直肠癌化放疗疗效相关基因特征的鉴定:一项假说生成研究。

Characterization of the gene signature correlated with favorable response to chemoradiotherapy in rectal cancer: A hypothesis-generating study.

机构信息

Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Korea.

Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea.

出版信息

Cancer Med. 2023 Apr;12(7):8981-8990. doi: 10.1002/cam4.5586. Epub 2023 Jan 9.

Abstract

PURPOSE

This study aimed to define the gene signature associated with response to neoadjuvant chemoradiotherapy (nCRT), or chemoradiosensitivity (CRS) signature, in rectal cancer, and investigate the correlation between the CRS signature and characteristics of tumor.

MATERIALS AND METHODS

Three public microarray datasets of pre-nCRT rectal cancer were used to discover and validate the CRS signature, and the pathway analysis of the CRS signature was performed. Patients in The Cancer Genome Atlas (TCGA) dataset were stratified according to the CRS signature enrichment score, and mutational profile and proportions of infiltrated immune cells were compared.

RESULTS

In the discovery dataset (GSE53781), 95 genes were upregulated in complete responders compared to non-complete responders and defined as the CRS signature. Pathways regarding DNA replication and repair processes as well as inflammatory response were enriched in the CRS signature. In the validation datasets (GSE35452 and GSE45404), patients with favorable response to nCRT exhibited higher enrichment score of the CRS. In TCGA-READ cohort, patients with high CRS signature harbored KRAS mutation in lower frequency than those with low CRS signature. In addition, proportions of proinflammatory immune cells were higher, but proportion of immunosuppressive M2 macrophages was lower in patients with high CRS signature than those with low CRS signature.

CONCLUSIONS

The current integrative bioinformatic analysis suggests the CRS signature and showed that the CRS signature is associated with dissimilar mutational profile and increased immune response. The discovered CRS signature and related characteristics may serve as candidate of stratification factor in upcoming studies for rectal cancer.

摘要

目的

本研究旨在定义与新辅助放化疗(nCRT)反应或放化疗敏感性(CRS)相关的基因特征,即直肠癌的 CRS 特征,并探讨 CRS 特征与肿瘤特征之间的相关性。

材料与方法

使用三个直肠癌 nCRT 前的公共微阵列数据集来发现和验证 CRS 特征,并对 CRS 特征进行途径分析。根据 CRS 特征富集评分,对 TCGA 数据集的患者进行分层,并比较突变特征和浸润免疫细胞的比例。

结果

在发现数据集(GSE53781)中,与非完全缓解者相比,完全缓解者中有 95 个基因上调,并被定义为 CRS 特征。CRS 特征中富集了与 DNA 复制和修复过程以及炎症反应相关的途径。在验证数据集(GSE35452 和 GSE45404)中,nCRT 反应良好的患者表现出更高的 CRS 特征富集评分。在 TCGA-READ 队列中,CRS 特征高的患者中 KRAS 突变的频率低于 CRS 特征低的患者。此外,CRS 特征高的患者中促炎免疫细胞的比例较高,但抑炎 M2 巨噬细胞的比例较低。

结论

目前的综合生物信息学分析提示 CRS 特征与不同的突变特征和增强的免疫反应相关。所发现的 CRS 特征及相关特征可能作为未来直肠癌分层因素的候选。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a43e/10134325/3171d364ea2a/CAM4-12-8981-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