Idiopathic Pulmonary Fibrosis Molecular Substrates Revealed by Competing Endogenous RNA Regulatory Networks.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2023-08-01 Epub Date: 2023-08-04 DOI:10.1089/omi.2023.0072
Muhammed Fatih Kircali, Beste Turanli
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Abstract

Idiopathic pulmonary fibrosis (IPF) is a chronic progressive fibrotic disease of the lung with poor prognosis. Fibrosis results from remodeling of the interstitial tissue. A wide range of gene expression changes are observed, but the role of micro RNAs (miRNAs) and circular RNAs (circRNA) is still unclear. Therefore, this study aimed to establish an messenger RNA (mRNA)-miRNA-circRNA competing endogenous RNA (ceRNA) regulatory network to uncover novel molecular signatures using systems biology tools. Six datasets were used to determine differentially expressed genes (DEGs) and miRNAs (DEmiRNA). Accordingly, protein-protein, mRNA-miRNA, and miRNA-circRNA interactions were constructed. Modules were determined and further analyzed in the Drug Gene Budger platform to identify potential therapeutic compounds. We uncovered common 724 DEGs and 278 DEmiRNAs. In the protein-protein interaction network, TMPRSS4, ESR2, TP73, CLEC4E, and TP63 were identified as hub protein coding genes. The mRNA-miRNA interaction network revealed two modules composed of ADRA1A, ADRA1B, hsa-miR-484 and CDH2, TMPRSS4, and hsa-miR-543. The DEmiRNAs in the modules further analyzed to propose potential circRNA regulators in the ceRNA network. These results help deepen the understanding of the mechanisms of IPF. In addition, the molecular leads reported herein might inform future innovations in diagnostics and therapeutics research and development for IPF.

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竞争性内源性RNA调控网络揭示的特发性肺纤维化分子底物。
特发性肺纤维化(IPF)是一种预后不良的慢性进行性肺纤维化疾病。纤维化是间质组织重塑的结果。人们观察到了广泛的基因表达变化,但微小RNA(miRNA)和环状RNA(circRNA)的作用尚不清楚。因此,本研究旨在建立信使核糖核酸(信使核糖核酸)-miRNA环核糖核酸竞争内源性核糖核酸(ceRNA)调控网络,利用系统生物学工具揭示新的分子特征。使用六个数据集来确定差异表达基因(DEGs)和miRNA(DEmiRNA)。因此,构建了蛋白质-蛋白质、mRNA-miRNA和miRNA-circRNA相互作用。在Drug Gene Budger平台中确定并进一步分析模块,以鉴定潜在的治疗化合物。我们发现了常见的724个DEG和278个DEmiRNA。在蛋白质-蛋白质相互作用网络中,TMPRSS4、ESR2、TP73、CLEC4E和TP63被鉴定为枢纽蛋白编码基因。信使核糖核酸-信使核糖核酸相互作用网络揭示了由ADRA1A、ADRA1B、hsa-miR-484和CDH2、TMPRSS4和hsa-miR-543组成的两个模块。进一步分析模块中的DEmiRNA,以提出ceRNA网络中潜在的circRNA调节因子。这些结果有助于加深对森林小组机制的理解。此外,本文报道的分子线索可能为IPF诊断和治疗研究与开发的未来创新提供信息。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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