Excavating regulated cell death signatures to predict prognosis, tumor microenvironment and therapeutic response in HR+/HER2- breast cancer

IF 5 2区 医学 Q2 Medicine Translational Oncology Pub Date : 2024-09-05 DOI:10.1016/j.tranon.2024.102117
Shuangshuang Mao , Yuanyuan Zhao , Huihua Xiong , Chen Gong
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Abstract

Regulated cell death (RCD) has been documented to have great potentials for discovering novel biomarkers and therapeutic targets in malignancies. But its role and clinical value in HR+/HER2- breast cancer, the most common subtype of breast cancer, are obscure. In this study, we comprehensively explored 12 types of RCD patterns and found extensive mutations and dysregulations of RCD genes in HR+/HER2- breast cancer. A prognostic RCD scoring system (CDScore) based on six critical genes (LEF1, SLC7A11, SFRP1, IGFBP6, CXCL2, STXBP1) was constructed, in which a high CDScore predicts poor prognosis. The expressions and prognostic value of LEF1 and SFRP1were also validated in our tissue microarrays. The nomogram established basing on CDScore, age and TNM stage performed satisfactory in predicting overall survival, with an area under the ROC curve of 0.89, 0.82 and 0.8 in predicting 1-year, 3-year and 5-year overall survival rates, respectively. Furthermore, CDScore was identified to be correlated with tumor microenvironments and immune checkpoints by excavation of bulk and single-cell sequencing data. Patients in CDScore high group might be resistant to standard chemotherapy and target therapy. Our results underlined the potential effects and importance of RCD in HR+/HER2- breast cancer and provided novel biomarkers and therapeutic targets for HR+/HER2- breast cancer patients.

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挖掘细胞死亡调控特征,预测HR+/HER2-乳腺癌的预后、肿瘤微环境和治疗反应。
有资料表明,调节性细胞死亡(RCD)在发现恶性肿瘤的新型生物标记物和治疗靶点方面具有巨大潜力。但它在乳腺癌中最常见的亚型--HR+/HER2-乳腺癌中的作用和临床价值尚不明确。在这项研究中,我们全面探讨了12种RCD模式,发现在HR+/HER2-乳腺癌中存在广泛的RCD基因突变和失调。基于六个关键基因(LEF1、SLC7A11、SFRP1、IGFBP6、CXCL2、STXBP1)构建了预后RCD评分系统(CDScore),其中CDScore越高,预后越差。我们的组织芯片也验证了 LEF1 和 SFRP1 的表达和预后价值。根据CDScore、年龄和TNM分期建立的提名图在预测总生存率方面表现令人满意,其预测1年、3年和5年总生存率的ROC曲线下面积分别为0.89、0.82和0.8。此外,通过挖掘大样本和单细胞测序数据,发现CDScore与肿瘤微环境和免疫检查点相关。CDScore高组患者可能对标准化疗和靶向治疗产生耐药性。我们的研究结果强调了RCD在HR+/HER2-乳腺癌中的潜在作用和重要性,并为HR+/HER2-乳腺癌患者提供了新的生物标记物和治疗靶点。
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来源期刊
CiteScore
8.40
自引率
2.00%
发文量
314
审稿时长
54 days
期刊介绍: Translational Oncology publishes the results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of oncology patients. Translational Oncology will publish laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer. Peer reviewed manuscript types include Original Reports, Reviews and Editorials.
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