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通过多重验证鉴定前列腺癌衰老-炎症轴的关键枢纽基因并预测治疗靶点

英文原题:Key hub genes identification and therapeutic target prediction via multi-validation for the senescence-inflammation axis in prostate cancer.

查看英文原题

Key hub genes identification and therapeutic target prediction via multi-validation for the senescence-inflammation axis in prostate cancer.

PubMed 2026/03/07(内容时间) Sci Rep Q1 · IF 4.9(JCR 2025)

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中文摘要

细胞衰老通过SASP重塑微环境,免疫炎症通过DNA损伤和免疫重塑促进癌变;这两个过程形成的“衰老-炎症”恶性循环是癌症发生发展的核心驱动因素,但其在前列腺癌进展中的机制尚不清楚。揭示“衰老-炎症”相关基因在前列腺癌中的调控机制,预测靶向药物,为前列腺癌的临床治疗提供新见解。

本研究从Gene Expression Omnibus(GEO)获取前列腺癌基因表达谱数据。通过生物信息学分析筛选差异表达基因,并通过实验验证;采用GO和KEGG分析探讨所涉及的前列腺癌特异性生物学过程和信号通路,结合免疫浸润工具与单细胞技术揭示免疫浸润特征,最后通过核心基因靶点分析预测具有治疗潜力的药物。发现前列腺癌相关差异表达基因有203个。显著的枢纽基因包括ACTB、RPLP0、TOP2A、TXN、HSP90B1、TAGLN、RPSA和ANXA2。根据富集分析,凋亡、细胞衰老、炎症和免疫反应的启动是导致膀胱癌发展的主要因素。免疫浸润和单细胞数据证实,记忆B细胞、CD8 T细胞、滤泡辅助T细胞、M1巨噬细胞、单核细胞和NK细胞对前列腺癌的免疫过程有显著影响。

此外,单细胞研究发现hub基因在多种免疫细胞中显著表达;特别是单核细胞和巨噬细胞中ACTB、RPLP0、RPSA和ANXA2呈高水平表达。

我们接下来使用Western blotting、PCR和免疫组化评估这些基因在临床样本中的表达。最后,通过我们的药物-靶点相互作用预测分析,Miconazole、Fostamatinib、Quercetin、Resveratrol和Regorafenib被证明可能是治疗前列腺癌的重要药物或成分。

我们阐明了免疫炎症和衰老相关基因促进前列腺癌发病机制的机制。我们鉴定并验证了四个核心基因,即TXN、TOP2A、ANXA2和HSP90B1,并预测了潜在的治疗药物,特别是resveratrol和regorafenib。这些发现为前列腺癌分子机制研究及其临床治疗提供了理论依据。

展开英文摘要原文

Cellular senescence remodels the microenvironment via SASP, and immune inflammation promotes carcinogenesis through DNA damage and immune remodeling; the “senescence-inflammation” vicious cycle formed by these two processes is a core driver of cancer development and progression, yet its mechanism in prostate cancer progression remains unclear. The regulatory mechanisms of “senescence-inflammation” related genes in prostate cancer were revealed, targeted drugs were predicted, and new insights were provided for the clinical treatment of prostate cancer. In this study, gene expression profile data of prostate cancer were obtained from the Gene Expression Omnibus (GEO).

Differentially expressed genes were screened out through bioinformatics analysis and verified by experiments; GO and KEGG analyses were used to explore the prostate cancer-specific biological processes and signaling pathways involved, immune infiltration characteristics were revealed by combining immune infiltration tools with single-cell technology, and finally, drugs with therapeutic potential were predicted through core gene target analysis. Prostate cancer-related differentially expressed genes were found to number 203.

Notable hub genes included ACTB, RPLP0, TOP2A, TXN, HSP90B1, TAGLN, RPSA, and ANXA2. According to enrichment analysis, apoptosis, cellular senescence, inflammation, and the initiation of immunological responses are the main factors contributing to the development of bladder cancer. The immunological processes of prostate cancer are significantly influenced by memory B cells, CD8 T cells, follicular helper T cells, M1 macrophages, monocytes, and NK cells, as confirmed by immune infiltration and single-cell data.

Furthermore, hub genes were found to be significantly expressed in a variety of immune cells by single-cell studies; monocytes and macrophages in particular exhibited high levels of ACTB, RPLP0, RPSA, and ANXA2.

We next used Western blotting, PCR, and immunohistochemistry to evaluate these genes’ expression in clinical samples. Lastly, Miconazole, Fostamatinib, Quercetin, Resveratrol, and Regorafenib were shown to be possible important drugs or ingredients for the treatment of prostate cancer by our drug-target interaction prediction analysis.

We clarified the mechanism by which immune-inflammatory and aging-related genes contribute to the pathogenesis of prostate cancer.

We identified and validated four core genes, namely TXN, TOP2A, ANXA2, and HSP90B1, and predicted potential therapeutic agents, specifically resveratrol and regorafenib.

These findings provide a theoretical basis for research on the molecular mechanisms of prostate cancer and its clinical treatment.

论文信息

作者
Wang Y、Liu Q、Yi M、Liu Y、He J、Zhang HC
第一作者单位
Department of Emergency, The Affiliated Hospital and Clinical Medical College of Chengdu University, Chengdu, Sichuan, China.China
通讯作者单位
Department of Urology, The Affiliated Hospital and Clinical Medical College of Chengdu University, Chengdu, Sichuan, China. zhanghanchao@cdu.edu.cn.China
期刊
Scientific reports2026 Mar 7
原文标识
PubMed 41794917 · DOI 10.1038/s41598-026-42497-w