Gao Yuzhen, Zhang Xiuping, Xia Shenglong, Chen Qing, Tong Qingchao, Yu Shaobo, An Rui, Cheng Cheng, Zou Wenbo, Liang Leilei, Xie Xinyou, Song Zhangfa, Liu Rong, Zhang Jun
Department of Clinical Laboratory, Sir Run Run Shaw Hospital of Zhejiang University School of Medicine, Hangzhou 310016, Zhejiang, China; Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou 310016, Zhejiang, China.
Faculty of Hepato-Pancreato-Biliary Surgery, The First Medical Center of Chinese People's Liberation Army (PLA) General Hospital, Beijing 100853, P.R. China.
Mol Ther. 2025 Aug 6;33(8):3680-3700. doi: 10.1016/j.ymthe.2025.05.004. Epub 2025 May 7.
This study investigates key microscopic regions involved in colorectal cancer liver metastasis (CRLM), focusing on the crucial role of cancer-associated fibroblasts (CAFs) in promoting tumor progression and providing molecular- and metabolism-level insights for its diagnosis and treatment using multi-omics. We followed 12 fresh surgical samples from 2 untreated CRLM patients. Among these, 4 samples were used for spatial transcriptomics (ST), 4 for spatial metabolomics, and 4 for single-cell RNA sequencing (scRNA-seq). Additionally, 92 frozen tissue samples from 40 patients were collected. Seven patients were used for immunofluorescence and RT-qPCR, while 33 patients were used for untargeted metabolomics. ST revealed that the spatial regions of CRLM consists of 7 major components, with fibroblast-dominated regions being the most prominent. These regions are characterized by diverse cell-cell interactions, and immunosuppressive and tumor growth-promoting environments. scRNA-seq identified that SPP1 fibroblasts interact with CD44 tumor cells, as confirmed through immunofluorescence. Spatial metabolomics revealed suberic acid and tetraethylene glycol as specific metabolic components of this structure, which was further validated by untargeted metabolomics. In conclusion, an SPP1 fibroblast-rich spatial region with metabolic reprogramming capabilities and immunosuppressive properties was identified in CRLM, which potentially facilitates metastatic outgrowth through interactions with tumor cells.
本研究调查了结直肠癌肝转移(CRLM)中涉及的关键微观区域,重点关注癌症相关成纤维细胞(CAFs)在促进肿瘤进展中的关键作用,并使用多组学为其诊断和治疗提供分子和代谢水平的见解。我们追踪了2例未经治疗的CRLM患者的12份新鲜手术样本。其中,4份样本用于空间转录组学(ST),4份用于空间代谢组学,4份用于单细胞RNA测序(scRNA-seq)。此外,还收集了40例患者的92份冷冻组织样本。7例患者用于免疫荧光和RT-qPCR,33例患者用于非靶向代谢组学。ST显示,CRLM的空间区域由7个主要成分组成,其中以成纤维细胞为主的区域最为突出。这些区域的特点是细胞间相互作用多样,以及免疫抑制和促进肿瘤生长的环境。scRNA-seq确定SPP1成纤维细胞与CD44肿瘤细胞相互作用,免疫荧光证实了这一点。空间代谢组学揭示了壬二酸和四甘醇是该结构的特定代谢成分,非靶向代谢组学进一步验证了这一点。总之,在CRLM中鉴定出一个富含SPP1成纤维细胞的具有代谢重编程能力和免疫抑制特性的空间区域,其可能通过与肿瘤细胞的相互作用促进转移灶生长。