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肺腺癌预后相关miRNA生物信息学筛选及其临床意义
引用本文:张皓旻,杨波,陈红飞,迟小华,席义博,陈熙勐,郭斌,贺培凤,卢学春. 肺腺癌预后相关miRNA生物信息学筛选及其临床意义[J]. 中国应用生理学杂志, 2018, 34(6): 530-535. DOI: 10.12047/j.cjap.5755.2018.118
作者姓名:张皓旻  杨波  陈红飞  迟小华  席义博  陈熙勐  郭斌  贺培凤  卢学春
作者单位:1. 山西医科大学管理学院, 太原 030001;2. 中国人民解放军总医院南楼血液科 国家老年疾病临床医学研究中心, 北京 100853;3. 中国人民解放军火箭军总医院药剂科, 北京 100800
基金项目:2017年度国家老年疾病临床医学研究中心招标课题(NCRCG-PLAGH-2017011);解放军总医院转化医学项目(2017TM-020)
摘    要:目的:探讨肺腺癌预后相关miRNA组学特征及其临床意义。方法:应用癌症基因组图谱(TCGA)数据库,检索人肺腺癌miRNA表达谱数据,进行差异分析,再利用Cox风险回归模型筛选预后相关miRNA;利用mirwalk分析平台,对筛选出的miRNA进行靶向调控基因预测、KEGG功能富集分析,最后,预测出预后相关miRNA的功能。结果:共筛选肺腺癌差异miRNA46个,其中,上调19个、下调27个;通过Cox生存分析筛选到预后相关miRNA有6个,即hsa-mir-21、hsa-mir-142、hsa-mir-200a高表达,hsa-mir-101、hsa-let-7c、hsa-mir-378e低表达,其中hsa-mir-21、hsa-mir-378e与肺腺癌患者不良预后有关,生存期显著缩短(P<0.05,AUC=0.618)。KEGG分析上述预后相关miRNA靶向调控基因与免疫反应通路、miRNA与癌症通路、代谢通路等有关。结论:hsa-mir-21、hsa-mir-378e与肺腺癌预后不良有关,未来经进一步临床验证有可能作为肺腺癌预后相关的分子标记物。

关 键 词:肺腺癌  miRNA  TCGA  预后  生物信息学  
收稿时间:2018-09-25

Prognosis-related miRNA bioinformatics screening of lung adenocarcinoma and its clinical significance
ZHANG Hao-min,YANG Bo,CHEN Hong-fei,CHI Xiao-hua,XI Yi-bo,CHEN Xi-meng,GUO Bin,HE Pei-feng,LU Xue-chun. Prognosis-related miRNA bioinformatics screening of lung adenocarcinoma and its clinical significance[J]. Chinese journal of applied physiology, 2018, 34(6): 530-535. DOI: 10.12047/j.cjap.5755.2018.118
Authors:ZHANG Hao-min  YANG Bo  CHEN Hong-fei  CHI Xiao-hua  XI Yi-bo  CHEN Xi-meng  GUO Bin  HE Pei-feng  LU Xue-chun
Affiliation:1. Management School Shanxi Medical University, TaiYuan 030002;2. Department of Hematology, Nanlou Division, Chinese PLA General Hospital, National Clinical Research Center for Geriatric Diseases, Beijing 100853;3. Department of Pharmacy, Chinese PLA Rocket Force General Hospital, Beijing 100800, China
Abstract:Objective: To investigate the prognosis-related miRNA histological features and clinical significance of lung adenocarcinoma. Methods: Using The Cancer Genome Atlas (TCGA) data, the miRNA expression profile data of human lung adenocarcinoma were searched for differential analysis, and the prognosis-related miRNAs were screened by Cox risk regression model. The targeted miRNAs were predicted by mirwalk analysis platform, KEGG functional enrichment analysis, and finally, predict the function of prognosis-related miRNAs. Results: A total of 46 differential miRNAs in lung adenocarcinoma were screened, including 19 up-regulated and 27 down-regulated. Six prognostic-related miRNAs were screened by Cox survival analysis, namely hsa-mir-21, hsa-mir-142, hsa-mir-200a high expression, hsa-mir-101, hsa-let-7c, hsa-mir-378e low expression, hsa-mir-21 and hsa-mir-378e were associated with poor prognosis in patients with lung adenocarcinoma, and the survival time was shortened significantly (P<0.05, AUC=0.618). KEGG analysis showed that the above prognosis-related miRNA targeting regulatory genes were related with immune response pathways, miRNA and cancer pathways, metabolic pathways and so on. Conclusion: Hsa-mir-21 and hsa-mir-378e are associated with poor prognosis of lung adenocarcinoma, and may be used as a molecular marker for prognosis of lung adenocarcinoma after further clinical verification.
Keywords:lung adenocarcinoma  miRNA  TCGA  prognosis  bioinformatics  
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