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三阴性乳腺癌肿瘤免疫微环境基因表达特征用于预测预后、免疫治疗疗效及候选药物

英文原题:A tumor immune microenvironment gene expression signature for predicting prognosis, immunotherapy efficacy, and drug candidates in triple-negative breast cancer.

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A tumor immune microenvironment gene expression signature for predicting prognosis, immunotherapy efficacy, and drug candidates in triple-negative breast cancer.

PubMed 2025/11/10(内容时间) Front Immunol Q1 · IF 7(JCR 2025)

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研究概要

本研究确定 TIME-GES 是一种新型生物标志物,能够区分肿瘤免疫表型、预测免疫治疗反应并评估 TNBC 的预后。此外,TIME-GES 指导的筛选发现了 NCD,这是一种有前景的免疫调节剂,可重编程 TIME 并增强 TNBC 的抗肿瘤免疫。本研究既提供了一种稳健的免疫基因特征,也提供了一种候选治疗药物,以改善 TNBC 的免疫治疗结局。

研究思路结论见上方概要

免疫治疗已经改变了癌症治疗格局,但其在免疫学“冷”肿瘤患者中的疗效仍然有限。三阴性乳腺癌(TNBC)尽管PD-L1表达升高且肿瘤突变负荷高,却常表现为T细胞浸润不良,使其对免疫检查点阻断基本无应答。克服免疫抑制性肿瘤免疫微环境(TIME)仍是肿瘤学中的一大挑战。

我们通过对临床样本的转录组分析,定义了一个肿瘤免疫微环境基因表达特征(TIME-GES)。采用富集分析、免疫浸润分析、受试者工作特征分析和生存评估等代表性方法,评估了其性能与相关性。基于TIME-GES,我们筛选了1,865种天然化合物,并鉴定出氯化两面针碱(NCD)作为TNBC的潜在调节剂。通过流式细胞术和免疫荧光等代表性实验,检测了NCD对TNBC的体内疗效。通过RNA测序、定量PCR、Western blotting和细胞热位移实验,探讨了通过TIME-GES治疗TNBC的机制。

TIME-GES 能有效刻画多种癌症类型中的肿瘤免疫微环境。它能可靠区分肿瘤免疫表型并预测患者对免疫治疗的应答。此外,TIME-GES 与接受免疫治疗患者的生存结局密切相关,并且在 TCGA 泛癌队列中,无论治疗如何,它仍是总生存期和死亡的重要预后标志物。在 TIME-GES 的指导下,从天然产物库中鉴定出 NCD,并显示其可调节 TIME-GES 基因表达,并在体内显著抑制 TNBC 生长。NCD 通过上调 TIME-GES 基因并靶向 JAK2-STAT3 信号通路,增强 CD8 + T 细胞介导的抗肿瘤免疫,从而抑制肿瘤生长,并将 TIME 重编程为更具免疫活性的“热”表型。

展开英文摘要原文

Immunotherapy has transformed cancer treatment, but its efficacy remains limited in patients with immunologically "cold" tumors. Triple-negative breast cancer (TNBC), despite elevated PD-L1 expression and high tumor mutation burden, often exhibits poor T cell infiltration, rendering it largely unresponsive to immune checkpoint blockade. Overcoming the immunosuppressive tumor immune microenvironment (TIME) remains a major challenge in oncology.

We defined a tumor immune microenvironment gene expression signature (TIME-GES) through transcriptomic analysis of clinical samples. Its performance and relevance were evaluated using representative approaches including enrichment analysis, immune infiltration profiling, receiver operating characteristic analysis, and survival assessment. Based on TIME-GES, we screened 1,865 natural compounds and identified Nitidine Chloride (NCD) as a potential modulator in TNBC. In vivo efficacy of NCD against TNBC was examined by representative assays such as flow cytometry and immunofluorescence. Mechanistic insights into TNBC treatment via TIME-GES were explored through RNA sequencing, quantitative PCR, Western blotting, and cellular thermal shift assay.

TIME-GES effectively characterizes the tumor immune microenvironment across diverse cancer types. It reliably distinguishes tumor immune phenotypes and predicts patient responses to immunotherapy. Moreover, TIME-GES is strongly associated with survival outcomes in patients receiving immunotherapy and remains a significant prognostic marker for overall survival and mortality in TCGA pan-cancer cohorts, regardless of treatment. Guided by TIME-GES, NCD was identified from a natural product library and shown to modulate TIME-GES gene expression and significantly inhibit TNBC growth in vivo . NCD enhances CD8 + T cell-mediated antitumor immunity by upregulating TIME-GES genes and targeting the JAK2-STAT3 signaling pathway, resulting in suppressed tumor growth and reprogramming of the TIME toward a more immunologically active, "hot" phenotype.

This study identified TIME-GES as a novel biomarker capable of distinguishing tumor immune phenotypes, predicting immunotherapy response, and evaluating prognosis in TNBC. Furthermore, TIME-GES-guided screening led to the discovery of NCD, a promising immunomodulatory agent that reprograms the TIME and enhances anti-tumor immunity in TNBC. This study offers both a robust immune gene signature and a candidate therapeutic to improve immunotherapy outcomes in TNBC.

论文信息

作者
Bai L、Zhou Z、Yu Q、Ye Z、Li Q、Li S、Li C、Hu Y
第一作者单位
School of Pharmacy, State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu, China.China
通讯作者单位
School of Basic Medical Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China.China
期刊
Frontiers in immunology2025
原文标识
PubMed 41293150 · DOI 10.3389/fimmu.2025.1676768