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通过系统生物学分析鉴定直肠癌患者新辅助放化疗反应预测的潜在基因和通路

Identification of potential genes and pathways for response prediction of neoadjuvant chemoradiotherapy in patients with rectal cancer by systemic biological analysis.

作者信息

Peng Qiliang, Lin Kaisu, Shen Yi, Zhou Ping, Fan Shaonan, Shen Yuntian, Zhu Yaqun

机构信息

Department of Radiotherapy and Oncology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215004, P.R. China.

Institute of Radiotherapy and Oncology, Soochow University, Jiangsu 215004, P.R. China.

出版信息

Oncol Lett. 2019 Jan;17(1):492-501. doi: 10.3892/ol.2018.9598. Epub 2018 Oct 18.

DOI:10.3892/ol.2018.9598
PMID:30655792
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6313202/
Abstract

Currently, neoadjuvant chemoradiotherapy (CRT) followed by radical surgery is the standard of care for locally advanced rectal cancer. However, to the best of our knowledge, there are no effective biomarkers for predicting patients who may benefit from neoadjuvant treatment. The aim of the current study was to screen potential crucial genes and pathways associated with the response to CRT in rectal cancer, and provide valid biological information to assist further investigation of CRT optimization. In the current study, differentially expressed (DE) genes were identified from the tumor samples of responders and non-responders to neoadjuvant CRT in the GSE35452 gene expression profile. Seven hub genes and one significant module were identified from the protein-protein interaction (PPI) network. Functional enrichment analysis of all the DE genes and the hub genes, retrieved from PPI network analysis, revealed their associations with CRT response. Genes were identified that may be used to discriminate patients who would or would not clinically benefit from neoadjuvant CRT. Several important pathways enriched by the DE genes, hub genes and selected module were identified, and revealed to be closely associated with radiation response, including excision repair, homologous recombination, Ras signaling pathway, the forkhead box O signaling pathway, focal adhesion and the Wnt signaling pathway. In conclusion, the current study demonstrated that the identified gene signatures and pathways may be used as molecular biomarkers for predicting CRT response. Furthermore, combinations of these biomarkers may be helpful for optimizing CRT treatment and promoting understanding of the molecular basis of response differences; this needs to be confirmed by further experiments.

摘要

目前,新辅助放化疗(CRT)后行根治性手术是局部晚期直肠癌的标准治疗方案。然而,据我们所知,尚无有效的生物标志物来预测哪些患者可能从新辅助治疗中获益。本研究的目的是筛选与直肠癌对CRT反应相关的潜在关键基因和通路,并提供有效的生物学信息,以协助进一步研究CRT的优化。在本研究中,从GSE35452基因表达谱中对新辅助CRT反应者和无反应者的肿瘤样本进行差异表达(DE)基因鉴定。从蛋白质-蛋白质相互作用(PPI)网络中鉴定出7个核心基因和1个显著模块。对所有DE基因和从PPI网络分析中检索出的核心基因进行功能富集分析,揭示了它们与CRT反应的关联。鉴定出了可用于区分临床上会或不会从新辅助CRT中获益的患者的基因。确定了由DE基因、核心基因和选定模块富集的几个重要通路,并发现它们与辐射反应密切相关,包括切除修复、同源重组、Ras信号通路、叉头框O信号通路、粘着斑和Wnt信号通路。总之,本研究表明,所鉴定的基因特征和通路可作为预测CRT反应的分子生物标志物。此外,这些生物标志物的组合可能有助于优化CRT治疗并促进对反应差异分子基础的理解;这需要通过进一步实验来证实。

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本文引用的文献

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Screening candidate microRNA-mRNA regulatory pairs for predicting the response to chemoradiotherapy in rectal cancer by a bioinformatics approach.通过生物信息学方法筛选候选 microRNA-mRNA 调控对,预测直肠癌对放化疗的反应。
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Colorectal cancer statistics, 2017.结直肠癌统计数据,2017 年。
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Niclosamide sensitizes triple-negative breast cancer cells to ionizing radiation in association with the inhibition of Wnt/β-catenin signaling.氯硝柳胺通过抑制Wnt/β-连环蛋白信号通路,使三阴性乳腺癌细胞对电离辐射敏感。
Oncotarget. 2016 Jul 5;7(27):42126-42138. doi: 10.18632/oncotarget.9704.
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Radiation Sensitivity in a Preclinical Mouse Model of Medulloblastoma Relies on the Function of the Intrinsic Apoptotic Pathway.髓母细胞瘤临床前小鼠模型中的辐射敏感性依赖于内源性凋亡途径的功能。
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