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肝硬化中微小RNA及其靶标的计算鉴定

Computational identification of microRNAs and their targets in liver cirrhosis.

作者信息

Du Hongbo, Yu Hao, Yang Yuying, Song Yuanyuan, Wang Fei, Li Shangheng, Jiang Yuyong

机构信息

Department of Gastroenterology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, P.R. China.

Department of Integrated Traditional and Western Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, P.R. China.

出版信息

Oncol Lett. 2017 Dec;14(6):7691-7698. doi: 10.3892/ol.2017.7252. Epub 2017 Oct 23.

Abstract

Previous studies have revealed that the deregulation of circulating miRNAs is associated with liver cirrhosis. The present study aimed to identify reliable candidate biomarkers to improve the early detection of liver cirrhosis. An integrated analysis of expression profiles of microRNAs (miRNAs/miRs) and mRNAs in liver cirrhosis tissues from the GEO database was performed. Next, the regulatory targets of the differentially expressed miRNAs in liver cirrhosis tissues were predicted. In addition, a regulatory network of miRNA-target genes was constructed. A total of 4 eligible mRNA expression profiling studies and 2 miRNA expression profiling studies met the inclusion criteria, and were thus included. A total of 48 differentially expressed miRNAs and 1,773 differentially expressed genes were identified in liver cirrhosis tissues compared with normal tissues. There were 240 miRNA-target pairs whose expression was negatively correlated. In the miRNA-target regulatory network, overexpression of miR-21 and miR-199a-3p was suggested to be closely associated with the progression of liver cirrhosis. In addition, functional enrichment analysis of the target genes indicated that cell cycle was the most significantly enriched pathway, and the dysregulation of leukemia inhibitory factor, cancerous inhibitor of protein phosphatase 2A and retinoblastoma-associated protein 1 clearly suggested their importance in the development of liver cirrhosis. We hypothesized that miR-21 and miR-199a-3p may be promising non-invasive diagnostic biomarkers for the early diagnosis of liver cirrhosis. The miRNA-target regulatory network may provide additional insight into the current data regarding the role of miRNAs in liver cirrhosis.

摘要

先前的研究表明,循环miRNA的失调与肝硬化有关。本研究旨在确定可靠的候选生物标志物,以改善肝硬化的早期检测。对来自基因表达综合数据库(GEO数据库)的肝硬化组织中的微小RNA(miRNA/miR)和信使核糖核酸(mRNA)表达谱进行了综合分析。接下来,预测了肝硬化组织中差异表达miRNA的调控靶点。此外,构建了miRNA-靶基因调控网络。共有4项符合条件的mRNA表达谱研究和2项miRNA表达谱研究符合纳入标准,因此被纳入。与正常组织相比,在肝硬化组织中总共鉴定出48个差异表达的miRNA和1773个差异表达的基因。有240对miRNA-靶基因的表达呈负相关。在miRNA-靶基因调控网络中,miR-21和miR-199a-3p的过表达被认为与肝硬化的进展密切相关。此外,对靶基因的功能富集分析表明,细胞周期是最显著富集的通路,白血病抑制因子、蛋白磷酸酶2A癌性抑制剂和视网膜母细胞瘤相关蛋白1的失调清楚地表明了它们在肝硬化发展中的重要性。我们假设,miR-21和miR-199a-3p可能是用于肝硬化早期诊断的有前景的非侵入性诊断生物标志物。miRNA-靶基因调控网络可能为目前关于miRNA在肝硬化中作用的数据提供更多见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/289d/5727606/364e68e6ba0e/ol-14-06-7691-g00.jpg

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