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多组学分析通过三阴性乳腺癌免疫治疗反应的预后特征揭示免疫景观多样性

英文原题:Multi-omics profiling unravel the immune landscape diversity by prognostic signatures of immunotherapy response in triple-negative breast cancer.

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Multi-omics profiling unravel the immune landscape diversity by prognostic signatures of immunotherapy response in triple-negative breast cancer.

PubMed 2025/12/18(内容时间) Front Immunol Q1 · IF 7(JCR 2025)

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研究概要

我们开发并验证了一个用于预测 TNBC 预后和免疫治疗反应的免疫相关特征。该特征反映了潜在的免疫景观异质性,并为患者分层和免疫治疗规划提供了关键方法。

研究思路结论见上方概要

三阴性乳腺癌(TNBC)仍然是一种具有挑战性的恶性肿瘤,治疗选择有限,对免疫检查点抑制剂(ICIs)的反应各异。肿瘤免疫浸润显著影响免疫治疗的结果。迫切需要新的生物标志物,整合肿瘤内在特征和免疫相关特征,以更好地对患者进行分层并剖析免疫微环境。

我们研究了TNBC患者内部队列中的肿瘤免疫浸润,并使用多重免疫荧光评估了其预后意义。然后,我们整合了结合bulk和单细胞RNA测序的多组学方法,以开发预后特征。该模型在三个独立的外部队列和额外的免疫治疗队列中进行了验证。使用CIBERSORT评估免疫细胞浸润,并通过CellChat分析表征细胞通讯网络。在TNBC细胞系中,使用敲低和过表达技术以及进一步的功能实验,对关键基因进行了表达和功能研究。

我们内部的TNBC患者队列显示出不同的TIME特征,高CD8+ T细胞密度(HR = 0.22,95%CI:0.05-0.92,P = 0.0164)和低Treg密度(HR = 5.836,95%CI:1.60-21.37,P = 0.0004)均与总生存期改善独立相关。通过对肿瘤和免疫特征的综合表征,建立了一个由CD276、MS4A1、IGFBP1和CD200组成的四基因预后特征。该特征将TNBC患者分为具有不同生存结局的不同风险分层,并区分了肿瘤免疫浸润状况。低风险组表现出增强的免疫浸润、效应T细胞活性以及对ICIs治疗的良好反应。相反,高风险组显示出免疫抑制性微环境。免疫荧光揭示了MS4A1、CD200与CD8+ T细胞之间的空间关联和潜在功能相互作用。体外研究表明,CD276促进细胞生长和迁移,而IGFBP1发挥保护作用。

展开英文摘要原文

Triple-negative breast cancer (TNBC) remains a challenging malignancy with limited therapeutic options and variable responses to immune checkpoint inhibitors (ICIs). The tumor immune infiltration significantly influences the outcomes of immunotherapy treatments. Novel biomarkers are urgently needed which integrate both tumor-intrinsic and immune-related features to better stratify patients and dissect the immune microenvironment.

We investigated the tumor immune infiltration and assessed its prognostic significance in an internal cohort of TNBC patients using multiplex immunofluorescence. Then we integrated multi-omics approach that combines bulk and single-cell RNA sequencing to develop a prognostic signature. The model underwent validation across three independent external cohorts and additional immunotherapy cohorts. Immune cell infiltration was assessed using CIBERSORT, and cellular communication networks were characterized through CellChat analysis. Expression and functional investigations of key genes were conducted in TNBC cell lines using knockdown and overexpression techniques and further functional assays.

Our internal cohort of patients with TNBC revealed distinct TIME profiles and both high CD8 + T cell density (HR = 0.22, 95%CI: 0.05-0.92, P = 0.0164) and low Treg density (HR = 5.836, 95%CI: 1.60-21.37, P = 0.0004) were independently associated with improved overall survival. Integrated characterization of tumor and immune features, a four-gene prognostic signature comprising CD276, MS4A1, IGFBP1, and CD200 was established. The signature categorized TNBC patients into distinct risk strata exhibiting varied survival outcomes and distinguished tumor immune infiltration conditions. The low-risk group exhibited enhanced immune infiltration, effector T cell activity, and favorable responses to ICIs therapy. Conversely, the high-risk group showed an immunosuppressive microenvironment. Immunofluorescence revealed a spatial association and potential functional interplay between MS4A1, CD200 and CD8 + T cells. In vitro researches demonstrated that CD276 enhances cell growth and migration, whereas IGFBP1 exerts protective effects.

We developed and validated an immune-related signature for predicting TNBC outcomes and immunotherapy response. This signature reflects underlying immune landscape heterogeneity and provides a crucial method for patient stratification and immunotherapeutic planning.

论文信息

作者
Chai R、Zhang Z、Gong Z、Li Q、Dong C
单位
Department of Oncology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.China
期刊
Frontiers in immunology2025
原文标识
PubMed 41488652 · DOI 10.3389/fimmu.2025.1735893