Ajwa Dates (Phoenix dactylifera L.)植物化学物质抑制三阴性乳腺癌(TNBC)中Akt和PI3K的网络药理学和计算机分析

IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY Current pharmaceutical design Pub Date : 2024-12-18 DOI:10.2174/0113816128348876241017101729
Md Abul Bashar, Md Arju Hossain, Md Reduanul Haque Kavey, Rayhanuzzaman Shazib, Md Shofiqul Islam, Siddique Akber Ansari, Md Habibur Rahman
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引用次数: 0

摘要

背景:大约10-15%的乳腺癌包括三阴性乳腺癌(TNBC),定义为缺乏ER, PR和HER2蛋白受体的癌细胞。由于缺乏这些受体,使用传统化疗治疗TNBC具有挑战性,因此需要发现从天然来源获得的新型化疗药物。目的:研究Ajwa枣(Phoenix dactylifera L.)中潜在的植物化学物质,并预测其潜在靶点(即Akt和PI3K),以确定可能的TNBC抑制剂。方法:利用网络药理学、分子对接、药物相似性研究、分子动力学(MD)模拟、结合自由能(MM-GBSA)计算等方法,获得具有潜在抗TNBC作用的植物化学物质。首先,利用PyRx对125种植物化学物质与Akt和PI3K蛋白进行分子对接。然后,结合亲和力最高(≤-8.1 kcal/mol)的植物化学物质进行了硅药物相似性和毒性分析。最后,通过分子动力学(MD)模拟和结合自由能(MM-GBSA)研究了具有最佳药物相似性和毒性谱的植物化学物质,以确定可以形成稳定配合物的化合物。结果:网络药理学结果显示,Akt和PI3K蛋白是TNBC对本研究中使用的凤仙花植物化学物质的潜在靶点。分子对接结果显示,125种植物化学物质中有42种(结合亲和力≤-8.1 kcal/mol)对TNBC中PI3K和Akt蛋白表达均有潜在抑制作用。然后,计算机药物相似性的结果确定了7种具有最佳药代动力学特征的植物化学物质。此外,毒性研究表明,三种植物化学物质(即黄豆醇、大豆苷元和Glycitein)没有引起任何毒性。最后,通过分子动力学(MD)模拟研究和结合自由能(MM-GBSA)模拟,通过建立稳定的蛋白质-配体复合物,验证了大豆苷元留在Akt和PI3K蛋白的结合腔内。结论:综上所述,本研究强调了黄豆苷元对TNBC的潜在作用,并可进一步研究其作为TNBC的标准化疗药物。
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Network Pharmacology and In Silico Elucidation of Phytochemicals Extracted from Ajwa Dates (Phoenix dactylifera L.) to Inhibit Akt and PI3K Causing Triple Negative Breast Cancer (TNBC).

Background: About 10-15% of all breast cancers comprise triple-negative breast cancer (TNBC), defined as cancer cells that lack receptors for the ER, PR, and HER2 protein receptors. Due to the absence of these receptors, treating TNBC using conventional chemotherapy is challenging and, therefore, requires the discovery of novel chemotherapeutic agents derived from natural sources.

Objective: The current work was intended to study the potential phytochemicals of Ajwa dates (Phoenix dactylifera L.) with the predicted potential targets (namely, Akt and PI3K) to determine possible TNBC inhibitors.

Methods: We harnessed network pharmacology, molecular docking, drug-likeness studies, Molecular Dynamics (MD) simulation, and binding free energy (MM-GBSA) calculation to get phytochemicals with potential effects against TNBC. Firstly, molecular docking was performed on 125 phytochemicals against the Akt and PI3K proteins utilizing PyRx. Then, the phytochemicals with the highest binding affinity (≤ -8.1 kcal/mol) were examined for in silico drug-likeness and toxicity profiles. Finally, phytochemicals with optimal druglikeness and toxicity profiles were studied by Molecular Dynamics (MD) simulation and binding free energy (MM-GBSA) to identify compounds that can form stable complexes.

Results: The results of the network pharmacology revealed that the Akt and PI3K proteins are potential targets of TNBC for the phytochemicals of Phoenix dactylifera L. used in this study. The outcomes of molecular docking displayed that among 125 phytochemicals, 42 of them (with a binding affinity ≤ -8.1 kcal/mol) have potentially inhibiting effects on both proteins PI3K and Akt expressed in TNBC. Then, the results of in silico drug-likeness identified seven phytochemicals with optimal pharmacokinetic profiles. Furthermore, toxicity studies showed that three phytochemicals (namely, Chrysoeriol, Daidzein, and Glycitein) did not cause any toxicities. Finally, the Molecular Dynamics (MD) simulation studies and binding free energy (MM-GBSA) verified that Daidzein stayed within the binding cavities of both proteins (Akt and PI3K) by establishing a stable protein-ligand complex during simulation.

Conclusion: Taken together, the current work emphasizes the potential effects of Daidzein from Phoenix dactylifera L. against TNBC, and it can be further studied to establish it as a standard chemotherapy for TNBC.

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来源期刊
CiteScore
6.30
自引率
0.00%
发文量
302
审稿时长
2 months
期刊介绍: Current Pharmaceutical Design publishes timely in-depth reviews and research articles from leading pharmaceutical researchers in the field, covering all aspects of current research in rational drug design. Each issue is devoted to a single major therapeutic area guest edited by an acknowledged authority in the field. Each thematic issue of Current Pharmaceutical Design covers all subject areas of major importance to modern drug design including: medicinal chemistry, pharmacology, drug targets and disease mechanism.
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