Suppr超能文献

胰腺导管腺癌亚型中免疫浸润与临床结局的相关性

Relevance of Immune Infiltration and Clinical Outcomes in Pancreatic Ductal Adenocarcinoma Subtypes.

作者信息

Liu Rong, Liao Ya-Zhou, Zhang Wei, Zhou Hong-Hao

机构信息

Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, China.

Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, China.

出版信息

Front Oncol. 2021 Jan 6;10:575264. doi: 10.3389/fonc.2020.575264. eCollection 2020.

Abstract

PURPOSE

Pancreatic ductal adenocarcinoma (PDAC) is a lethal cancer with high heterogeneity and dismal survival rates. Tumor immune microenvironment plays a critical role in sensitive to chemotherapy and prognosis. Herein, we determined the relevance of the composition of tumor-infiltrating immune cells to clinical outcomes in PDACs, and we evaluated these effects by molecular subtype.

EXPERIMENTAL DESIGN

Data of 1,274 samples from publically available datasets were collected. Molecular subtypes were predicted with support vector machine. Twenty-two subsets of immune cells were estimated with CIBERSORTx. The associations between each cell subset and overall survival (OS), relapse free survival (RFS), and complete response (CR) to chemotherapy were evaluated, modelling cellular proportions as quartiles.

RESULTS

An immune-related cluster was identified with unsupervised hierarchical clustering of hallmark pathways. Of the immune cells investigated, M0 macrophages emerged as closely associated with worse OS (HR =1.23, 95% CI = 1.15-1.31, p=1.57×10) and RFS (HR = 1.14, 95% CI =1.04-1.25, p=2.93×10), regardless of molecular subtypes. The CD8+ T cells conferred favorable survival. The neutrophils conferred poor OS overall (HR=1.17, 95% CI=1.10-1.23, p=1.74×10) and within the classical subtype. In the basal-like subtype, activated mast cells were associated with worse OS. Consensus clustering revealed six immune subgroups with distinct survival patterns and CR rates. The higher expression of PD1 was associated with better OS.

CONCLUSIONS

The immune cellular composition infiltrate in PDAC are likely to have effects on prognosis. Further exploration of the cellular immune response has the potential to identify candidates for immunotherapy.

摘要

目的

胰腺导管腺癌(PDAC)是一种具有高度异质性和极低生存率的致命性癌症。肿瘤免疫微环境在化疗敏感性和预后方面起着关键作用。在此,我们确定了肿瘤浸润免疫细胞组成与PDAC临床结局的相关性,并通过分子亚型评估了这些影响。

实验设计

收集了来自公开可用数据集的1274个样本的数据。使用支持向量机预测分子亚型。用CIBERSORTx估计22个免疫细胞亚群。评估每个细胞亚群与总生存期(OS)、无复发生存期(RFS)以及化疗完全缓解(CR)之间的关联,将细胞比例建模为四分位数。

结果

通过对标志性通路进行无监督层次聚类,确定了一个免疫相关簇。在所研究的免疫细胞中,无论分子亚型如何,M0巨噬细胞均与较差的OS(HR = 1.23,95%CI = 1.15 - 1.31,p = 1.57×10)和RFS(HR = 1.14,95%CI = 1.04 - 1.25,p = 2.​​93×10)密切相关。CD8 + T细胞赋予良好的生存率。中性粒细胞总体上(HR = 1.17,95%CI = 1.10 - 1.23,p = 1.74×10)以及在经典亚型中与较差的OS相关。在基底样亚型中,活化的肥大细胞与较差的OS相关。一致性聚类揭示了六个具有不同生存模式和CR率的免疫亚组。PD1的高表达与较好的OS相关。

结论

PDAC中浸润的免疫细胞组成可能对预后有影响。进一步探索细胞免疫反应有可能识别出免疫治疗的候选者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f70/7815939/7c3b8570d003/fonc-10-575264-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验