黄酮类化合物在癌症医学中作为有前途的Akt1抑制剂:来自分子对接、动力学、DFT计算和体外验证的见解

IF 1.9 Q4 ONCOLOGY
Cancer reports Pub Date : 2025-08-12 DOI:10.1002/cnr2.70315
Shokoofeh Jamshidi, Ali Eghbalian, Setareh Shojaei, Amir Taherkhani, Mehran Feizi-Dehnayebi
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引用次数: 0

摘要

PI3K/Akt/mTOR信号通路在不同类型的癌症中普遍失调,有助于肿瘤的增殖、持续和对治疗的抵抗。Akt1是该通路中的一个关键激酶,在肿瘤进展和治疗耐药的发生中起着关键作用。耐药性的出现是癌症治疗中的一个重大挑战。靶向治疗为克服这一挑战提供了一种很有希望的方法。Akt1为治疗干预提供了一个有希望的靶点。本研究旨在利用AutoDock分子对接技术,评估61种类黄酮衍生的天然化合物与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软件和Gaussian 09 W软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。在能量最小化之后,类黄酮和对照抑制剂Ipatasertib对Akt1 atp结合口袋进行半柔性对接。使用Discovery Studio Visualizer分析绑定模式。我们进行了分子动力学模拟,以评估通过分子对接分析鉴定的得分最高的Akt1抑制剂复合物的构象稳定性和结合持久性。使用PreADMET工具评估了最有效的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 -四氮唑溴化方法研究了最有效的Akt1抑制剂对体外细胞活力的影响。此外,最有希望的化合物对MCF-7细胞中FOXO3 (Akt1下游靶点)基因表达的影响进行了评估。结果山奈酚3-芦丁苷-4′-葡萄糖苷和山奈酚3-芦丁苷-7-苦参苷的结合亲和力显著(ΔGbinding =−21.79和−20.73 kcal/mol;Ki = 106.03 aM和640.24 aM),超过Ipatasertib (ΔGbinding =−9.98 kcal/mol;Ki = 48.29 nM)。经过30 ns的分子动力学模拟,山奈酚3-芦丁苷-4′-葡萄糖苷在Akt1催化结构域中获得了稳定的结合构象。山奈酚3-芦丁苷-4′-葡萄糖苷对MCF-7细胞株的细胞增殖有抑制作用。这种作用伴随着FOXO3表达的上调,提示其与诱导凋亡通路有关。计算分析发现,黄酮类化合物,尤其是山奈酚苷类,是潜在的Akt1抑制剂,其预测结合亲和力明显高于Ipatasertib。这些发现为进一步探索类黄酮对由Akt1过度激活驱动的癌症的治疗潜力提供了依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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 (ΔGbinding = −21.79 and −20.73 kcal/mol; Ki = 106.03 aM and 640.24 aM), surpassing Ipatasertib (ΔGbinding = −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.

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来源期刊
Cancer reports
Cancer reports Medicine-Oncology
CiteScore
2.70
自引率
5.90%
发文量
160
审稿时长
17 weeks
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