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整合单细胞与空间转录组分析揭示 mCAF-SPP1⁺ 巨噬细胞-T 细胞串扰塑造结直肠癌肝转移中的免疫抑制生态位

英文原题:Integrated single-cell and spatial transcriptomic analysis reveals mCAF-SPP1⁺ macrophage-T cell crosstalk shaping immunosuppressive niches in colorectal cancer liver metastasis.

查看英文原题

Integrated single-cell and spatial transcriptomic analysis reveals mCAF-SPP1⁺ macrophage-T cell crosstalk shaping immunosuppressive niches in colorectal cancer liver metastasis.

PubMed 2026/03/10(内容时间) J Transl Med Q1 · IF 9.7(JCR 2025)

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研究概要

整合单细胞、空间和功能数据,我们定义了一个基质髓系生态位,该生态位是 CRC-LM 中免疫限制的基础,并突出了可操作的配体受体通路。三基因基质髓系特征为结直肠癌的风险分层和患者选择提供了一种简洁的、基于机制的工具。

研究思路结论见上方概要

结直肠癌肝转移(CRC-LM)预后差,对当前免疫治疗反应不佳。肝转移常表现为T细胞排斥,但基质与髓系回路如何共同塑造原发灶和转移灶中的T细胞状态,以及如何将其转化为稳健的预后标志物,仍不清楚。

我们整合了原发性结直肠癌和CRC-LM的多队列单细胞RNA测序数据集,以定义肿瘤相关巨噬细胞(TAMs)、癌相关成纤维细胞(CAFs)和T细胞亚群,并使用CellChat和NicheNet来映射配体受体网络及下游程序。结合cell2location去卷积的Visium空间转录组学描绘了CRC-LM中的基质免疫结构。在TCGA-COAD/READ和GSE39582中评估了源自关键群体的基质髓系基因特征,并使用GCC靶向的第二代CAR-T 模型来测试重组SPP1和MIF对肿瘤杀伤的影响。

在本研究中,我们发现CRC-LM中富集了应激反应型(TSTR)和耗竭型(Tex)T细胞,并具有反复出现的mCAF SPP1 TAM Tex/TSTR生态位。空间分析揭示了肿瘤-间质界面处刻板的3层组织结构,外层为mCAF带,内层为SPP1 TAM富集区,中间为TSTR/Tex带。通讯分析确定了SPP1 CD44、FN1 CD44和MIF/CXCL12是促进T细胞滞留、应激和耗竭的主要间质-髓系轴。在GCC导向的CAR-T 实验中,重组SPP1和MIF损害了肿瘤清除,而一个三基因间质-髓系特征(KLF2、ZBTB20、ARL4C)能够稳健地对复发和无病生存期进行分层,且独立于TNM分期。

展开英文摘要原文

Colorectal cancer liver metastasis (CRC-LM) carries poor prognosis and responds poorly to current immunotherapies. Liver metastases often display T-cell exclusion, but how stromal and myeloid circuits jointly shape T-cell states across primary and metastatic sites, and how to capture this in robust prognostic markers, remains unclear.

We integrated multi-cohort single-cell RNA sequencing datasets of primary colorectal cancer and CRC-LM to define tumour-associated macrophages (TAMs), cancer-associated fibroblasts (CAFs) and T-cell subsets, and used CellChat and NicheNet to map ligand receptor networks and downstream programs. Visium spatial transcriptomics with cell2location deconvolution delineated stromal immune architectures in CRC-LM. A stromal myeloid gene signature derived from key populations was evaluated in TCGA-COAD/READ and GSE39582, and a GCC-targeted second-generation CAR-T model was used to test the impact of recombinant SPP1 and MIF on tumour killing.

In this study, we found that CRC-LM were enriched for stress-response (TSTR) and exhausted (Tex) T cells and featured a recurrent mCAF SPP1 TAM Tex/TSTR niche. Spatial analysis revealed a stereotyped three-layer organization at the tumour stroma interface, with outer mCAF belts, inner SPP1 TAM rich zones and intervening TSTR/Tex bands. Communication analysis identified SPP1 CD44, FN1 CD44 and MIF/CXCL12 as dominant stromal myeloid axes promoting T-cell retention, stress and exhaustion. In GCC-directed CAR-T assays, recombinant SPP1 and MIF impaired tumour clearance, and a three-gene stromal myeloid signature (KLF2, ZBTB20, ARL4C) robustly stratified recurrence and disease-free survival independent of TNM stage.

Integrating single-cell, spatial and functional data, we define a stromal myeloid niche that underlies immune confinement in CRC-LM and highlight actionable ligand receptor pathways. The three-gene stromal myeloid signature provides a concise, mechanism-based tool for risk stratification and patient selection in colorectal cancer.

论文信息

作者
Chang M、Feng M、Lei Y、Wang Y、Bai L、Wang Y
第一作者单位
Division of Thoracic Tumour Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.China
通讯作者单位
Division of Thoracic Tumour Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China. wangys@scu.edu.cn.China
期刊
Journal of translational medicine2026 Mar 10
原文标识
PubMed 41807965 · DOI 10.1186/s12967-026-07978-6