Suppr超能文献

RNA测序相互作用网络分析揭示早产儿支气管肺发育不良的发病机制

Pathogenesis of bronchopulmonary dysplasia in preterm neonates revealed by an RNA sequencing interaction network analysis.

作者信息

Xu Fengdan, Mei Yabo, Zhang Yaozhong, Chen Qin, Liao Jinfeng, He Xiaoguang, Feng Zhichun, Wang Xingyun, Li Ning

机构信息

Department of Neonatology, Dongguan Children's Hospital Affiliated to Guangdong Medical University, Dongguan, China.

Department of Pediatrics, the Seventh Medical Center of PLA General Hospital, Beijing, China.

出版信息

Transl Pediatr. 2022 Dec;11(12):2004-2015. doi: 10.21037/tp-22-590.

Abstract

BACKGROUND

The chronic lung condition known as bronchopulmonary dysplasia (BPD), which primarily affects newborns, especially preterm neonates, is brought on by prolonged oxygen consumption and mechanical ventilation. This case-control study sought to investigate the pathogenesis of BPD in preterm neonates by RNA sequencing (RNA-seq).

METHODS

First, RNA-seq samples were collected from 3 BPD and 3 healthy preterm neonates. Based on the sequencing data and microarray data sets, , the key long non-coding RNA (lncRNA), was identified from the differentially expressed lncRNAs and the key module by a weighted gene co-expression network analysis (WGCNA), a Venn diagram, and an expression analysis. Next, the differentially expressed messenger RNAs (mRNAs) and microRNAs (miRNAs) that were strongly correlated to were identified in the protein-protein interaction networks and underwent a functional enrichment analysis and Spearman correlation analysis. Finally, the mRNA [i.e., eukaryotic translation initiation factor 5A ()] and miRNA (i.e., ) with the strongest correlations to were identified as the downstream targets.

RESULTS

Among the 32 genes in the dark-red module and the 158 differentially expressed lncRNAs, 21 overlapping genes were identified. In the gene expression analysis, (an oncogene) was identified as the key lncRNA in BPD. The results of the multiple bioinformatics analysis showed that the mRNA and the miRNA with the strongest correlations to were (a suppressor gene) and (an oncogene), respectively. was lowly expressed in the BPD group, while was highly expressed in the BPD group.

CONCLUSIONS

This study identified 1 key upregulated lncRNA (i.e., ) in preterm neonatal BPD, and revealed the mechanism in preterm neonatal BPD from the lncRNA-miRNA-mRNA network. This key lncRNA gene could serve as a promising diagnostic biomarker for prenatal examinations.

摘要

背景

支气管肺发育不良(BPD)是一种主要影响新生儿尤其是早产儿的慢性肺部疾病,由长期吸氧和机械通气引起。本病例对照研究旨在通过RNA测序(RNA-seq)探究早产儿BPD的发病机制。

方法

首先,从3例BPD早产儿和3例健康早产儿中收集RNA-seq样本。基于测序数据和微阵列数据集,通过加权基因共表达网络分析(WGCNA)、维恩图和表达分析,从差异表达的长链非编码RNA(lncRNA)和关键模块中鉴定出关键lncRNA。接下来,在蛋白质-蛋白质相互作用网络中鉴定与该关键lncRNA高度相关的差异表达信使RNA(mRNA)和微小RNA(miRNA),并进行功能富集分析和Spearman相关性分析。最后,将与该关键lncRNA相关性最强的mRNA[即真核翻译起始因子5A(eIF5A)]和miRNA(即miR-122-5p)确定为下游靶点。

结果

在暗红色模块中的32个基因和158个差异表达的lncRNA中,鉴定出21个重叠基因。在基因表达分析中,LINC00665(一种癌基因)被确定为BPD中的关键lncRNA。多重生物信息学分析结果显示,与LINC00665相关性最强的mRNA和miRNA分别是TP53(一种抑癌基因)和miR-122-5p(一种癌基因)。TP53在BPD组中低表达,而miR-122-5p在BPD组中高表达。

结论

本研究在早产儿BPD中鉴定出1个关键上调的lncRNA(即LINC00665),并从lncRNA-miRNA-mRNA网络揭示了早产儿BPD中的LINC00665机制。这个关键的lncRNA基因可作为产前检查中一个有前景的诊断生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b56/9834945/559d88788685/tp-11-12-2004-f1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验