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鉴定非小细胞肺癌患者对铂类治疗方案反应的蛋白生物标志物。

Identification of protein biomarkers for prediction of response to platinum-based treatment regimens in patients with non-small cell lung cancer.

机构信息

Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands.

OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands.

出版信息

Mol Oncol. 2024 Jun;18(6):1417-1436. doi: 10.1002/1878-0261.13555. Epub 2024 Jan 25.

Abstract

The majority of patients with resected stage II-IIIA non-small cell lung cancer (NSCLC) are treated with platinum-based adjuvant chemotherapy (ACT) in a one-size-fits-all approach. However, a significant number of patients do not derive clinical benefit, and no predictive patient selection biomarker is currently available. Using mass spectrometry-based proteomics, we have profiled tumour resection material of 2 independent, multi-centre cohorts of in total 67 patients with NSCLC who underwent ACT. Unsupervised cluster analysis of both cohorts revealed a poor response/survival sub-cluster composed of ~ 25% of the patients, that displayed a strong epithelial-mesenchymal transition signature and stromal phenotype. Beyond this stromal sub-population, we identified and validated platinum response prediction biomarker candidates involved in pathways relevant to the mechanism of action of platinum drugs, such as DNA damage repair, as well as less anticipated processes such as those related to the regulation of actin cytoskeleton. Integration with pre-clinical proteomics data supported a role for several of these candidate proteins in platinum response prediction. Validation of one of the candidates (HMGB1) in a third independent patient cohort using immunohistochemistry highlights the potential of translating these proteomics results to clinical practice.

摘要

大多数接受根治性 II-IIIA 期非小细胞肺癌(NSCLC)治疗的患者采用铂类辅助化疗(ACT)进行一刀切的治疗。然而,相当数量的患者并未从中获得临床获益,并且目前尚无预测患者选择的生物标志物。我们使用基于质谱的蛋白质组学对来自 2 个独立的、多中心队列的共 67 名接受 ACT 治疗的 NSCLC 患者的肿瘤切除标本进行了分析。对这两个队列进行无监督聚类分析,揭示了一个由约 25%的患者组成的不良反应/生存亚群,该亚群表现出强烈的上皮-间充质转化特征和基质表型。除了这个基质亚群之外,我们还鉴定并验证了与铂类药物作用机制相关的途径中的铂类反应预测生物标志物候选物,如 DNA 损伤修复,以及不太受预期的过程,如与肌动蛋白细胞骨架调节相关的过程。与临床前蛋白质组学数据的整合支持了这些候选蛋白中的几个在铂类反应预测中的作用。使用免疫组织化学在第三个独立的患者队列中验证其中一个候选物(HMGB1),突出了将这些蛋白质组学结果转化为临床实践的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d6b/11161729/c925c5269d35/MOL2-18-1417-g002.jpg

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