Xu Chengyuan, Zhang Siqi, Zhang Zhouyu, Zhang Luoqiu, Sun Bin, Yu Zicheng, Liu Hailong
Department of General, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, China.
Center for Clinical Research and Translational Medicine, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, China.
Front Immunol. 2025 Jun 5;16:1557564. doi: 10.3389/fimmu.2025.1557564. eCollection 2025.
The heterogeneity of colorectal cancer (CRC) and its complex immune microenvironment pose significant challenges for treatment. Understanding the cellular composition and dynamic changes is essential for uncovering mechanisms of tumour progression.
To investigate the cellular heterogeneity and immune microenvironment of CRC, identifying critical subpopulations, functional pathways, and prognostic biomarkers, single-cell transcriptomic data from 41 CRC samples across four datasets were integrated. Bioinformatic analyses identified cellular subpopulations, cell communication networks, and prognostic biomarkers. The expression patterns, clinical significance and biological function of were validated .
A distinct epithelial subpopulation with proliferative and invasive features was identified, promoting tumour progression by resisting apoptosis and remodelling the extracellular matrix. ActMono, a terminal state of myeloid cells, was enriched in tumours and linked to disease progression. Cell communication analysis highlighted galectin signalling in immune regulation. A prognostic model (CRS) based on secretory immune cell-related genes identified as a key molecule influencing the cell cycle and extracellular matrix remodelling, with its expression patterns, clinical significance and biological effects validated .
This study reveals critical subpopulations, signalling pathways, and biomarkers in CRC, providing insights into tumour progression and potential therapeutic strategies.
结直肠癌(CRC)的异质性及其复杂的免疫微环境给治疗带来了重大挑战。了解细胞组成和动态变化对于揭示肿瘤进展机制至关重要。
为了研究CRC的细胞异质性和免疫微环境,识别关键亚群、功能通路和预后生物标志物,整合了来自四个数据集的41个CRC样本的单细胞转录组数据。生物信息学分析确定了细胞亚群、细胞通讯网络和预后生物标志物。对[具体内容未给出]的表达模式、临床意义和生物学功能进行了验证。
鉴定出一个具有增殖和侵袭特征的独特上皮亚群,其通过抵抗细胞凋亡和重塑细胞外基质促进肿瘤进展。ActMono是髓系细胞的终末状态,在肿瘤中富集并与疾病进展相关。细胞通讯分析突出了半乳糖凝集素信号在免疫调节中的作用。基于分泌性免疫细胞相关基因的预后模型(CRS)确定[具体内容未给出]为影响细胞周期和细胞外基质重塑的关键分子,其表达模式、临床意义和生物学效应均得到验证。
本研究揭示了CRC中的关键亚群、信号通路和生物标志物,为肿瘤进展和潜在治疗策略提供了见解。