Comprehensive Pan-Cancer Analysis of RAC1 Decoding the Impact on Cancer Prognosis and B cell immune Regulation.

IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL International Journal of Medical Sciences Pub Date : 2025-01-13 eCollection Date: 2025-01-01 DOI:10.7150/ijms.104488
Zhibo Shao, Hengyu Ren, Xuliren Wang, Qi Zhang, Jingyan Xue, Yayun Chi, Bingqiu Xiu, Jiong Wu
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Abstract

RAC1, a member of the Rho family GTPases, has been implicated in various cancers, yet its pan-cancer landscape and role in the tumor immune microenvironment remain underexplored. This study presents a comprehensive analysis of RAC1 across 33 cancer types, revealing its high expression in a broad range of cancers and its association with poor prognosis. RAC1 expression correlates with genomic alterations, including CNVs, TMB, and MSI. RAC1 knockdown reduces cell proliferation and metastasis in breast and lung cancer cells, suggesting its oncogenic potential. Notably, RAC1 is negatively correlated with B cell infiltration, indicating its role in regulating the immune microenvironment. Functional enrichment analysis showed that high RAC1 expression is linked to lower enrichment in B cell activation and immune response pathways. Single-cell transcriptome analysis identified RAC1 expression primarily in epithelial cells, associated with tumor progression, and spatial transcriptome analysis showed a mutually exclusive co-localization between B cell infiltration regions and RAC1-expressing epithelial cells. Based on RAC1 expression and B cell interaction, a prognostic signature was established to predict prognosis at the pan-cancer level.

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RAC1解码对肿瘤预后和B细胞免疫调节影响的泛癌综合分析
RAC1是Rho家族GTPases的一员,与多种癌症有关,但其在泛癌症中的作用及其在肿瘤免疫微环境中的作用仍未得到充分研究。本研究对33种癌症类型的RAC1进行了综合分析,揭示了其在广泛的癌症中的高表达及其与不良预后的关联。RAC1表达与基因组改变相关,包括CNVs、TMB和MSI。RAC1敲低可减少乳腺癌和肺癌细胞的增殖和转移,提示其致癌潜力。值得注意的是,RAC1与B细胞浸润呈负相关,表明其在调节免疫微环境中的作用。功能富集分析表明,在B细胞活化和免疫应答途径中,高RAC1表达与低富集有关。单细胞转录组分析发现,RAC1主要在上皮细胞中表达,与肿瘤进展相关,而空间转录组分析显示,B细胞浸润区和表达RAC1的上皮细胞之间存在互排斥的共定位。基于RAC1的表达和B细胞的相互作用,我们建立了一个预后信号来预测泛癌水平的预后。
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来源期刊
International Journal of Medical Sciences
International Journal of Medical Sciences MEDICINE, GENERAL & INTERNAL-
CiteScore
7.20
自引率
0.00%
发文量
185
审稿时长
2.7 months
期刊介绍: Original research papers, reviews, and short research communications in any medical related area can be submitted to the Journal on the understanding that the work has not been published previously in whole or part and is not under consideration for publication elsewhere. Manuscripts in basic science and clinical medicine are both considered. There is no restriction on the length of research papers and reviews, although authors are encouraged to be concise. Short research communication is limited to be under 2500 words.
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