Lin Chung-Wu, Chang Kai-Ming, Ku Wen-Hui, Kao Kuo-Jang
Department of Molecular Medicine, Koo Foundation Sun Yat-Sen Cancer Center, Taipei City, Taiwan.
Taipei Institute of Pathology, Taipei City, Taiwan.
Breast Cancer (Auckl). 2025 Aug 24;19:11782234251363665. doi: 10.1177/11782234251363665. eCollection 2025.
Breast cancers (BRCs) can be classified into 6 molecular subtypes based on gene expression profiles. Previous research suggests that tumor-infiltrating lymphocytes are associated with metastasis-free survival (MFS) in triple-negative and HER2-overexpressing BRC.
Our study aims to investigate further how the immune response (IR) may impact MFS in different molecular subtypes of BRC.
A single hospital-based retrospective cohort study.
A training series of 327 BRCs was used to identify 297 IR transcripts that were correlated with the T cell-associated CD3D transcript or the B cell-associated CD19 transcript. Using these IR transcripts, each of the 6 molecular subtypes was hierarchically clustered into high and low immune responders. An IR score based on the average of the 297 IR transcripts was determined for each BRC. Correlations between the IR score and 3 signatures for IR or response to immune checkpoint inhibition therapy (ICIT) were investigated. A series of 884 BRCs from public datasets was used for confirmation, and the other independent series of 988 BRCs was used for validation.
For subtype I, high immune responders had a statistically significantly better MFS than low immune responders in all the training, confirmation, and validation series by Kaplan-Meier survival analysis ( = .0039, .049, .039, log-rank test). The same trend was observed for subtype II ( = .16, .052, .015) and subtype IV ( = .0078, .0002, .12). Our IR scores were linearly correlated with the Teschendorff, the T-effector and IFNg, and the T-cell inflamed signatures for IR or ICIT. The IR scores were also linearly correlated with the expression of 6 different immune checkpoint genes.
Tumor IR is a biomarker for MFS for BRCs of I, II, and IV subtypes. Our study supports the potential use of the IR score for identifying patients responsive to ICIT.
乳腺癌(BRCs)可根据基因表达谱分为6种分子亚型。先前的研究表明,肿瘤浸润淋巴细胞与三阴性和HER2过表达乳腺癌的无转移生存期(MFS)相关。
我们的研究旨在进一步探究免疫反应(IR)如何影响不同分子亚型乳腺癌的MFS。
一项基于单一医院的回顾性队列研究。
使用327例乳腺癌的训练系列来鉴定297个与T细胞相关的CD3D转录本或B细胞相关的CD19转录本相关的IR转录本。使用这些IR转录本,将6种分子亚型中的每一种分层聚类为高免疫反应者和低免疫反应者。为每个乳腺癌确定基于297个IR转录本平均值的IR评分。研究IR评分与3种IR或免疫检查点抑制疗法(ICIT)反应特征之间的相关性。使用来自公共数据集的884例乳腺癌系列进行确认,另一个988例乳腺癌的独立系列用于验证。
对于亚型I,通过Kaplan-Meier生存分析,在所有训练、确认和验证系列中,高免疫反应者的MFS在统计学上显著优于低免疫反应者(=0.0039、0.049、0.039,对数秩检验)。在亚型II(=0.16、0.052、0.015)和亚型IV(=0.0078、0.0002、0.12)中观察到相同趋势。我们的IR评分与Teschendorff、T效应器和IFNg以及IR或ICIT的T细胞炎症特征呈线性相关。IR评分也与6种不同免疫检查点基因的表达呈线性相关。
肿瘤IR是I、II和IV亚型乳腺癌MFS的生物标志物。我们的研究支持使用IR评分来识别对ICIT有反应的患者的潜力。