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牙髓炎中lncRNA-miRNA-mRNA竞争性内源RNA网络的综合分析

Comprehensive analysis of an lncRNA-miRNA-mRNA competing endogenous RNA network in pulpitis.

作者信息

Lei Fangcao, Zhang Han, Xie Xiaoli

机构信息

Department of Operative Dentistry and Endodontics, School of Stomatology, Xiangya Stomatological Hospital, Central South University, Changsha, Hunan, People's Republic of China.

Institute of Reproductive & Stem Cell Engineering, School of Basic Medical Science, Central South University, Changsha, Hunan, People's Republic of China.

出版信息

PeerJ. 2019 Jun 17;7:e7135. doi: 10.7717/peerj.7135. eCollection 2019.

Abstract

BACKGROUND

Pulpitis is a common inflammatory disease that affects dental pulp. It is important to understand the molecular signals of inflammation and repair associated with this process. Increasing evidence has revealed that long noncoding RNAs (lncRNAs), via competitively sponging microRNAs (miRNAs), can act as competing endogenous RNAs (ceRNAs) to regulate inflammation and reparative responses. The aim of this study was to elucidate the potential roles of lncRNA, miRNA and messenger RNA (mRNA) ceRNA networks in pulpitis tissues compared to normal control tissues.

METHODS

The oligo and limma packages were used to identify differentially expressed lncRNAs and mRNAs (DElncRNAs and DEmRNAs, respectively) based on expression profiles in two datasets, GSE92681 and GSE77459, from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were further analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. Protein-protein interaction (PPI) networks and modules were established to screen hub genes using the Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) and the Molecular Complex Detection (MCODE) plugin for Cytoscape, respectively. Furthermore, an lncRNA-miRNA-mRNA-hub genes regulatory network was constructed to investigate mechanisms related to the progression and prognosis of pulpitis. Then, quantitative real-time polymerase chain reaction (qRT-PCR) was applied to verify critical lncRNAs that may significantly affect the pathogenesis in inflamed and normal human dental pulp.

RESULTS

A total of 644 upregulated and 264 downregulated differentially expressed genes (DEGs) in pulpitis samples were identified from the GSE77459 dataset, while 8 up- and 19 downregulated probes associated with lncRNA were identified from the GSE92681 dataset. Protein-protein interaction (PPI) based on STRING analysis revealed a network of DEGs containing 4,929 edges and 623 nodes. Upon combined analysis of the constructed PPI network and the MCODE results, 10 hub genes, including IL6, IL8, PTPRC, IL1B, TLR2, ITGAM, CCL2, PIK3CG, ICAM1, and PIK3CD, were detected in the network. Next, a ceRNA regulatory relationship consisting of one lncRNA (PVT1), one miRNA (hsa-miR-455-5p) and two mRNAs (SOCS3 and PLXNC1) was established. Then, we constructed the network in which the regulatory relationship between ceRNA and hub genes was summarized. Finally, our qRT-PCR results confirmed significantly higher levels of PVT1 transcript in inflamed pulp than in normal pulp tissues ( = 0.03).

CONCLUSION

Our study identified a novel lncRNA-mediated ceRNA regulatory mechanisms in the pathogenesis of pulpitis.

摘要

背景

牙髓炎是一种影响牙髓的常见炎症性疾病。了解与该过程相关的炎症和修复分子信号非常重要。越来越多的证据表明,长链非编码RNA(lncRNA)通过竞争性结合微小RNA(miRNA),可作为竞争性内源RNA(ceRNA)来调节炎症和修复反应。本研究的目的是阐明与正常对照组织相比,lncRNA、miRNA和信使RNA(mRNA)ceRNA网络在牙髓炎组织中的潜在作用。

方法

使用oligo和limma软件包,基于来自基因表达综合数据库(GEO)的两个数据集GSE92681和GSE77459中的表达谱,分别鉴定差异表达的lncRNA和mRNA(分别为DElncRNA和DEmRNA)。通过基因本体(GO)和京都基因与基因组百科全书(KEGG)通路富集分析进一步分析差异表达基因(DEG)。分别使用STRING软件和Cytoscape的分子复合物检测(MCODE)插件建立蛋白质-蛋白质相互作用(PPI)网络和模块,以筛选枢纽基因。此外,构建lncRNA-miRNA-mRNA-枢纽基因调控网络,以研究与牙髓炎进展和预后相关的机制。然后,应用定量实时聚合酶链反应(qRT-PCR)验证可能显著影响炎症和正常人类牙髓发病机制的关键lncRNA。

结果

从GSE77459数据集中鉴定出牙髓炎样本中共有644个上调和264个下调的差异表达基因(DEG),而从GSE92681数据集中鉴定出8个上调和19个下调的与lncRNA相关的探针。基于STRING分析的蛋白质-蛋白质相互作用(PPI)显示了一个包含4929条边和623个节点的DEG网络。综合分析构建的PPI网络和MCODE结果,在网络中检测到10个枢纽基因,包括IL6、IL8、PTPRC、IL1B、TLR2、ITGAM、CCL2、PIK3CG、ICAM1和PIK3CD。接下来,建立了由一个lncRNA(PVT1)、一个miRNA(hsa-miR-455-5p)和两个mRNA(SOCS3和PLXNC1)组成的ceRNA调控关系。然后,我们构建了总结ceRNA与枢纽基因之间调控关系的网络。最后,我们的qRT-PCR结果证实,炎症牙髓中PVT1转录本水平显著高于正常牙髓组织(P = 0.03)。

结论

我们的研究在牙髓炎发病机制中鉴定了一种新的lncRNA介导的ceRNA调控机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a398/6609876/5b4a9e657c2c/peerj-07-7135-g001.jpg

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