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蟾毒灵抗肺腺癌的分子与代谢机制:来自网络药理学、代谢组学及分子生物学实验的全新综合证据

Molecular and metabolic mechanisms of bufalin against lung adenocarcinoma: New and comprehensive evidences from network pharmacology, metabolomics and molecular biology experiment.

作者信息

Shi Shulong, Zhao Sihao, Tian Xinchen, Liu Fen, Lu Xiulian, Zang Hengchang, Li Feng, Xiang Longquan, Li Luning, Jiang Shulong

机构信息

Department of Endocrinology, Jining First People's Hospital, Jining, 272000, China; Cisen Pharmaceutical Co., Ltd, Jining, 272000, China; School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.

Department of Oncology, Jiading District Central Hospital Affiliated Shanghai University of Medicine &Health Sciences, Shanghai, 201800, China.

出版信息

Comput Biol Med. 2023 May;157:106777. doi: 10.1016/j.compbiomed.2023.106777. Epub 2023 Mar 11.

Abstract

BACKGROUND

This study aims to evaluate the efficacy and therapeutic mechanism of bufalin on lung adenocarcinoma (LUAD) through a comprehensive strategy integrating network pharmacology, metabolomics and molecular biology verification.

METHODS

The putative targets of bufalin were discerned from PharmMapper and Swiss Target Prediction database. LUAD-related targets were obtained by target filtering of GeneCard database and data mining of GEO database. PPI network was constructed to screen the core targets, and their clinical significance was assessed through several public databases. GO and KEGG pathway analyses were performed to identify possible enrichment of genes with specific biological themes. Molecular docking and molecular dynamics (MD) simulation were employed to determine the correlation and binding pattern between bufalin and core targets. The potential mechanisms of bufalin acting on LUAD, as predicted by network pharmacology analyses, were experimentally validated using in-vitro and in-vivo models. Finally, the effects of bufalin intervention on metabolite profile and metabolic pathway in LUAD nude mice were investigated by non-targeted metabolomics.

RESULTS

209 bufalin targets and 1082 LUAD-associated targets were harvested, of which 51 intersection targets were identified. 10 core targets including Akt1, STAT3, EGFR, CASP3 and SRC were picked out through network topology analysis, and they had a potent binding activity with bufalin as indicated by molecular docking and MD simulation. Hub module of PPI network was closely related to cell proliferation and apoptosis. GO and KEGG enrichment analyses suggested that bufalin exerted therapeutic effects on LUAD possibly by inhibiting proliferation and promoting apoptosis via PI3K/Akt, FoxO1 and MAPK/ERK pathways, which were confirmed by a series of in-vitro studies as well as HE, TUNEL and Ki-67 staining of tumor tissues. Further metabolomics analysis revealed that bufalin mainly regulated ABC transporter and remodeled AA metabolism, thereby contributing to the treatment of LUAD.

CONCLUSION

From molecular and metabolic perspective, the present study not only provided a unique insight into the possible mechanisms of bufalin against LUAD after successfully filtering out associated key target genes, differential endogenous metabolites, and signaling pathways, but also proposed a novel promising therapeutic strategy for LUAD.

摘要

背景

本研究旨在通过整合网络药理学、代谢组学和分子生物学验证的综合策略,评估蟾毒灵对肺腺癌(LUAD)的疗效及治疗机制。

方法

从PharmMapper和瑞士靶点预测数据库中识别蟾毒灵的潜在靶点。通过对GeneCard数据库进行靶点筛选以及对GEO数据库进行数据挖掘来获取LUAD相关靶点。构建蛋白质-蛋白质相互作用(PPI)网络以筛选核心靶点,并通过多个公共数据库评估其临床意义。进行基因本体(GO)和京都基因与基因组百科全书(KEGG)通路分析,以确定具有特定生物学主题的基因可能的富集情况。采用分子对接和分子动力学(MD)模拟来确定蟾毒灵与核心靶点之间的相关性和结合模式。利用体外和体内模型对网络药理学分析预测的蟾毒灵作用于LUAD的潜在机制进行实验验证。最后,通过非靶向代谢组学研究蟾毒灵干预对LUAD裸鼠代谢物谱和代谢途径的影响。

结果

共获取209个蟾毒灵靶点和1082个LUAD相关靶点,其中确定了51个交集靶点。通过网络拓扑分析筛选出包括Akt1、STAT3、表皮生长因子受体(EGFR)、半胱天冬酶3(CASP3)和Src在内的10个核心靶点,分子对接和MD模拟表明它们与蟾毒灵具有较强的结合活性。PPI网络的枢纽模块与细胞增殖和凋亡密切相关。GO和KEGG富集分析表明,蟾毒灵可能通过PI3K/Akt、叉头框蛋白O1(FoxO1)和丝裂原活化蛋白激酶/细胞外信号调节激酶(MAPK/ERK)通路抑制增殖并促进凋亡,从而对LUAD发挥治疗作用,这在一系列体外研究以及肿瘤组织的苏木精-伊红(HE)染色、末端脱氧核苷酸转移酶介导的缺口末端标记(TUNEL)染色和Ki-67染色中得到证实。进一步的代谢组学分析表明,蟾毒灵主要调节ABC转运蛋白并重塑氨基酸代谢,从而有助于LUAD的治疗。

结论

本研究从分子和代谢角度,在成功筛选出相关关键靶基因、差异内源性代谢物和信号通路后,不仅对蟾毒灵抗LUAD的可能机制提供了独特见解,还为LUAD提出了一种新的有前景的治疗策略。

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