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一个包含八个基因的缺氧特征可预测胰腺癌的生存情况,并与肿瘤微环境的免疫抑制有关。

An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment.

机构信息

Thumbay Research Institute for Precision Medicine, Gulf Medical University, Ajman, United Arab Emirates.

Bioinformatics Division, Yenepoya Research Center, Yenepoya University, Mangalore, India.

出版信息

Front Immunol. 2021 May 20;12:680435. doi: 10.3389/fimmu.2021.680435. eCollection 2021.

Abstract

Intratumoral hypoxia is a widely established element of the pancreatic tumor microenvironment (TME) promoting immune escape, tumor invasion, and progression, while contributing to treatment resistance and poor survival. Despite this critical role, hypoxia is underrepresented in molecular signatures of pancreatic ductal adenocarcinoma (PDA) and concurrent investigations into the hypoxia-immune status are lacking. In this work a literature-based approach was applied to derive an eight-gene hypoxia signature that was validated in fourteen cancer cell lines and in a cohort of PDA. The eight-gene hypoxia signature was significantly associated with overall survival in two distinct PDA datasets and showed independent prognostic value in multivariate analysis. Comparative analysis of tumors according to their hypoxia score (high versus low) determined that tumors with high hypoxia were significantly less enriched in cytotoxic T-cells, and cytolytic activity. In addition, they had lower expression of cytokines and tumor inflammatory markers, pointing to the signature's ability to discern an immune "cold", hypoxic TME. Combining the signature with an immune metric highlighted a worse survival probability in patients with high hypoxia and low immune reactivity, indicating that this approach could further refine survival estimates. Hypoxia as determined by our signature, was significantly associated with certain immune checkpoint inhibitors (ICI) biomarkers, suggesting that the signature reflects an aspect of the TME that is worth pursuing in future clinical trials. This is the first work of its kind in PDA, and our findings on the hypoxia-immune tumor contexture are not only relevant for ICI but could also guide combinatorial hypoxia-mediated therapeutic strategies in this cancer type.

摘要

肿瘤内缺氧是胰腺肿瘤微环境(TME)的一个广泛存在的因素,促进免疫逃逸、肿瘤侵袭和进展,同时导致治疗耐药和预后不良。尽管缺氧具有如此关键的作用,但在胰腺导管腺癌(PDA)的分子特征中却没有得到充分体现,同时也缺乏对缺氧-免疫状态的并发研究。在这项工作中,应用了基于文献的方法来推导一个由 8 个基因组成的缺氧特征,该特征在 14 种癌细胞系和 PDA 队列中得到了验证。该 8 个基因的缺氧特征与两个不同的 PDA 数据集的总生存率显著相关,并在多变量分析中显示出独立的预后价值。根据其缺氧评分(高与低)对肿瘤进行比较分析,结果表明,缺氧程度高的肿瘤中细胞毒性 T 细胞和细胞溶解活性明显减少。此外,它们的细胞因子和肿瘤炎症标志物表达水平较低,表明该特征能够区分免疫“冷”、缺氧的 TME。将该特征与免疫指标相结合,突出了高缺氧和低免疫反应患者的生存概率更差,表明这种方法可以进一步细化生存估计。我们的特征所确定的缺氧与某些免疫检查点抑制剂(ICI)生物标志物显著相关,这表明该特征反映了 TME 的一个方面,值得在未来的临床试验中进一步研究。这是 PDA 中同类工作中的首例,我们关于缺氧-免疫肿瘤结构的发现不仅与 ICI 相关,而且还可以指导这种癌症类型的组合缺氧介导的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/318d/8173254/ca6d618cd44b/fimmu-12-680435-g001.jpg

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