subgroups on the programmed cell death ligand 1 (PD-L1) dimer through molecular docking and dynamics simulations. Using AutoDock Vina for docking, the binding poses and affinities were evaluated, revealing an average binding affinity of -8.5 kcal/mol for the flavonoids. Among them, ginkgetin exhibited the highest binding free energy of -46.73 kcal/mol, indicating a strong interaction with PD-L1, while diosmin followed closely, with -44.96 kcal/mol. Molecular dynamics simulations were used to further elucidate the dynamic interactions and stability of the flavonoid-PD-L1 complexes, with the analyses showing minimal root mean square deviation (RMSD) and favorable root mean square fluctuation (RMSF) profiles for several compounds, particularly formononetin, idaein, and neohesperidin. Additionally, contact number and hydrogen bond analyses were performed, which highlighted ginkgetin and diosmin as key flavonoids with significant binding interactions, evidenced by their stable conformations and robust molecular interactions throughout the simulations. Ultimately, a cell-based assay confirmed their ability to inhibit the proliferation of cancer cells. These results, validated through cell-based assays, indicate that the strategy of identifying natural compounds with anticancer activity using computational modeling is highly effective.

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食物来源的化合物作为PD-L1抑制剂的比较分子动力学研究:六个类黄酮亚群的见解。
在这项研究中,我们通过分子对接和动力学模拟研究了来自6个不同亚群的60种黄酮类化合物对程序性细胞死亡配体1 (PD-L1)二聚体的抑制潜力。利用AutoDock Vina进行对接,对其结合姿态和亲和力进行了评估,结果表明黄酮类化合物的平均结合亲和力为-8.5 kcal/mol。其中银杏苷的结合自由能最高,为-46.73 kcal/mol,表明与PD-L1有较强的相互作用,地奥司明紧随其后,为-44.96 kcal/mol。分子动力学模拟进一步阐明了黄酮类化合物- pd - l1复合物的动态相互作用和稳定性,分析结果显示,几种化合物的均方根偏差(RMSD)最小,均方根波动(RMSF)有利,特别是刺芒柄花素、理想苷和新橙皮苷。此外,通过接触数和氢键分析,银杏苷和薯蓣皂苷是具有显著结合相互作用的关键类黄酮,其稳定的构象和强大的分子相互作用证明了这一点。最终,一项基于细胞的试验证实了它们抑制癌细胞增殖的能力。这些结果通过基于细胞的分析得到验证,表明使用计算模型识别具有抗癌活性的天然化合物的策略是非常有效的。
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
Molecules
Molecules 化学-有机化学
CiteScore
7.40
自引率
8.70%
发文量
7524
审稿时长
1.4 months
期刊介绍: Molecules (ISSN 1420-3049, CODEN: MOLEFW) is an open access journal of synthetic organic chemistry and natural product chemistry. All articles are peer-reviewed and published continously upon acceptance. Molecules is published by MDPI, Basel, Switzerland. Our aim is to encourage chemists to publish as much as possible their experimental detail, particularly synthetic procedures and characterization information. There is no restriction on the length of the experimental section. In addition, availability of compound samples is published and considered as important information. Authors are encouraged to register or deposit their chemical samples through the non-profit international organization Molecular Diversity Preservation International (MDPI). Molecules has been launched in 1996 to preserve and exploit molecular diversity of both, chemical information and chemical substances.
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