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黄酮类化合物作为癌症医学中颇具潜力的Akt1抑制剂:来自分子对接、动力学、密度泛函理论计算及体外验证的见解

Flavonoids as Promising Akt1 Inhibitors in Cancer Medicine: Insights From Molecular Docking, Dynamics, DFT Calculations, and In Vitro Validation.

作者信息

Jamshidi Shokoofeh, Eghbalian Ali, Shojaei Setareh, Taherkhani Amir, Feizi-Dehnayebi Mehran

机构信息

Department of Oral and Maxillofacial Pathology, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran.

Research Center for Molecular Medicine, Institute of Cancer, Avicenna Health Research Institute, Hamadan University of Medical Sciences, Hamadan, Iran.

出版信息

Cancer Rep (Hoboken). 2025 Aug;8(8):e70315. doi: 10.1002/cnr2.70315.

Abstract

BACKGROUND

The PI3K/Akt/mTOR signaling pathway is commonly deregulated in different types of cancers, contributing to tumor proliferation, persistence, and resistance to treatment. Akt1, a crucial kinase within this pathway, plays a critical role in tumor progression and the occurrence of therapeutic resistance. The emergence of resistance is a significant challenge in cancer therapy. Targeted therapies offer a promising method to overcome this challenge. Akt1 presents a promising target for therapeutic intervention.

AIMS

This study aimed to evaluate the binding affinities of 61 flavonoid-derived natural compounds to the Akt1 ATP-binding site using molecular docking with AutoDock to identify potential Akt1 inhibitors.

METHODS

Cross-validation and Density Functional Theory analysis were conducted utilizing the SwissDock server and the Gaussian 09 W software suite for the top-ranked compounds. Following energy minimization, semi-flexible docking of flavonoids and the control inhibitor Ipatasertib was performed against the Akt1 ATP-binding pocket. Binding modes were analyzed using Discovery Studio Visualizer. Molecular dynamics simulations were conducted to assess the conformational stability and binding durability of the highest-scoring Akt1 inhibitor complex identified through molecular docking analyses. The pharmacokinetics and toxicity properties of the most potent Akt1 inhibitors were evaluated using the PreADMET tool. Also, the effect of the most potent Akt1 inhibitor on cell viability was studied in vitro through the 2,5-diphenyl-2H-tetrazolium bromide approach. Besides, the most promising compound was evaluated for its impact against the FOXO3 (an Akt1 downstream target) gene expression in MCF-7 cells.

RESULTS

Kaempferol 3-rutinoside-4'-glucoside and Kaempferol 3-rutinoside-7-sophoroside displayed exceptional binding affinities (ΔG = -21.79 and -20.73 kcal/mol; Ki = 106.03 aM and 640.24 aM), surpassing Ipatasertib (ΔG = -9.98 kcal/mol; Ki = 48.29 nM). Kaempferol 3-rutinoside-4'-glucoside achieved a stable binding conformation within the Akt1 catalytic domain after 30 ns of molecular dynamics simulation. The compound Kaempferol 3-rutinoside-4'-glucoside was observed to suppress cell proliferation in MCF-7 cell lines. This effect was accompanied by an upregulation of FOXO3 expression, suggesting a connection to the induction of the apoptosis pathway.

CONCLUSIONS

Computational analyses identified flavonoids, particularly Kaempferol glycosides, as potential Akt1 inhibitors with significantly higher predicted binding affinities than Ipatasertib. These findings warrant further exploration of the therapeutic potential of flavonoids for cancers driven by Akt1 hyperactivation.

摘要

背景

PI3K/Akt/mTOR信号通路在不同类型的癌症中普遍失调,促进肿瘤增殖、持续存在及治疗抵抗。Akt1是该通路中的关键激酶,在肿瘤进展和治疗抵抗的发生中起关键作用。耐药性的出现是癌症治疗中的重大挑战。靶向治疗为克服这一挑战提供了一种有前景的方法。Akt1是治疗干预的一个有前景的靶点。

目的

本研究旨在使用AutoDock分子对接技术评估61种黄酮类天然化合物与Akt1 ATP结合位点的结合亲和力,以鉴定潜在的Akt1抑制剂。

方法

利用SwissDock服务器和高斯09W软件套件对排名靠前的化合物进行交叉验证和密度泛函理论分析。能量最小化后,对黄酮类化合物和对照抑制剂依帕司他进行针对Akt1 ATP结合口袋的半柔性对接。使用Discovery Studio Visualizer分析结合模式。进行分子动力学模拟以评估通过分子对接分析鉴定出的得分最高的Akt1抑制剂复合物的构象稳定性和结合持久性。使用PreADMET工具评估最有效的Akt1抑制剂的药代动力学和毒性特性。此外,通过2,5-二苯基-2H-四唑溴盐法在体外研究了最有效的Akt1抑制剂对细胞活力的影响。此外,评估了最有前景的化合物对MCF-7细胞中FOXO3(Akt1下游靶点)基因表达的影响。

结果

山柰酚3-芸香糖苷-4'-葡萄糖苷和山柰酚3-芸香糖苷-7-槐糖苷表现出优异的结合亲和力(ΔG = -21.79和-20.7 kcal/mol;Ki = 106.03 aM和640.24 aM),超过依帕司他(ΔG = -9.98 kcal/mol;Ki = 48.29 nM)。经过30 ns的分子动力学模拟,山柰酚3-芸香糖苷-4'-葡萄糖苷在Akt1催化域内形成了稳定的结合构象。观察到山柰酚3-芸香糖苷-4'-葡萄糖苷可抑制MCF-7细胞系中的细胞增殖。这种作用伴随着FOXO3表达的上调,表明与凋亡途径的诱导有关。

结论

计算分析确定黄酮类化合物,特别是山柰酚糖苷,为潜在的Akt1抑制剂,其预测结合亲和力明显高于依帕司他。这些发现值得进一步探索黄酮类化合物对由Akt1过度激活驱动的癌症的治疗潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/70b6/12343748/f8abced86584/CNR2-8-e70315-g004.jpg

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