磷酸葡萄糖异构酶基因表达作为癌症预后生物标志物

IF 7 2区 医学 Q1 ONCOLOGY Chinese Journal of Cancer Research Pub Date : 2019-10-01 DOI:10.21147/j.issn.1000-9604.2019.05.07
Han-Chen Huang, X. Wen, Hua Xue, Run-sheng Chen, J. Ji, Lei Xu
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引用次数: 11

摘要

目的肿瘤异质性使得癌症(GC)合适生物标志物的鉴定具有挑战性。在这里,我们旨在通过计算分析来确定GC的预后基因。方法我们首次使用微阵列技术对198例胃癌和配对非肿瘤组织的基因表达进行了分析。基于这些特征和患者的临床信息,我们接下来使用新的计算方法确定预后基因。磷酸葡萄糖异构酶,也称为葡萄糖-6-磷酸异构酶(GPI),在27个候选基因中排名第一,通过一种新的分析工具,即环境基因组-表型(E-GPS)分析进行了进一步研究。GPI作为预后标志物的适用性及其与代谢、上皮-间质转化(EMT)等生理过程以及药物敏感性的关系使用我们自己和独立的公共数据集进行了评估。结果GC中GPI的高表达与患者生存期延长有关。特别地,CDH2和GPI表达的组合有效地对TNM II/III期患者的结果进行了分层。肿瘤组织中GPI的下调与葡萄糖代谢和脂肪酸合成的抑制以及脂肪酸氧化和肌酸代谢的增强密切相关,表明GPI是GC细胞中EMT概率增加的合适标志物。结论我们的研究结果有力地表明,GPI是GC预后的一种新的候选生物标志物,可以大大增强GC患者的临床管理。与GPI相关的潜在代谢重组也为研究癌症代谢与患者生存之间的关系提供了新的见解。
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Phosphoglucose isomerase gene expression as a prognostic biomarker of gastric cancer
Objective Tumor heterogeneity renders identification of suitable biomarkers of gastric cancer (GC) challenging. Here, we aimed to identify prognostic genes of GC using computational analysis. Methods We first used microarray technology to profile gene expression of GC and paired nontumor tissues from 198 patients. Based on these profiles and patients’ clinical information, we next identified prognostic genes using novel computational approaches. Phosphoglucose isomerase, also known as glucose-6-phosphate isomerase (GPI), which ranked first among 27 candidate genes, was further investigated by a new analytical tool namely enviro-geno-pheno-state (E-GPS) analysis. Suitability of GPI as a prognostic marker, and its relationship with physiological processes such as metabolism, epithelial-mesenchymal transition (EMT), as well as drug sensitivity were evaluated using both our own and independent public datasets. Results We found that higher expression of GPI in GC correlated with prolonged survival of patients. Particularly, a combination of CDH2 and GPI expression effectively stratified the outcomes of patients with TNM stage II/III. Down-regulation of GPI in tumor tissues correlated well with depressed glucose metabolism and fatty acid synthesis, as well as enhanced fatty acid oxidation and creatine metabolism, indicating that GPI represents a suitable marker for increased probability of EMT in GC cells. Conclusions Our findings strongly suggest that GPI acts as a novel biomarker candidate for GC prognosis, allowing greatly enhanced clinical management of GC patients. The potential metabolic rewiring correlated with GPI also provides new insights into studying the relationship between cancer metabolism and patient survival.
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来源期刊
自引率
9.80%
发文量
1726
审稿时长
4.5 months
期刊介绍: Chinese Journal of Cancer Research (CJCR; Print ISSN: 1000-9604; Online ISSN:1993-0631) is published by AME Publishing Company in association with Chinese Anti-Cancer Association.It was launched in March 1995 as a quarterly publication and is now published bi-monthly since February 2013. CJCR is published bi-monthly in English, and is an international journal devoted to the life sciences and medical sciences. It publishes peer-reviewed original articles of basic investigations and clinical observations, reviews and brief communications providing a forum for the recent experimental and clinical advances in cancer research. This journal is indexed in Science Citation Index Expanded (SCIE), PubMed/PubMed Central (PMC), Scopus, SciSearch, Chemistry Abstracts (CA), the Excerpta Medica/EMBASE, Chinainfo, CNKI, CSCI, etc.
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