Suppr超能文献

基于免疫细胞基因的膀胱癌甲基化重分类

A Methylation-Based Reclassification of Bladder Cancer Based on Immune Cell Genes.

作者信息

Luo Qizhan, Vögeli Thomas-Alexander

机构信息

Department of Urology, University Hospital RWTH Aachen, RWTH Aachen University, Pauwelsstrasse 30, 52074 Aachen, Germany.

出版信息

Cancers (Basel). 2020 Oct 20;12(10):3054. doi: 10.3390/cancers12103054.

Abstract

BACKGROUND

Bladder cancer is highly related to immune cell infiltration. This study aimed to develop a new classification of BC molecular subtypes based on immune-cell-associated CpG sites.

METHODS

The genes of 28 types of immune cells were obtained from previous studies. Then, methylation sites corresponding to immune-cell-associated genes were acquired. Differentially methylated sites (DMSs) were identified between normal samples and bladder cancer samples. Unsupervised clustering analysis of differentially methylated sites was performed to divide the sites into several subtypes. Then, the potential mechanism of different subtypes was explored.

RESULTS

Bladder cancer patients were divided into three groups. The cluster 3 subtype had the best prognosis. Cluster 1 had the poorest prognosis. The distribution of immune cells, level of expression of checkpoints, stromal score, immune score, ESTIMATEScore, tumor purity, APC co_inhibition, APC co_stimulation, HLA, MHC class_I, Type I IFN Response, Type II IFN Response, and DNAss presented significant differences among the three subgroups. The distribution of genomic alterations was also different.

CONCLUSIONS

The proposed classification was accurate and stable. BC patients could be divided into three subtypes based on the immune-cell-associated CpG sites. Specific biological signaling pathways, immune mechanisms, and genomic alterations were varied among the three subgroups. High-level immune infiltration was correlated with high-level methylation. The lower RNAss was associated with higher immune infiltration. The study of the intratumoral immune microenvironment may provide a new perspective for BC therapy.

摘要

背景

膀胱癌与免疫细胞浸润高度相关。本研究旨在基于免疫细胞相关的CpG位点开发一种新的膀胱癌分子亚型分类。

方法

从先前的研究中获取28种免疫细胞的基因。然后,获得与免疫细胞相关基因对应的甲基化位点。鉴定正常样本和膀胱癌样本之间的差异甲基化位点(DMS)。对差异甲基化位点进行无监督聚类分析,将这些位点分为几个亚型。然后,探索不同亚型的潜在机制。

结果

膀胱癌患者被分为三组。聚类3亚型预后最佳。聚类1预后最差。三组之间免疫细胞的分布、检查点的表达水平、基质评分、免疫评分、ESTIMATEScore、肿瘤纯度、APC共抑制、APC共刺激、HLA、MHC I类、I型干扰素反应、II型干扰素反应和DNAss均存在显著差异。基因组改变的分布也不同。

结论

所提出的分类准确且稳定。基于免疫细胞相关的CpG位点,膀胱癌患者可分为三种亚型。三个亚组之间特定的生物信号通路、免疫机制和基因组改变各不相同。高水平的免疫浸润与高水平的甲基化相关。较低的RNAss与较高的免疫浸润相关。肿瘤内免疫微环境的研究可能为膀胱癌治疗提供新的视角。

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