Comprehensive single-cell atlas of colorectal neuroendocrine tumors with liver metastases: unraveling tumor microenvironment heterogeneity between primary lesions and metastases

IF 27.7 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecular Cancer Pub Date : 2025-01-21 DOI:10.1186/s12943-025-02231-y
Yiqiao Deng, Qichen Chen, Chengyao Guo, Jinghua Chen, Xin Li, Zhiyu Li, Yefan Zhang, Jianjun Zhao, Jianguo Zhou, Jianqiang Cai, Tao Yan, Xiaobing Wang, Xinyu Bi, Zhen Huang, Hong Zhao
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Abstract

Colorectal neuroendocrine tumors with liver metastases (CRNELM) are associated with a poorer prognosis compared to their nonmetastatic counterparts. A comprehensive understanding of the tumor microenvironment (TME) heterogeneity between primary lesions (PL) and liver metastases (LM) could provide crucial insights for enhancing clinical management strategies for these patients. We utilized single-cell RNA sequencing to analyze fresh tissue samples from CRNELM patients, aiming to elucidate the variations in TME between PL and LM. Complementary multidimensional validation was achieved through spatial transcriptomics, bulk RNA sequencing, and multiplex immunohistochemistry/immunofluorescence. Our single-cell RNA sequencing analysis revealed that LM harboured a higher proportion of CD8 + T cells, CD4 + T cells, NK cells, NKT cells, and B cells exhibiting a stress-like phenotype compared to PL. RGS5 + pericytes may play a role in the stress-like phenotype observed in immune cells within LM. MCs in PL (PL_MCs) and LM (LM_MCs) exhibit distinct activation of tumor-associated signaling pathways. Notably, COLEC11 + matrix cancer-associated fibroblasts (COLEC11_mCAFs) were found to be significantly associated with LM_MCs. Cell communication analysis unveiled potential targetable receptor-ligand interactions between COLEC11_mCAFs and LM_MCs. Multidimensional validation confirmed the prominence of the characteristic stress-like phenotypes, including HSPA6_CD8_Tstr, HSPA6_NK, and COLEC11_mCAFs in LM. Moreover, a higher abundance of COLEC11_mCAFs correlated with poorer survival rates in the neuroendocrine tumor patient cohort. Overall, our study provides the first single-cell analysis of the cellular and molecular differences between PL and LM in CRNELM patients. We identified distinct cell subsets and receptor-ligand interactions that may drive TME discrepancies and support metastatic tumor growth. These insights highlight potential therapeutic targets and inform strategies for better managing CRNELM patients.
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结直肠神经内分泌肿瘤伴肝转移的综合单细胞图谱:揭示原发病灶与转移灶间肿瘤微环境异质性
结直肠神经内分泌肿瘤伴肝转移(CRNELM)与非转移性肿瘤相比,预后较差。全面了解原发性病变(PL)和肝转移(LM)之间的肿瘤微环境(TME)异质性可以为加强这些患者的临床管理策略提供重要见解。我们利用单细胞RNA测序分析了来自CRNELM患者的新鲜组织样本,旨在阐明PL和LM之间TME的差异。通过空间转录组学、大量RNA测序和多重免疫组织化学/免疫荧光,实现了互补的多维验证。我们的单细胞RNA测序分析显示,与PL相比,LM具有更高比例的CD8 + T细胞、CD4 + T细胞、NK细胞、NKT细胞和B细胞表现出应激样表型。RGS5 +周细胞可能在LM免疫细胞中观察到的应激样表型中起作用。PL中的MCs (PL_MCs)和LM中的MCs (LM_MCs)表现出不同的肿瘤相关信号通路激活。值得注意的是,COLEC11 +基质癌相关成纤维细胞(COLEC11_mCAFs)被发现与LM_MCs显著相关。细胞通讯分析揭示了COLEC11_mCAFs和LM_MCs之间潜在的靶向受体-配体相互作用。多维度验证证实了LM中HSPA6_CD8_Tstr、HSPA6_NK和COLEC11_mCAFs等特征性应激样表型的显著性。此外,在神经内分泌肿瘤患者队列中,较高的COLEC11_mCAFs丰度与较差的生存率相关。总的来说,我们的研究首次对CRNELM患者的PL和LM之间的细胞和分子差异进行了单细胞分析。我们发现不同的细胞亚群和受体-配体相互作用可能驱动TME差异和支持转移性肿瘤生长。这些见解突出了潜在的治疗靶点,并为更好地管理CRNELM患者提供了策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Cancer
Molecular Cancer 医学-生化与分子生物学
CiteScore
54.90
自引率
2.70%
发文量
224
审稿时长
2 months
期刊介绍: Molecular Cancer is a platform that encourages the exchange of ideas and discoveries in the field of cancer research, particularly focusing on the molecular aspects. Our goal is to facilitate discussions and provide insights into various areas of cancer and related biomedical science. We welcome articles from basic, translational, and clinical research that contribute to the advancement of understanding, prevention, diagnosis, and treatment of cancer. The scope of topics covered in Molecular Cancer is diverse and inclusive. These include, but are not limited to, cell and tumor biology, angiogenesis, utilizing animal models, understanding metastasis, exploring cancer antigens and the immune response, investigating cellular signaling and molecular biology, examining epidemiology, genetic and molecular profiling of cancer, identifying molecular targets, studying cancer stem cells, exploring DNA damage and repair mechanisms, analyzing cell cycle regulation, investigating apoptosis, exploring molecular virology, and evaluating vaccine and antibody-based cancer therapies. Molecular Cancer serves as an important platform for sharing exciting discoveries in cancer-related research. It offers an unparalleled opportunity to communicate information to both specialists and the general public. The online presence of Molecular Cancer enables immediate publication of accepted articles and facilitates the presentation of large datasets and supplementary information. This ensures that new research is efficiently and rapidly disseminated to the scientific community.
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