Suppr超能文献

miR - 224、miR - 147b和miR - 31通过调控PRPF4B、WDR82或NR3C2与肺腺癌的淋巴结转移及预后相关。

miR-224, miR-147b and miR-31 associated with lymph node metastasis and prognosis for lung adenocarcinoma by regulating PRPF4B, WDR82 or NR3C2.

作者信息

Wang Yan, Shang Shengtao, Yu Kun, Sun Hongbin, Ma Wenduan, Zhao Wei

机构信息

Department of Thoracic Surgery, China-Japan Union Hospital of Jilin University, Jilin, China.

Department of Thoracic Surgery, Baicheng Hospital of Traditional Chinese Medicine, Jilin, China.

出版信息

PeerJ. 2020 Nov 24;8:e9704. doi: 10.7717/peerj.9704. eCollection 2020.

Abstract

BACKGROUND

The present study is to screen lymph node metastasis-related microRNAs (miRNAs) in lung adenocarcinoma (LUAD) and uncover their underlying mechanisms.

METHODS

The miRNA microarray dataset was collected from the Gene Expression Omnibus database under accession number GSE64859. The differentially expressed miRNAs (DEMs) were identified using a t-test. Target genes of DEMs were predicted through the miRWalk2.0 database. The function of these target genes was annotated with the clusterProfiler and the Database for Annotation, Visualization and Integrated Discovery (DAVID) tools. Protein-protein interaction network was established using the STRING database to extract hub target genes. The expressions and associations with survival and lymph node metastasis of miRNAs and target genes were validated by analysis of The Cancer Genome Atlas (TCGA) dataset.

RESULTS

Eight DEMs were identified between lymph node metastasis and non-metastasis samples of GSE64859 dataset. miRNA-target gene pairs were predicted between six DEMs and 251 target genes (i.e. hsa-miR-224-PRPF4B, hsa-miR-147b-WDR82 and hsa-miR-31-NR3C2). The clusterProfiler analysis showed WDR82 was involved in the mRNA surveillance pathway, while the GO enrichment analysis using the DAVID database indicated PRPF4B participated in the protein phosphorylation and NR3C2 was related with the transcription, DNA-templated. WDR82 and PRPF4B may be hub genes because they could interact with others. Two DEMs (miR-31-5p and miR-31-3p) and 45 target genes (including PRPF4B and NR3C2) were significantly associated with overall survival. The expressions of miR-224 and miR-147b were validated to be upregulated, while WDR82, PRPF4B and NR3C2 were downregulated in lymph node metastasis samples of TCGA datasets compared with non-metastasis samples. Also, there were significantly negative expression correlations between miR-147b and WDR82, between miR-224 and PRPF4B, as well as between miR-31 and NR3C2 in LUAD samples.

CONCLUSIONS

The present study identified several crucial miRNA-mRNA interaction pairs, which may provide novel explanations for the lymph node metastasis and poor prognosis for LUAD patients.

摘要

背景

本研究旨在筛选肺腺癌(LUAD)中与淋巴结转移相关的微小RNA(miRNA),并揭示其潜在机制。

方法

从基因表达综合数据库中收集miRNA微阵列数据集,登录号为GSE64859。使用t检验鉴定差异表达的miRNA(DEM)。通过miRWalk2.0数据库预测DEM的靶基因。使用clusterProfiler和注释、可视化与综合发现数据库(DAVID)工具对这些靶基因的功能进行注释。使用STRING数据库建立蛋白质-蛋白质相互作用网络,以提取枢纽靶基因。通过分析癌症基因组图谱(TCGA)数据集验证miRNA和靶基因的表达及其与生存和淋巴结转移的相关性。

结果

在GSE64859数据集的淋巴结转移和非转移样本之间鉴定出8个DEM。预测了6个DEM与251个靶基因之间的miRNA-靶基因对(即hsa-miR-224-PRPF4B、hsa-miR-147b-WDR82和hsa-miR-31-NR3C2)。clusterProfiler分析显示WDR82参与mRNA监测途径,而使用DAVID数据库进行的基因本体(GO)富集分析表明PRPF4B参与蛋白质磷酸化,NR3C2与转录(DNA模板)相关。WDR82和PRPF4B可能是枢纽基因,因为它们可以与其他基因相互作用。两个DEM(miR-31-5p和miR-31-3p)和45个靶基因(包括PRPF4B和NR3C2)与总生存显著相关。与非转移样本相比,在TCGA数据集的淋巴结转移样本中,miR-224和miR-147b的表达被验证上调,而WDR82、PRPF4B和NR3C2的表达下调。此外,在LUAD样本中,miR-147b与WDR82、miR-224与PRPF4B以及miR-31与NR3C2之间存在显著的负表达相关性。

结论

本研究鉴定了几个关键的miRNA- mRNA相互作用对,这可能为LUAD患者的淋巴结转移和不良预后提供新的解释。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4410/7694553/20328df112e1/peerj-08-9704-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验