基于竞争性内源性RNA网络的癌症分子机制综合分析

IF 4.3 3区 医学 Q1 INTEGRATIVE & COMPLEMENTARY MEDICINE World Journal of Traditional Chinese Medicine Pub Date : 2023-01-01 DOI:10.4103/2311-8571.355010
Hongxuan Wu, Weichang Dai, Libo Wang, Jie Zhang, Chenglong Wang
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引用次数: 0

摘要

目的:探讨竞争性内源性RNA(ceRNA)在癌症(GC)中的调控机制,预测GC的预后。材料和方法:从癌症基因组图谱平台获得长非编码RNA(lncRNA)、微小RNA(miRNA)和mRNA的表达谱。筛选差异表达RNA(DERNAs)构建lncRNA-miRNA-mRNA-ceRNA网络。基因本体论和京都基因和基因组百科全书对ceRNA网络相关的差异表达mRNA(DEmRNAs)进行了分析。接下来,对DERNAs进行Cox回归和生存率分析,以确定GC患者的关键预后因素。结果:我们在GC患者中检测到1029个差异表达的lncRNA、104个差异表达miRNA和1659个DEmRNA。接下来,我们进行生物信息学分析,构建lncRNA-miRNA-mRNA-ceRNA网络,该网络包括10个miRNA、65个lncRNA和10个mRNA。随后,KaplanMeier(K-M)分析显示,高风险组的生存率明显低于低风险组,受试者操作特征曲线的曲线下面积值表明多基因模型具有良好的预测能力。结果表明,ADAMTS9-AS1、ATAD2和CADM2可能是GC的潜在治疗靶点和预后生物标志物。结论:本研究对胃癌的预后预测和监测具有重要意义,为胃癌的临床预后提供了新的理论和实验依据。
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Comprehensive analysis of the molecular mechanism for gastric cancer based on competitive endogenous RNA network
Objective: To explore the regulatory mechanism of competitive endogenous RNAs (ceRNA) in gastric cancer (GC) and to predict the prognosis of GC. Materials and Methods: Expression profiles of long noncoding RNAs (lncRNAs), microRNAs (miRNAs), and mRNAs were obtained from The Cancer Genome Atlas platform. Differentially expressed RNAs (DERNAs) were screened to construct a lncRNA-miRNA-mRNA ceRNA network. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses were performed on the ceRNA network-related differentially expressed mRNAs (DEmRNAs). Next, the DERNAs were subjected to Cox regression and survival analyses to identify crucial prognostic factors for patients with GC. Results: We detected 1029 differentially expressed lncRNAs, 104 differentially expressed miRNAs, and 1659 DEmRNAs in patients with GC. Next, we performed bioinformatic analysis to construct the lncRNA-miRNA-mRNA ceRNA network, which included 10 miRNAs, 65 lncRNAs, and 10 mRNAs. Subsequently, KaplanMeier (K-M) analysis showed that the survival rate of the high-risk group was significantly lower than that of the low-risk group, and the area under the curve value of the receiver operating characteristic curve revealed that the polygenic model had good predictive ability. The results indicated that ADAMTS9-AS1, ATAD2, and CADM2 might be potential therapeutic targets and prognostic biomarkers for GC. Conclusions: Our study has implications for predicting prognosis and monitoring surveillance of GC and provides a new theoretical and experimental basis for the clinical prognosis of GC.
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来源期刊
World Journal of Traditional Chinese Medicine
World Journal of Traditional Chinese Medicine Medicine-Complementary and Alternative Medicine
CiteScore
5.40
自引率
2.30%
发文量
259
审稿时长
24 weeks
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