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NRF2 通路过度活化的非小细胞肺癌中免疫治疗反应标志物的异质性表达:PD-L1 及其他

英文原题:Heterogeneous expression of immunotherapy response markers in non-small cell lung cancer with hyperactive NRF2 pathway: PD-L1 and beyond.

PubMed 2025/10/10(内容时间) Redox Biol Q1 · IF 16.2(JCR 2025)

研究概要

对 n = 103 例 NSCLC 的组织病理学分析识别出一个 NRF2 高表达/PD-L1+ 且TIL(肿瘤浸润淋巴细胞)增多的肿瘤亚组,该亚组在组织学上可能代表 NRF2-high/ICI-Immune-high 亚型。

中文摘要

NRF2通路的激活突变是非小细胞肺癌(NSCLC)一种侵袭性、分子特征独特亚型的标志,该亚型预后不良且对免疫检查点抑制剂(ICI)耐药。本研究采用经验证的NRF2转录特征,以及从文献整理的、与ICI良好应答相关的47基因免疫特征(“ICI-Immune”特征),揭示了NRF2过度活化的肺腺癌(LUAD)和肺鳞状细胞癌(LUSC)中ICI应答标志物及肿瘤浸润免疫细胞表达的异质性。蛋白关联网络和基因表达相关性分析显示,NRF2与ICI-Immune基因集作为相互独立、联系较弱的转录模块发挥作用,ICI-Immune基因与NRF2活性无显著相关。将NSCLC按NRF2特征分为低表达组和高表达组后发现,NRF2高表达病例的肿瘤微环境总体免疫细胞较少;此外,还发现一组具有NRF2高表达表型但未记录NFE2L2/KEAP1突变的肿瘤。有趣的是,根据NRF2和ICI-Immune评分对NSCLC聚类后发现,多数NRF2高表达病例的ICI-Immune基因和肿瘤免疫浸润水平较低,但约占NRF2高表达病例三分之一的“NRF2高/ICI-Immune高”亚群具有ICI应答型癌症的分子特征,包括CD274/PD-L1及ICI-Immune特征上调、白细胞比例和免疫评分升高、肿瘤浸润免疫细胞增多,以及C2/IFN占主导的肿瘤免疫亚型更常见。对103例NSCLC进行组织病理分析,发现一组NRF2高表达、PD-L1阳性的肿瘤具有较多TIL(肿瘤浸润淋巴细胞),其组织学特征可能代表上述NRF2高/ICI-Immune高亚群。对KEAP1突变细胞进行实验并分析一组细胞系的组学数据发现,体外PD-L1 mRNA和蛋白水平并非由持续性NRF2激活所决定。这些结果加深了对NRF2过度活化NSCLC肿瘤微环境多样性的认识,并提出一种潜在的组织学方法,用于识别该亚群中可能对ICI应答的患者。

展开英文摘要原文

Activating mutations in the NRF2 pathway characterize an aggressive, molecularly distinct subtype of non-small cell lung cancer (NSCLC) associated with poor prognosis and resistance to immune checkpoint inhibitors (ICI). In this study, we used a validated NRF2 transcriptional signature along with a literature-curated, immune-related 47-gene set associated with favorable responses to ICI (the "ICI-Immune" signature) to demonstrate the heterogeneous expression of ICI response markers and tumor-infiltrating immune cells in lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC) with hyperactive NRF2. Protein association network and gene expression correlation analyses revealed that NRF2 and ICI-Immune gene sets operate as independent, loosely connected transcriptional modules, wherein the ICI-Immune genes show no significant correlation with NRF2 activity. Dichotomous categorization of NSCLC into NRF2-low and NRF2-high signature groups indicated an overall immune-depleted tumor microenvironment in NRF2-high cases, as well as identified a tumor subset exhibiting the NRF2-high phenotype without documented NFE2L2/KEAP1 mutations. Interestingly, clustering of NSCLC based on NRF2 and ICI-Immune scores showed that while most NRF2-high cases express low levels of ICI-Immune genes and tumor-immune infiltrates, a subset termed "NRF2-high/ICI-Immune-high", which makes up approximately one-third of NRF2-high cases, exhibits molecular features characteristic of ICI-responsive cancers. This encompasses CD274/PD-L1 and ICI-Immune signature upregulation, an increased leukocyte fraction, augmented immune scores and tumor-infiltrating immune cells, as well as a greater frequency of the C2/IFN -dominant tumor-immune subtype. Histopathological analysis of n = 103 NSCLC cases identified a subgroup of NRF2-high/PD-L1+ tumors with increased tumor-infiltrating lymphocytes (TIL), which may histologically represent the NRF2-high/ICI-Immune-high subset. Experiments in KEAP1-mutated cells and omics data from a panel of cell lines indicated that PD-L1 mRNA/protein levels are not dictated by constitutive NRF2 activation in vitro. These results advance our understanding of the tumor microenvironment diversity in NSCLC with hyperactive NRF2 and offer a potential histology-based method to identify ICI responders within this subset.

论文信息

作者
Almeida-Lima K、Falchetti M、Dos Santos B、Delgobo M、Gonçalves RM、Somensi N、Zancanaro HS、de Freitas JN
第一作者单位
Laboratory of Cancer Pharmacology, Department of Pharmacology, Universidade Federal de Santa Catarina (UFSC), Florianópolis, Santa Catarina, 88040-900, Brazil.Brazil
通讯作者单位
Laboratory of Cancer Pharmacology, Department of Pharmacology, Universidade Federal de Santa Catarina (UFSC), Florianópolis, Santa Catarina, 88040-900, Brazil. Electronic address: alfeu.zanotto@ufsc.br.Brazil
文献类型
非美国政府资助研究
期刊
Redox biology2025 Nov
原文标识
PubMed 41106040 · DOI 10.1016/j.redox.2025.103889