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肿瘤细胞代谢异质性影响肺鳞状细胞癌的免疫学

英文原题:Metabolic heterogeneity in tumor cells impacts immunology in lung squamous cell carcinoma.

查看英文原题

Metabolic heterogeneity in tumor cells impacts immunology in lung squamous cell carcinoma.

PubMed 2025/02/09(内容时间) Oncoimmunology Q1 · IF 6.2(JCR 2025)

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中文摘要

代谢过程在免疫调节中至关重要,但代谢异质性对免疫功能的影响仍不清楚。将代谢组学整合到免疫学中,可以探索生物系统中多层特征的相互作用以及这些特征的分子调控机制。为了在肺鳞状细胞癌(LUSC)中阐明这一见解,我们分析了106例LUSC肿瘤组织。

我们进行了高分辨率基质辅助激光解吸/电离(MALDI)质谱成像(MSI)以获取空间代谢谱,并通过免疫组织化学检测肿瘤浸润T淋巴细胞(TILs)。采用无监督k-means聚类和Simpson多样性指数评估代谢异质性,识别出五个不同的代谢肿瘤亚群。

我们的研究结果揭示,TILs与代谢物分布特异性相关,而非随机分布。整合验证队列后,我们发现异质性相关代谢物与CD8+ TIL相关基因相互作用,影响生存。高代谢异质性与更差的生存和更低的TIL水平相关。通路富集分析突出了每个亚群中不同的代谢通路及其对化疗的潜在反应。

本研究揭示了代谢异质性对LUSC免疫功能的显著影响,为制定治疗策略提供了基础。

展开英文摘要原文

Metabolic processes are crucial in immune regulation, yet the impact of metabolic heterogeneity on immunological functions remains unclear. Integrating metabolomics into immunology allows the exploration of the interactions of multilayered features in the biological system and the molecular regulatory mechanism of these features. To elucidate such insight in lung squamous cell carcinoma (LUSC), we analyzed 106 LUSC tumor tissues.

We performed high-resolution matrix-assisted laser desorption/ionization (MALDI) mass spectrometry imaging (MSI) to obtain spatial metabolic profiles, and immunohistochemistry to detect tumor-infiltrating T lymphocytes (TILs). Unsupervised k-means clustering and Simpson's diversity index were employed to assess metabolic heterogeneity, identifying five distinct metabolic tumor subpopulations.

Our findings revealed that TILs are specifically associated with metabolite distributions, not randomly distributed. Integrating a validation cohort, we found that heterogeneity-correlated metabolites interact with CD8+ TIL-associated genes, affecting survival. High metabolic heterogeneity was linked to worse survival and lower TIL levels. Pathway enrichment analyses highlighted distinct metabolic pathways in each subpopulation and their potential responses to chemotherapy.

This study uncovers the significant impact of metabolic heterogeneity on immune functions in LUSC, providing a foundation for tailoring therapeutic strategies.

论文信息

作者
Wang Q、Sun N、Zhang C、Kunzke T、Zens P、Feuchtinger A、Berezowska S、Walch A
单位
Research Unit Analytical Pathology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.Germany
期刊
Oncoimmunology2025 Dec
原文标识
PubMed 39924768 · DOI 10.1080/2162402X.2025.2457797