{"title":"空间多组学揭示SPP1+成纤维细胞在决定结直肠癌肝转移代谢异质性和促进转移生长中的潜在参与。","authors":"Yuzhen Gao,Xiuping Zhang,Shenglong Xia,Qing Chen,Qinchao Tong,Shaobo Yu,Rui An,Cheng Cheng,Wenbo Zou,Leilei Liang,Xinyou Xie,Zhangfa Song,Rong Liu,Jun Zhang","doi":"10.1016/j.ymthe.2025.05.004","DOIUrl":null,"url":null,"abstract":"This study aims to investigate 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. 7 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, a 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.","PeriodicalId":19020,"journal":{"name":"Molecular Therapy","volume":"12 1","pages":""},"PeriodicalIF":12.1000,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Spatial Multi-Omics Reveals the Potential Involvement of SPP1+ Fibroblasts in Determining Metabolic Heterogeneity and Promoting Metastatic Growth of Colorectal Cancer Liver Metastasis.\",\"authors\":\"Yuzhen Gao,Xiuping Zhang,Shenglong Xia,Qing Chen,Qinchao Tong,Shaobo Yu,Rui An,Cheng Cheng,Wenbo Zou,Leilei Liang,Xinyou Xie,Zhangfa Song,Rong Liu,Jun Zhang\",\"doi\":\"10.1016/j.ymthe.2025.05.004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study aims to investigate 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. 7 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, a 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.\",\"PeriodicalId\":19020,\"journal\":{\"name\":\"Molecular Therapy\",\"volume\":\"12 1\",\"pages\":\"\"},\"PeriodicalIF\":12.1000,\"publicationDate\":\"2025-05-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Molecular Therapy\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.ymthe.2025.05.004\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Therapy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.ymthe.2025.05.004","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Spatial Multi-Omics Reveals the Potential Involvement of SPP1+ Fibroblasts in Determining Metabolic Heterogeneity and Promoting Metastatic Growth of Colorectal Cancer Liver Metastasis.
This study aims to investigate 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. 7 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, a 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.
期刊介绍:
Molecular Therapy is the leading journal for research in gene transfer, vector development, stem cell manipulation, and therapeutic interventions. It covers a broad spectrum of topics including genetic and acquired disease correction, vaccine development, pre-clinical validation, safety/efficacy studies, and clinical trials. With a focus on advancing genetics, medicine, and biotechnology, Molecular Therapy publishes peer-reviewed research, reviews, and commentaries to showcase the latest advancements in the field. With an impressive impact factor of 12.4 in 2022, it continues to attract top-tier contributions.