RNF43 p.G659fs 通过 PI3K/AKT/mTOR 信号通路和 HLA-E 上调导致 MSI-high 结直肠癌中 NK 细胞功能障碍
RNF43 p.G659fs leads to natural killer cell dysfunction in MSI-high colorectal cancer through PI3K/AKT/mTOR signaling and HLA-E up-regulation.
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:A Neuro-Immune Score Defines a Stromal-Neural and Immune-Segregated Microenvironment Associated with Poor Prognosis in Colorectal Cancer.
A Neuro-Immune Score Defines a Stromal-Neural and Immune-Segregated Microenvironment Associated with Poor Prognosis in Colorectal Cancer.
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结直肠癌的进展和治疗反应不仅取决于肿瘤内在程序,还取决于肿瘤微环境中的神经、基质和免疫成分。然而,能够同时捕捉神经/基质重塑和免疫激活且具有生物学可解释性的转录组评分仍然有限。
我们开发了一种神经免疫评分(NIS),定义为神经/基质模块评分减去免疫激活模块评分。NIS 基于合并的 TCGA-COAD/READ 结直肠癌队列构建,并在独立的 Gene Expression Omnibus(GEO)数据集中进行外部评估。
进一步整合单细胞 RNA 测序、聚焦配体-受体分析和空间转录组学,以表征 NIS 相关生物学的细胞来源、空间组织和潜在机制。高 NIS(NIS-high)在 bulk 转录组队列中与不良预后相关。外部验证表明,高 NIS 在 GSE39582 中与更差的无病生存期/无复发生存(DFS/RFS)显著相关,在 GSE17536 中与更差的总生存期相关。多队列荟萃分析进一步支持 NIS-high 与不良临床结局之间的一致关联。单细胞分析将 NIS-high 信号主要定位于胶质样细胞、成纤维细胞、周细胞、内皮细胞和恶性上皮细胞,而 CD8+ T 细胞和NK 细胞表现出低 NIS。
聚焦配体-受体分析提示,NIS-high 细胞区室可能通过 MIF-CD74/CXCR4、SPP1-CD44、细胞外基质(ECM)-整合素、TGF-β 和免疫检查点相关轴与免疫区室和肿瘤区室进行通讯。空间转录组学进一步表明,NIS 高区域富集于基质、神经/胶质样、血管/周细胞和肿瘤-基质生态位,而 NIS 低区域与免疫激活和细胞毒性 T/NK 细胞富集区域相关。NIS 捕捉了结直肠癌微环境的一种空间组织状态,其特征为神经/基质重塑、ECM 和血管/周细胞生态位激活,以及免疫激活相对减少或空间分隔。NIS 可能作为一种具有生物学可解释性的微环境分层评分,与不良结局相关。它也为未来针对基质重塑、髓系介导的免疫调节、神经相关信号传导和抗肿瘤免疫的研究提供了框架。
Colorectal cancer progression and therapeutic response are determined not only by tumor-intrinsic programs but also by neural, stromal, and immune components of the tumor microenvironment.
However, biologically interpretable transcriptomic scores that jointly capture neural/stromal remodeling and immune activation remain limited.
We developed a neuro-immune score (NIS), defined as the neural/stromal module score minus the immune activation module score. NIS was constructed using the combined TCGA-COAD/READ colorectal cancer cohort and externally evaluated in independent Gene Expression Omnibus (GEO) datasets. Single-cell RNA sequencing, focused ligand-receptor analysis, and spatial transcriptomics were further integrated to characterize the cellular origins, spatial organization, and potential mechanisms underlying NIS-associated biology. A high NIS (NIS-high) was associated with adverse prognosis in bulk transcriptomic cohorts. External validation demonstrated that a high NIS was significantly associated with worse disease-free survival/relapse-free survival (DFS/RFS) in GSE39582 and worse overall survival in GSE17536. A multi-cohort meta-analysis further supported a consistent association between NIS-high and poor clinical outcomes. Single-cell analysis localized the NIS-high signal mainly to glial-like cells, fibroblasts, pericytes, endothelial cells, and malignant epithelial cells, whereas CD8+ T cells and natural killer cells exhibited low NIS.
Focused ligand-receptor analysis suggested that NIS-high cellular compartments may communicate with immune and tumor compartments through MIF-CD74/CXCR4, SPP1-CD44, extracellular matrix (ECM)-integrin, TGF-β, and immune checkpoint-related axes. Spatial transcriptomics further demonstrated that NIS-high regions were enriched in stromal, neural/glial-like, vascular/pericyte, and tumor-stromal niches, whereas NIS-low regions were associated with immune-activated and cytotoxic T/NK cell-rich areas.
NIS captures a spatially organized state of the colorectal cancer microenvironment characterized by neural/stromal remodeling, activation of ECM and vascular/pericyte niches, and relatively reduced or spatially segregated immune activation. NIS may serve as a biologically interpretable microenvironment stratification score associated with adverse outcomes. It also provides a framework for future studies targeting stromal remodeling, myeloid-mediated immune regulation, neural-associated signaling, and antitumor immunity.
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