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通过单细胞转录组分析深入了解肺腺癌和鳞癌肿瘤微环境的异质性:对不同免疫治疗结果的影响。

Insights into the heterogeneity of the tumor microenvironment in lung adenocarcinoma and squamous carcinoma through single-cell transcriptomic analysis: Implications for distinct immunotherapy outcomes.

机构信息

Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China.

出版信息

J Gene Med. 2024 Jun;26(6):e3694. doi: 10.1002/jgm.3694.

Abstract

BACKGROUND

Immune checkpoint blockade has emerged as a key strategy to the therapy landscape of non-small cell lung cancer (NSCLC). However, notable differences in immunotherapeutic outcomes exist between the two primary NSCLC subtypes: lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). This disparity may stem from the tumor immune microenvironment's heterogeneity at the transcriptome level.

METHODS

By integrative analysis of transcriptomic characterization of 38 NSCLC patients by single-cell RNA sequencing, the present study revealed a distinct tumor microenvironment (TME) between LUAD and LUSC, with relevant results further confirmed in bulk transcriptomic and multiplex immunofluorescence (mIF) validation cohort of neoadjuvant immunotherapy patients.

RESULTS

LUAD exhibited a more active immune microenvironment compared to LUSC. This included highly expression of HLA I/II in cancer cells, reinforced antigen presentation potential of dendritic cells and enhanced cytotoxic activity observed in T/NK cells. In LUSC, cancer cells highly expressed genes belonging to the aldo-keto reductases, glutathione S-transferases and aldehyde dehydrogenase family, negatively correlating with immunotherapy outcomes in the validation cohort of our center. Further analysis revealed elevated infiltrated cancer-associated fibroblasts (CAFs) in LUSC, which was corroborated in The Cancer Genome Atlas cohort. Corresponding increased infiltration of ADH1B+ CAFs in major pathologic response (MPR) patients and the higher presence of FAP+ CAFs in non-MPR patients were demonstrated by multiplex mIF. Moreover, upregulating immunosuppressive extracellular matrix remodeling was identified in LUSC.

CONCLUSIONS

These comprehensive analyses advance the understanding of the differences in TME between LUAD and LUSC, offering insights for patient selection and developing subtype-specific treatment strategies.

摘要

背景

免疫检查点阻断已成为非小细胞肺癌(NSCLC)治疗领域的关键策略。然而,在 NSCLC 的两个主要亚型——肺腺癌(LUAD)和肺鳞状细胞癌(LUSC)之间,免疫治疗的结果存在显著差异。这种差异可能源于转录组水平肿瘤免疫微环境的异质性。

方法

通过对 38 名 NSCLC 患者的单细胞 RNA 测序进行转录组特征的综合分析,本研究揭示了 LUAD 和 LUSC 之间明显不同的肿瘤微环境(TME),并在新辅助免疫治疗患者的批量转录组和多重免疫荧光(mIF)验证队列中进一步证实了相关结果。

结果

与 LUSC 相比,LUAD 表现出更活跃的免疫微环境。这包括癌细胞中 HLA I/II 的高表达、树突状细胞抗原呈递能力的增强以及 T/NK 细胞中细胞毒性活性的增强。在 LUSC 中,癌细胞高度表达属于醛酮还原酶、谷胱甘肽 S-转移酶和醛脱氢酶家族的基因,与本中心验证队列中的免疫治疗结果呈负相关。进一步的分析显示,LUSC 中浸润性癌相关成纤维细胞(CAFs)增加,在 The Cancer Genome Atlas 队列中得到了证实。通过多重 mIF 显示,在主要病理反应(MPR)患者中,ADH1B+CAFs 的浸润增加,而在非 MPR 患者中,FAP+CAFs 的存在增加。此外,还发现 LUSC 中存在上调的免疫抑制细胞外基质重塑。

结论

这些综合分析推进了对 LUAD 和 LUSC 之间 TME 差异的理解,为患者选择和制定亚型特异性治疗策略提供了思路。

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