非小细胞肺癌合并恶性胸腔积液的回顾性预后评价及单细胞转录组学分析。

IF 1.7 4区 医学 Q4 ONCOLOGY
Translational cancer research Pub Date : 2025-06-30 Epub Date: 2025-06-25 DOI:10.21037/tcr-2024-2581
Peizhu Wu, Ran Gao, Kaikai Zhao, Xiangjiao Meng
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引用次数: 0

摘要

背景:恶性胸腔积液(MPE)和胸腔内灌注治疗对非小细胞肺癌(NSCLC)患者接受免疫化疗预后的影响尚不清楚。研究MPE的肿瘤微环境可能为改善预后提供有价值的见解,但目前在这一领域的研究有限。本研究旨在探讨免疫化疗时代MPE及胸膜内灌注治疗对预后的影响,寻找改善MPE患者预后的潜在治疗靶点。方法:本研究纳入2018年12月至2023年6月在山东省肿瘤医院和研究所接受一线免疫化疗的无驱动突变的晚期非小细胞肺癌患者。无进展生存期(PFS)和总生存期(OS)是主要终点。进行倾向评分匹配(PSM)和生存分析。原发肿瘤(PTs)和MPE单细胞数据来自GSE131907。本研究进行了细胞亚群比较、上皮细胞拷贝数变异(CNV)分析、恶性细胞差异基因表达分析、基因集变异分析(GSVA)、单细胞调控网络推断和聚类(SCENIC)分析以及细胞-细胞相互作用分析。结果:本研究共纳入116例MPE患者和279例非MPE患者;配对后,每组纳入112例患者。与没有MPE的患者相比,MPE患者的中位PFS和OS显著缩短(PFS: 8.0个月vs. 16.0个月)。未达到,vs. 11.0个月,P=0.09;OS: 20.0 vs. 19.0个月,P=0.77)。GTSF1、MAGEA3、XIST和FGB等基因在MPE恶性细胞中显著上调。在MPE微环境中,CD4 + T细胞是主要的T细胞亚群,幼稚B细胞选择性富集,单核/巨噬细胞占骨髓细胞的大多数。干扰素α反应通路在MPE的多种免疫细胞类型中都有富集,尽管这种富集可能没有统计学意义。干扰素调节因子9 (IRF9)在MPE的T细胞、自然杀伤细胞(NK)、B细胞和髓细胞中广泛上调。髓系细胞在MPE微环境中作为主要的信号发送者和受体,上皮细胞主要作为信号发送者。结论:在免疫化疗下,非小细胞肺癌伴MPE患者预后仍较差。这为接受标准一线治疗的非小细胞肺癌患者提供了一个额外的预后预测指标。然而,胸腔内输注现有药物并不能提高这些患者的生存率。MPE肿瘤细胞中某些基因的高表达可能部分解释了这一不利结果。调节I型干扰素(IFN-I)信号的IRF9在MPE中上调。因此,有针对性地将IFN-I输送到胸膜腔可能为MPE的治疗提供了一种可行的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Retrospective prognostic evaluation and single-cell transcriptomic analyses of non-small cell lung carcinoma with malignant pleural effusion.

Background: The impact of malignant pleural effusion (MPE) and intrapleural infusion therapy on the prognosis of non-small cell lung carcinoma (NSCLC) patients receiving immunochemotherapy remains unclear. Investigating the tumor microenvironment of MPE may offer valuable insights for improving outcomes, yet current research in this area is limited. The aim of this study is to explore the impact of MPE and intrapleural infusion therapy on prognosis in the era of immunochemotherapy, and to identify potential therapeutic targets for improving the prognosis of MPE patients.

Methods: This study included advanced NSCLC patients without driver mutations who underwent first-line immunochemotherapy at Shandong Cancer Hospital and Institute between December 2018 and June 2023. Progression-free survival (PFS) and overall survival (OS) were the primary endpoints. Propensity score matching (PSM) and survival analysis were performed. Single-cell data of primary tumors (PTs) and MPE were obtained from GSE131907. This study performed cell subpopulation comparison, copy number variation (CNV) analysis of epithelial cells, differential gene expression analysis of malignant cells, gene set variation analysis (GSVA), single-cell regulatory network inference and clustering (SCENIC) analysis, and cell-cell interaction analysis.

Results: A total of 116 patients with MPE and 279 patients without MPE were included in this study; after matching, each group included 112 patients. Patients with MPE had significantly shorter median PFS and OS compared to those without MPE (PFS: 8.0 vs. 16.0 months, P<0.001; OS: 20.0 months vs. not reached, P<0.001). Among MPE patients, intrapleural drug infusion did not significantly impact survival (PFS: 7.0 vs. 11.0 months, P=0.09; OS: 20.0 vs. 19.0 months, P=0.77). Genes such as GTSF1, MAGEA3, XIST, and FGB were significantly upregulated in malignant cells from MPE. In the MPE microenvironment, CD4⁺ T cells were the dominant T cell subset, naive B cells were selectively enriched, and monocytes/macrophages made up the majority of myeloid cells. The INTERFERON_ALPHA_RESPONSE pathway was enriched in diverse immune cell types from MPE, although this enrichment might not be statistically significant. Interferon regulatory factor 9 (IRF9) was widely upregulated in T cells, natural killer (NK) cells, B cells, and myeloid cells from MPE. Myeloid cells acted as the primary signal senders and receivers in the MPE microenvironment, while epithelial cells primarily functioned as signal senders.

Conclusions: Under immunochemotherapy, NSCLC patients with MPE still demonstrated poor prognosis. This provides an additional prognostic predictor for NSCLC patients receiving standard first-line treatment. However, intrapleural infusion of existing drugs did not improve survival in these patients. The high expression of certain genes in tumor cells from MPE may partly explain this unfavorable outcome. IRF9, which regulates type I interferon (IFN-I) signaling, was upregulated in MPE. Therefore, targeted delivery of IFN-I to the pleural cavity may offer a feasible approach for the treatment of MPE.

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来源期刊
CiteScore
2.10
自引率
0.00%
发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; 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 cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
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