Luo Shan-Shan, Liao Xi-Wen, Zhu Xiao-Dong
Department of Gastrointestinal Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.
Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China.
J Cancer. 2019 Oct 17;10(25):6298-6313. doi: 10.7150/jca.33250. eCollection 2019.
: Using genome-wide screening, this study was aimed at identifying prognostic microRNA (miRNA) in those patients suffering from stomach adenocarcinoma (STAD). : A genome-wide miRNA sequencing dataset and relevant STAD clinical information was obtained via The Cancer Genome Atlas (TCGA). Prognostic miRNA selection was carried out through a whole genome multivariate Cox regression model in order to establish a prognostic STAD signature. : Eleven miRNAs (hsa-mir-509-2, hsa-mir-3917, hsa-mir-495, hsa-mir-653, hsa-mir-3605, hsa-mir-2115, hsa-mir-1292, hsa-mir-137, hsa-mir-6511b-1, hsa-mir-145, and hsa-mir-138-2) were recognized as prognostic and used for the construction of a STAD prognostic signature. This signature exhibited good performance in predicting prognosis (adjusted <0.0001, adjusted hazard ratio= 3.047, and 95% confidence interval=2.148-4.323). The time-dependent receiver operating characteristic examination exhibited area under curve values of 0.711, 0.697, 0.716, 0.733, 0.805, and 0.805, for 1-, 2-, 3-, 4-, 5-, and 10-year overall survival (OS) estimation, respectively. Comprehensive survival analysis suggests that the 11-miRNA prognostic signature acts as an independent feature of STAD prognosis and exhibits superior performance in OS prediction when compared to traditional clinical parameters. Furthermore, fourteen miRNA target genes were linked to STAD OS. These included and . Functional and gene set enrichment analysis suggested that target genes and the 11-miRNA prognostic signature were both participate in various biological processes and pathways, including the growth factor beta, Wnt, and Notch signaling pathways. : By means of a genome-wide analysis, an 11-miRNA expression signature that may serve as an underlying prognostic indicator for those patients suffering from STAD has been identified and described here.
本研究旨在通过全基因组筛查,鉴定胃腺癌(STAD)患者的预后微小RNA(miRNA)。通过癌症基因组图谱(TCGA)获得了全基因组miRNA测序数据集和相关的STAD临床信息。通过全基因组多变量Cox回归模型进行预后miRNA选择,以建立预后STAD特征。11种miRNA(hsa-mir-509-2、hsa-mir-3917、hsa-mir-495、hsa-mir-653、hsa-mir-3605、hsa-mir-2115、hsa-mir-1292、hsa-mir-137、hsa-mir-6511b-1、hsa-mir-145和hsa-mir-138-2)被确定为预后相关,并用于构建STAD预后特征。该特征在预测预后方面表现良好(调整后P<0.0001,调整后风险比=3.047,95%置信区间=2.148-4.323)。时间依赖性受试者工作特征检验显示,对于1年、2年、3年、4年、5年和10年总生存期(OS)估计,曲线下面积值分别为0.711、0.697、0.716、0.733、0.805和0.805。综合生存分析表明,11-miRNA预后特征是STAD预后的独立特征,与传统临床参数相比,在OS预测中表现出更好的性能。此外,14个miRNA靶基因与STAD OS相关。这些包括……功能和基因集富集分析表明,靶基因和11-miRNA预后特征均参与各种生物学过程和途径,包括生长因子β、Wnt和Notch信号通路。通过全基因组分析,本文鉴定并描述了一种11-miRNA表达特征,它可能作为STAD患者潜在的预后指标。