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胰腺癌中的高缺氧状态与免疫抑制性肿瘤微环境的多个特征有关。

High hypoxia status in pancreatic cancer is associated with multiple hallmarks of an immunosuppressive tumor microenvironment.

机构信息

Centre for Health and Life Sciences, Coventry University, Coventry, United Kingdom.

Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.

出版信息

Front Immunol. 2024 Mar 6;15:1360629. doi: 10.3389/fimmu.2024.1360629. eCollection 2024.

Abstract

INTRODUCTION

Pancreatic ductal adenocarcinoma (PDAC), the most common form of pancreatic cancer, is a particularly lethal disease that is often diagnosed late and is refractory to most forms of treatment. Tumour hypoxia is a key hallmark of PDAC and is purported to contribute to multiple facets of disease progression such as treatment resistance, increased invasiveness, metabolic reprogramming, and immunosuppression.

METHODS

We used the Buffa gene signature as a hypoxia score to profile transcriptomics datasets from PDAC cases. We performed cell-type deconvolution and gene expression profiling approaches to compare the immunological phenotypes of cases with low and high hypoxia scores. We further supported our findings by qPCR analyses in PDAC cell lines cultured in hypoxic conditions.

RESULTS

First, we demonstrated that this hypoxia score is associated with increased tumour grade and reduced survival suggesting that this score is correlated to disease progression. Subsequently, we compared the immune phenotypes of cases with high versus low hypoxia score expression (Hypoxia vs. Hypoxia) to show that high hypoxia is associated with reduced levels of T cells, NK cells and dendritic cells (DC), including the crucial cDC1 subset. Concomitantly, immune-related gene expression profiling revealed that compared to Hypoxia tumours, mRNA levels for multiple immunosuppressive molecules were notably elevated in Hypoxia cases. Using a Random Forest machine learning approach for variable selection, we identified (Galectin-3) as the top gene associated with high hypoxia status and confirmed its expression in hypoxic PDAC cell lines.

DISCUSSION

In summary, we demonstrated novel associations between hypoxia and multiple immunosuppressive mediators in PDAC, highlighting avenues for improving PDAC immunotherapy by targeting these immune molecules in combination with hypoxia-targeted drugs.

摘要

简介

胰腺导管腺癌(PDAC)是最常见的胰腺癌形式,是一种特别致命的疾病,通常诊断较晚,对大多数治疗方法都有抗性。肿瘤缺氧是 PDAC 的一个关键标志,并被认为有助于疾病进展的多个方面,如治疗抗性、侵袭性增加、代谢重编程和免疫抑制。

方法

我们使用 Buffa 基因特征作为缺氧评分,对 PDAC 病例的转录组数据集进行分析。我们进行了细胞类型去卷积和基因表达谱分析,以比较低氧评分和高氧评分病例的免疫表型。我们进一步通过在缺氧条件下培养的 PDAC 细胞系的 qPCR 分析来支持我们的发现。

结果

首先,我们证明了这个缺氧评分与肿瘤分级增加和生存时间缩短相关,表明这个评分与疾病进展相关。随后,我们比较了高氧评分和低氧评分病例的免疫表型(缺氧与非缺氧),表明高氧与 T 细胞、NK 细胞和树突状细胞(DC)水平降低有关,包括关键的 cDC1 亚群。同时,免疫相关基因表达谱分析显示,与缺氧肿瘤相比,缺氧病例中多个免疫抑制分子的 mRNA 水平显著升高。使用随机森林机器学习方法进行变量选择,我们确定 (半乳糖凝集素-3)是与高缺氧状态相关的顶级基因,并在缺氧 PDAC 细胞系中证实了其表达。

讨论

总之,我们在 PDAC 中证实了缺氧与多种免疫抑制介质之间的新关联,强调了通过靶向这些免疫分子与缺氧靶向药物联合使用来改善 PDAC 免疫治疗的途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a4d/10951397/374a43516851/fimmu-15-1360629-g001.jpg

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