Network Pharmacology and Molecular Docking Combined with Experimental Validation: The Mechanism of Brusatol in Regulating Glucose Metabolism in Lung Adenocarcinoma.

IF 3.2 4区 医学 Q2 PHARMACOLOGY & PHARMACY
Feiyue Zhang, Shuhua Shi, Xinyu Zhang, Qi Zhang, Xiaojing Wang, Jing Zhang
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引用次数: 0

Abstract

Introduction: Lung cancer ranks first globally in cancer-associated mortality, with Lung Adenocarcinoma (LUAD) accounting for 35%-40% of all cases. Metabolic reprogramming is a hallmark of malignant cells, and aberrant glycolytic turnover acts as a major driver of LUAD progression. Natural small molecules have long attracted attention in anticancer research. Brusatol (Bru), an active ingredient extracted from the traditional Chinese medicinal plant Brucea javanica, exhibits robust antitumor activity. Nevertheless, its precise molecular mechanism of action in LUAD remains incompletely understood. To address this gap, the present study was designed.

Methods: We integrated network pharmacology and machine learning algorithms to screen candidate therapeutic targets of brusatol in LUAD and performed functional enrichment analyses. Molecular docking was further employed to identify core target genes. A panel of in vitro cellular assays was then conducted to evaluate the effects of brusatol on LUAD cell proliferation, migration, and invasion, as well as on cellular glucose uptake and the production of glycolytic end products (lactate and pyruvate). Western blotting was used to measure the expression of key proteins in the AKT/mTOR cascade and glucose metabolic machinery. Finally, we combined siRNA-mediated GPI silencing with brusatol treatment to validate the regulatory relationship between brusatol and GPI.

Results: GPI was confirmed as the core target of brusatol, and its high expression was closely correlated with poor prognosis in LUAD patients. Enrichment analyses revealed that GPI is primarily involved in metabolic pathways, glycolysis, and gluconeogenesis signaling. Cellular experiments demonstrated that brusatol suppressed LUAD cell proliferation, migration, and invasion in a dose-dependent manner. It also reduced glucose consumption and glycolytic metabolite production, while inhibiting AKT pathway activity and the expression of glucose metabolism-related proteins. Combined intervention further enhanced these inhibitory effects.

Discussion: Against the broad research backdrop of tumor metabolic reprogramming and natural productbased targeted therapy, this study uncovered the vital role of GPI as a key glycolytic hub in mediating LUAD malignancy. We also elucidated a novel molecular mechanism wherein brusatol reverses glycolytic dysfunction by targeting GPI to modulate the AKT/mTOR signaling axis. Previous investigations predominantly focused on the broad-spectrum anticancer efficacy of brusatol. In contrast, our research precisely delineates its core functional target and downstream signaling cascade from the perspective of metabolic regulation. This work fills detailed mechanistic gaps regarding how natural products intervene in glycolytic metabolism in LUAD and provides fresh insights into how small-molecule natural compounds remodel tumor metabolism.

Conclusion: Brusatol curbs glucose metabolic reprogramming by downregulating GPI expression, thereby arresting the malignant progression of LUAD. Interference with GPI function can further potentiate the antitumor activity of brusatol. Collectively, these findings offer a novel mechanistic rationale and preliminary in vitro evidence for glycolysis-targeted research in LUAD.

网络药理学与分子对接结合实验验证:Brusatol调节肺腺癌糖代谢的机制。
简介:肺癌在全球癌症相关死亡率中排名第一,其中肺腺癌(LUAD)占所有病例的35%-40%。代谢重编程是恶性细胞的一个标志,异常的糖酵解转换是LUAD进展的主要驱动因素。天然小分子在抗癌研究中一直备受关注。Brusatol (Bru)是从传统药用植物Brucea javanica中提取的一种有效成分,具有很强的抗肿瘤活性。然而,其在LUAD中的确切分子作用机制仍不完全清楚。为了解决这一差距,本研究被设计。方法:结合网络药理学和机器学习算法筛选brusatol治疗LUAD的候选靶点,并进行功能富集分析。进一步利用分子对接技术鉴定核心靶基因。然后进行了一组体外细胞试验,以评估brusatol对LUAD细胞增殖、迁移和侵袭的影响,以及对细胞葡萄糖摄取和糖酵解终产物(乳酸和丙酮酸)产生的影响。Western blotting检测AKT/mTOR级联及葡萄糖代谢机制中关键蛋白的表达。最后,我们将sirna介导的GPI沉默与brusatol处理相结合,以验证brusatol与GPI之间的调节关系。结果:GPI被证实为brusatol的核心靶点,其高表达与LUAD患者预后不良密切相关。富集分析显示,GPI主要参与代谢途径、糖酵解和糖异生信号传导。细胞实验表明,brusatol抑制LUAD细胞增殖、迁移和侵袭呈剂量依赖性。它还能降低葡萄糖消耗和糖酵解代谢产物的产生,同时抑制AKT通路活性和葡萄糖代谢相关蛋白的表达。联合干预进一步增强了这些抑制作用。讨论:在肿瘤代谢重编程和基于天然产物的靶向治疗的广泛研究背景下,本研究揭示了GPI作为糖酵解中枢在介导LUAD恶性肿瘤中的重要作用。我们还阐明了一种新的分子机制,其中brusatol通过靶向GPI调节AKT/mTOR信号轴来逆转糖酵解功能障碍。以往的研究主要集中在brusatol的广谱抗癌作用上。相比之下,我们的研究从代谢调节的角度精确地描绘了其核心功能靶点和下游信号级联。这项工作填补了关于天然产物如何干预LUAD中糖酵解代谢的详细机制空白,并为小分子天然化合物如何重塑肿瘤代谢提供了新的见解。结论:Brusatol通过下调GPI表达抑制糖代谢重编程,从而抑制LUAD的恶性进展。干扰GPI功能可进一步增强brusatol的抗肿瘤活性。总的来说,这些发现为LUAD的糖酵解靶向研究提供了一个新的机制基础和初步的体外证据。
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
6.30
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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