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基于单细胞和转录组分析的肝细胞癌线粒体自噬机制及小檗碱治疗靶点发现

英文原题:Mitochondrial autophagy mechanism and berberine therapeutic target discovery in hepatocellular carcinoma based on single-cell and transcriptome analysis.

查看英文原题

Mitochondrial autophagy mechanism and berberine therapeutic target discovery in hepatocellular carcinoma based on single-cell and transcriptome analysis.

PubMed 2025/10/30(内容时间) Naunyn Schmiedebergs Arch Pharmacol Q2 · IF 4(JCR 2025)

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中文摘要

肝细胞癌(HCC)是全球高发的恶性肿瘤,其进展与线粒体损伤密切相关,但相关机制尚未明确。天然化合物小檗碱具有多靶点抗肿瘤潜力,但其是否调节线粒体自噬仍需深入研究。

本研究旨在探究HCC分子机制并评估小檗碱干预的可能性,为治疗提供新的研究方向和理论依据。研究整合GEO数据、单细胞测序和体外细胞实验,通过与自噬基因集交叉筛选核心靶点,系统分析HCC差异基因表达特征和通路调控网络,并结合单细胞数据揭示恶性细胞与免疫细胞之间的相互作用。

此外,研究者通过体外实验验证小檗碱的潜在治疗靶点,并以生物信息学分析其作用机制。GEO数据库分析筛选出5700个差异表达基因和4515个模块基因;与自噬数据集取交集后,得到132个HCC自噬相关基因。

进一步鉴定出20个枢纽基因,主要参与自噬调控和自噬体形成。富集分析显示,其他自噬、动物线粒体自噬和HIF-1信号通路等在HCC中显著活化。单细胞免疫微环境分析显示,肿瘤组织中巨噬细胞和中性粒细胞浸润显著增加,而NK细胞功能可能受抑。小檗碱可通过靶向BECN1、HSP90AA1、ATG5、PINK1、HIF1A和GSK3B等基因,调节其他自噬、动物线粒体自噬及HIF-1通路,逆转HCC细胞恶性表型。

本研究揭示HCC线粒体自噬的核心机制,并提出小檗碱靶向治疗的新策略,为肝细胞癌分子分型及联合治疗开发奠定理论基础。

展开英文摘要原文

Hepatocellular carcinoma (HCC) is a highly prevalent malignant tumor worldwide, and its progression is closely related to mitochondrial damage, but its mechanism is not yet clear. The natural compound berberine has multi-target anti-tumor potential, but further exploration is needed to determine whether it regulates mitochondrial autophagy.

This study aims to explore the molecular mechanisms of HCC and evaluate the possibility of berberine intervention, providing new research directions and a theoretical basis for its treatment.

This study integrated GEO data, single-cell sequencing, and in vitro cell experiments to systematically analyze the differential gene expression characteristics and pathway regulatory networks of HCC by screening core targets through the intersection with autophagy genes and combining single-cell data to reveal the interaction between malignant cells and immune cells.

In addition, potential therapeutic targets of berberine were validated through in vitro experiments, and its mechanism of action was analyzed through bioinformatics.

This study screened 5700 differentially expressed genes and 4515 modular genes through GEO database analysis. After intersecting with the autophagy dataset, 132 HCC autophagy-related genes were obtained.

Further identification of 20 hub genes, which are mainly involved in the regulation of autophagy and the formation of autophagosomes, was performed. Enrichment analysis showed that pathways such as Autophagy other, Mitophagy animal, and HIF-1 signaling pathway were significantly activated in HCC. The single-cell immune microenvironment reveals a significant increase in macrophage and neutrophil infiltration in tumor tissues, while NK cell function may be inhibited.

In addition, berberine reverses the malignant phenotype of HCC cells by targeting genes such as BECN1, HSP90AA1, ATG5, PINK1, HIF1A, and GSK3B, regulating the Autophagy other, Mitophagy animal, and HIF-1 signaling pathways.

This study reveals the core mechanism of mitochondrial autophagy in HCC and proposes a new strategy for berberine targeted therapy, laying a theoretical foundation for molecular typing and combination therapy development of hepatocellular carcinoma.

论文信息

作者
Wen S、Cheng X、Zhu Z、Liu T、Chen M
第一作者单位
Department of Oncology, Yibin Integrated Traditional Chinese and Western Medicine Hospital, Yinbin, Sichuan Province, China.China
通讯作者单位
Department of Preventive Medicine, Yibin Integrated Traditional Chinese and Western Medicine Hospital, Yinbin, Sichuan Province, China. zyahzcm@163.com.China
期刊
Naunyn-Schmiedeberg's archives of pharmacology2026 Feb
原文标识
PubMed 41165836 · DOI 10.1007/s00210-025-04772-x