Suppr超能文献

S100A11作为结直肠癌进展的免疫相关外泌体驱动因子:一种新型诊断生物标志物

S100A11 as an immune-related exosomal driver of colorectal cancer progression: a novel diagnostic biomarker.

作者信息

Wang Haibo, He Rongchao, Liu Deng, He Jun, Shen Zhong

机构信息

Department of Colorectal Surgery, Hangzhou Third People's Hospital, Hangzhou, Zhejiang, China.

Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.

出版信息

Front Oncol. 2025 Jun 11;15:1590128. doi: 10.3389/fonc.2025.1590128. eCollection 2025.

Abstract

BACKGROUND

Colorectal cancer (CRC) is a major cause of global cancer deaths, with increasing incidence among younger populations. Despite advancements in diagnostic and therapeutic strategies, early detection and effective treatment remain major challenges. Exosomes act as critical intercellular messengers, promoting cancer growth, immune escape, and chemotherapy resistance. This study aims to identify exosome-related biomarkers in CRC and elucidate the functional significance of S100A11 in tumor progression and immune regulation.

METHODS

We integrated multi-cohort transcriptomic data from TCGA and GEO databases and applied a machine learning triad (LASSO-SVM-Random Forest) to identify robust exosomal biomarkers for CRC. Functional enrichment analysis, immune infiltration evaluation, and molecular docking were performed, along with and experiments, including qPCR, Western blot, IHC, apoptosis assays, and xenograft models, were performed to validate the oncogenic and immunoregulatory role of S100A11.

RESULTS

A five-gene exosome-based diagnostic panel (S100A11, CA4, PDCD4, GSTM2, SORD) was established, demonstrating excellent predictive accuracy (AUC=0.965). S100A11 was identified as a master regulator of CRC proliferation, immune modulation, and chemoresistance. Knockdown of S100A11 significantly suppressed CRC cell proliferation, induced apoptosis, and restrained tumor development in a xenograft model. Moreover, S100A11 was associated with an immunosuppressive tumor microenvironment. Pharmacogenomic analysis revealed its potential as a therapeutic target, with high binding affinity to diallyl trisulfide, suggesting novel treatment avenues.

CONCLUSION

S100A11 mechanistically promotes CRC progression by activating oncogenic signaling and reshaping the immune microenvironment, positioning it as a clinically relevant dual-function biomarker. The integration of bioinformatics, machine learning, and experimental validation underscores the potential of exosome-derived markers for immunotherapy and precision oncology. Future studies should focus on clinical validation and the development of exosome-based immune-targeted therapies for CRC management.

摘要

背景

结直肠癌(CRC)是全球癌症死亡的主要原因,在年轻人群中的发病率不断上升。尽管诊断和治疗策略取得了进展,但早期检测和有效治疗仍然是重大挑战。外泌体作为关键的细胞间信使,促进癌症生长、免疫逃逸和化疗耐药。本研究旨在鉴定CRC中与外泌体相关的生物标志物,并阐明S100A11在肿瘤进展和免疫调节中的功能意义。

方法

我们整合了来自TCGA和GEO数据库的多队列转录组数据,并应用机器学习三联体(LASSO-SVM-随机森林)来鉴定CRC强大的外泌体生物标志物。进行了功能富集分析、免疫浸润评估和分子对接,并进行了qPCR、蛋白质印迹、免疫组化、凋亡检测和异种移植模型等实验,以验证S100A11的致癌和免疫调节作用。

结果

建立了一个基于外泌体的五基因诊断面板(S100A11、CA4、PDCD4、GSTM2、SORD),显示出优异的预测准确性(AUC = 0.965)。S100A11被鉴定为CRC增殖、免疫调节和化疗耐药的主要调节因子。敲低S100A11可显著抑制CRC细胞增殖,诱导凋亡,并在异种移植模型中抑制肿瘤发展。此外,S100A11与免疫抑制性肿瘤微环境相关。药物基因组学分析揭示了其作为治疗靶点的潜力,对二烯丙基三硫具有高结合亲和力,提示了新的治疗途径。

结论

S100A11通过激活致癌信号和重塑免疫微环境,在机制上促进CRC进展,使其成为具有临床相关性的双功能生物标志物。生物信息学、机器学习和实验验证的整合强调了外泌体衍生标志物在免疫治疗和精准肿瘤学中的潜力。未来的研究应侧重于临床验证以及开发基于外泌体的免疫靶向疗法用于CRC管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e38/12187594/b631d4a406ee/fonc-15-1590128-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验