多组学分析确定乳腺癌干细胞的高危亚组,用于预后分层和个性化治疗。

IF 3.3 3区 医学 Q2 ONCOLOGY
Journal of Cancer Pub Date : 2025-02-28 eCollection Date: 2025-01-01 DOI:10.7150/jca.109589
Guixin Wang, Ziyi Chen, Yao Tian, Yuxin Zhu, Shuo Wang, Wenbin Song, Xin Wang, Yingxi Li
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引用次数: 0

摘要

背景:乳腺癌是全世界女性中最常见的恶性肿瘤。广泛的研究表明,肿瘤干细胞(CSCs)是肿瘤发生、进展、复发和治疗抵抗的关键驱动因素。然而,乳腺癌干细胞(BCSCs)的异质性及其在肿瘤微环境中的动态作用仍未充分了解。方法:本研究利用单细胞RNA测序数据集将乳腺癌微环境中的BCSCs分为两个亚组,并研究其假时间发育动力学。整合TCGA-BRCA的大量转录组学数据,以评估BCSCs-2亚组的预后意义和浸润丰度。功能富集、共表达网络分析和体细胞突变谱分析阐明了关键的生物学途径和遗传特征。此外,使用Connectivity Map数据库进行药物敏感性分析,以确定潜在的治疗策略。结果:共鉴定出459个BCSCs,并将其进一步划分为两个不同的亚群:BCSCs-1和BCSCs-2。BCSCs-2的高浸润与预后差和免疫抑制肿瘤微环境相关。共表达网络分析鉴定出16个与BCSCs-2相关的关键基因,而体细胞突变分析则揭示了与BCSCs-2浸润相关的不同突变模式。药物敏感性分析提示BCSCs-2高浸润患者可受益于经典化疗药物,如顺铂和其他新型治疗药物。结论:本研究为bscs在乳腺癌中的异质性和功能作用提供了新的见解。这些发现强调了BCSCs-2亚群对预后和治疗的重要性,为乳腺癌治疗的精准医学提供了潜在的生物标志物和治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Omics Profiling Identifies a High-Risk Subgroup of Breast Cancer Stem Cells for Prognostic Stratification and Personalized Treatment.

Background: Breast cancer is the most prevalent malignancy among females worldwide. Extensive research has highlighted cancer stem cells (CSCs) as critical drivers of tumor initiation, progression, recurrence, and therapy resistance. However, the heterogeneity of breast cancer stem cells (BCSCs) and their dynamic roles within the tumor microenvironment remain inadequately understood. Methods: This study utilized the single-cell RNA sequencing dataset to categorize BCSCs into two subgroups within the breast cancer microenvironment and investigate their pseudo-time developmental dynamics. Bulk transcriptomic data from TCGA-BRCA were integrated to assess the prognostic significance and infiltration abundance of the BCSCs-2 subgroup. Functional enrichment, co-expression network analysis, and somatic mutation profiling were performed to elucidate key biological pathways and genetic features. Additionally, drug sensitivity analyses were conducted using the Connectivity Map database to identify potential therapeutic strategies. Results: A total of 459 BCSCs were identified and further classified into two distinct subpopulations: BCSCs-1 and BCSCs-2. High infiltration of BCSCs-2 was associated with poor prognosis and an immunosuppressive tumor microenvironment. Co-expression network analysis identified 16 key genes linked to BCSCs-2, while somatic mutation analysis revealed distinct mutation patterns associated with its infiltration. Drug sensitivity analysis suggested that patients with high BCSCs-2 infiltration could benefit from classical chemotherapy agents, such as Cisplatin, and other novel therapeutic compounds. Conclusions: This study offers novel insights into the heterogeneity and functional roles of BCSCs in breast cancer. The findings highlight the prognostic and therapeutic importance of the BCSCs-2 subgroup, providing potential biomarkers and therapeutic targets for precision medicine in breast cancer management.

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来源期刊
Journal of Cancer
Journal of Cancer ONCOLOGY-
CiteScore
8.10
自引率
2.60%
发文量
333
审稿时长
12 weeks
期刊介绍: Journal of Cancer is an open access, peer-reviewed journal with broad scope covering all areas of cancer research, especially novel concepts, new methods, new regimens, new therapeutic agents, and alternative approaches for early detection and intervention of cancer. The Journal is supported by an international editorial board consisting of a distinguished team of cancer researchers. Journal of Cancer aims at rapid publication of high quality results in cancer research while maintaining rigorous peer-review process.
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