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代谢抑制的癌症相关成纤维细胞限制了伴有肝转移的结直肠癌的免疫环境和生存期。

Metabolic-suppressed cancer-associated fibroblasts limit the immune environment and survival in colorectal cancer with liver metastasis.

作者信息

Wu Chenghao, Yu Shaobo, Wang Yanzhong, Gao Yuzhen, Xie Xinyou, Zhang Jun

机构信息

Department of Clinical Laboratory, Sir Run Run Shaw Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.

Key Laboratory of Precision Medicine in Diagnosis and Monitoring Research of Zhejiang Province, Hangzhou, Zhejiang, China.

出版信息

Front Pharmacol. 2023 Aug 31;14:1212420. doi: 10.3389/fphar.2023.1212420. eCollection 2023.

Abstract

Colorectal cancer liver metastasis is a major risk factor of poor outcomes, necessitating proactive interventions and treatments. Cancer-associated fibroblasts (CAFs) play essential roles in metastasis, with a focus on metabolic reprogramming. However, knowledge about associations between Cancer-associated fibroblasts metabolic phenotypes and immune cell is limited. This study uses single-cell and bulk transcriptomics data to decode roles of metabolism-related subtype of Cancer-associated fibroblasts and immune cells in liver metastasis, developing a CAF-related prognostic model for colorectal cancer liver metastases. In this study, Cancer-associated fibroblasts metabolism-related phenotypes were screened using comprehensive datasets from The Cancer Genome Atlas and gene expression omnibus (GEO). Cox regression and Lasso regression were applied to identify prognostic genes related to Cancer-associated fibroblasts, and a model was constructed based on the Cancer-associated fibroblasts subtype gene score. Subsequently, functional, immunological, and clinical analyses were performed. The study demonstrated the metabotropic heterogeneity of Cancer-associated fibroblasts cells. Cancer-associated fibroblasts cells with varying metabolic states were found to exhibit significant differences in communications with different immune cells. Prognostic features based on Cancer-associated fibroblasts signature scores were found to be useful in determining the prognostic status of colorectal cancer patients with liver metastases. High immune activity and an enrichment of tumor-related pathways were observed in samples with high Cancer-associated fibroblasts signature scores. Furthermore, Cancer-associated fibroblasts signature score could be practical in guiding the selection of chemotherapeutic agents with higher sensitivity. Our study identified a prognostic signature linked to metabotropic subtype of Cancer-associated fibroblasts. This signature has promising clinical implications in precision therapy for colorectal cancer liver metastases.

摘要

结直肠癌肝转移是导致不良预后的主要危险因素,因此需要积极的干预和治疗。癌症相关成纤维细胞(CAFs)在转移过程中起着至关重要的作用,其重点在于代谢重编程。然而,关于癌症相关成纤维细胞代谢表型与免疫细胞之间关联的知识有限。本研究使用单细胞和批量转录组学数据来解读癌症相关成纤维细胞和免疫细胞的代谢相关亚型在肝转移中的作用,开发了一种用于结直肠癌肝转移的CAF相关预后模型。在本研究中,使用来自癌症基因组图谱(The Cancer Genome Atlas)和基因表达综合数据库(gene expression omnibus,GEO)的综合数据集筛选癌症相关成纤维细胞的代谢相关表型。应用Cox回归和Lasso回归来识别与癌症相关成纤维细胞相关的预后基因,并基于癌症相关成纤维细胞亚型基因评分构建模型。随后,进行了功能、免疫和临床分析。该研究证明了癌症相关成纤维细胞的代谢异质性。发现具有不同代谢状态的癌症相关成纤维细胞在与不同免疫细胞的通讯中表现出显著差异。基于癌症相关成纤维细胞特征评分的预后特征被发现有助于确定结直肠癌肝转移患者的预后状态。在具有高癌症相关成纤维细胞特征评分的样本中观察到高免疫活性和肿瘤相关通路的富集。此外,癌症相关成纤维细胞特征评分在指导选择具有更高敏感性的化疗药物方面可能具有实用性。我们的研究确定了一种与癌症相关成纤维细胞代谢亚型相关的预后特征。该特征在结直肠癌肝转移的精准治疗中具有广阔的临床应用前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/820b/10501863/73d7d84cc7e5/fphar-14-1212420-g001.jpg

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