Qin Jian, Hu Shangshang, Chen Yuhan, Xu Mu, Xiao Qianni, Lou Jinwei, Ding Muzi, Sun Huiling, Xu Tao, Pan Yuqin, Wang Shukui
School of Medicine, Southeast University, Nanjing, China.
General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
Mol Carcinog. 2025 Apr;64(4):716-732. doi: 10.1002/mc.23882. Epub 2025 Jan 21.
Colorectal cancer (CRC) is one of the most common malignancies. Hypoxia can promote the occurrence and development of CRC. However, how hypoxia regulates the CRC immune microenvironment needs to be further explored. The bulk RNA sequencing data and clinicopathological information of CRC patients were enrolled from The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases. The single-cell RNA sequencing (scRNA-seq) datasets of CRC were collected from and analyzed from the GEO database and the ArrayExpress database. The score of the hypoxia gene set was estimated using the "ssGSEA" algorithm in the "GSVA" R package. The functional characteristics of CAF subtypes were studied by bioinformatics analysis and in vitro experiments, and a prognostic model was constructed based on machine learning correlation. Hypoxia is associated with poor prognosis in CRC patients. Periostin (POSTN) + Fib is a cancer-associated fibroblast (CAF) closely associated with hypoxia, and high infiltration of POSTN + Fib is associated with adverse outcomes in overall survival (OS) and relapse-free survival (RFS) in CRC patients. Hypoxia can induce POSTN expression and secretion in CAFs. Hypoxia-induced increase of POSTN expression in CAFs can significantly promote the migration and proliferation of CRC cells. Hypoxia-induced increase of POSTN expression in CAFs can significantly promote the proliferation and migration of CRC cells. The POSTNFib Hypoxia-Related Risk Model (PFHRM) can predict the survival and immunotherapy response of CRC patients. Our study identified a POSTNFib cell subpopulation closely associated with hypoxia, which promotes the malignant progression of CRC. The development of PFHRM provides a theoretical basis for improving patient survival and prognosis.
结直肠癌(CRC)是最常见的恶性肿瘤之一。缺氧可促进CRC的发生和发展。然而,缺氧如何调节CRC免疫微环境仍有待进一步探索。收集了来自癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)的CRC患者的批量RNA测序数据及临床病理信息。从GEO数据库和ArrayExpress数据库收集并分析了CRC的单细胞RNA测序(scRNA-seq)数据集。使用“GSVA”R包中的“ssGSEA”算法估计缺氧基因集的评分。通过生物信息学分析和体外实验研究了CAF亚型的功能特征,并基于机器学习相关性构建了预后模型。缺氧与CRC患者的不良预后相关。骨膜蛋白(POSTN)+成纤维细胞是一种与缺氧密切相关的癌症相关成纤维细胞(CAF),POSTN+成纤维细胞的高浸润与CRC患者总生存期(OS)和无复发生存期(RFS)的不良结局相关。缺氧可诱导CAF中POSTN的表达和分泌。缺氧诱导CAF中POSTN表达增加可显著促进CRC细胞的迁移和增殖。缺氧诱导CAF中POSTN表达增加可显著促进CRC细胞的增殖和迁移。POSTN成纤维细胞缺氧相关风险模型(PFHRM)可预测CRC患者的生存和免疫治疗反应。我们的研究确定了一个与缺氧密切相关的POSTN成纤维细胞亚群,其促进了CRC的恶性进展。PFHRM的开发为改善患者生存和预后提供了理论依据。