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基于加权相关网络分析鉴定与肥厚型心肌病相关的循环 hub 长非编码 RNA。

Identification of circulating hub long noncoding RNAs associated with hypertrophic cardiomyopathy using weighted correlation network analysis.

机构信息

Department of Cardiology, Sun Yat‑sen Memorial Hospital of Sun Yat‑sen University, Guangzhou, Guangdong 510000, P.R. China.

出版信息

Mol Med Rep. 2020 Dec;22(6):4637-4644. doi: 10.3892/mmr.2020.11566. Epub 2020 Oct 6.

Abstract

Hypertrophic cardiomyopathy (HCM) is one of the most commonly inherited heart diseases and the leading cause of sudden cardiac death among adolescents and young adults. Circulating long noncoding RNAs (lncRNAs) have demonstrated potential as diagnostic and therapeutic targets in several cardiovascular diseases. However, the circulating extracellular lncRNA expression profile of patients with HCM remains unclear. Plasma lncRNA expression was evaluated in patients with HCM and healthy controls using a human lncRNA microarray. A weighted correlation network analysis (WGCNA) and linear models for microarray data (Limma) were used. GSE68316 data from cardiac tissue in the Gene Expression Omnibus database were analysed for further validation. Using WGCNA, two modules (referred to as the magenta and the light‑yellow module) were identified that were positively associated with HCM. Gene Ontology analysis revealed that lncRNAs in the magenta module targeted 'heart growth'. Using Limma, a total of 290 lncRNAs were differentially expressed (210 upregulated and 80 downregulated) in the plasma of HCM patients, compared with controls. Moreover, combined WGCNA and Limma analysis demonstrated that 27 hub lncRNAs in the magenta module and 13 hub lncRNAs in the light‑yellow module were significantly upregulated, compared with the controls. Moreover, of the 40 differentially expressed hub lncRNAs identified in the two modules, three circulating lncRNAs (lnc‑P2RY6‑1:1, ENST00000488040 and ENST00000588047) were also significantly upregulated in the HCM cardiac tissue validation dataset. These lncRNAs may serve as biomarkers and therapeutic targets for precise diagnosis and treatment of HCM.

摘要

肥厚型心肌病(HCM)是最常见的遗传性心脏病之一,也是青少年和年轻成年人心脏性猝死的主要原因。循环长链非编码 RNA(lncRNA)已被证明在几种心血管疾病中具有作为诊断和治疗靶点的潜力。然而,HCM 患者的循环细胞外 lncRNA 表达谱尚不清楚。使用人类 lncRNA 微阵列评估 HCM 患者和健康对照者的血浆 lncRNA 表达。使用加权相关网络分析(WGCNA)和线性模型进行微阵列数据分析(Limma)。进一步验证分析了来自基因表达综合数据库的心脏组织中的 GSE68316 数据。使用 WGCNA,鉴定了两个与 HCM 呈正相关的模块(称为magenta 和 light-yellow 模块)。基因本体论分析表明,magenta 模块中的 lncRNA 靶向“心脏生长”。使用 Limma,与对照组相比,HCM 患者血浆中有 290 个 lncRNA 差异表达(210 个上调和 80 个下调)。此外,WGCNA 和 Limma 联合分析表明,magenta 模块中的 27 个核心 lncRNA 和 light-yellow 模块中的 13 个核心 lncRNA 显著上调,与对照组相比。此外,在这两个模块中鉴定的 40 个差异表达的核心 lncRNA 中,三个循环 lncRNA(lnc-P2RY6-1:1、ENST00000488040 和 ENST00000588047)在 HCM 心脏组织验证数据集中也显著上调。这些 lncRNA 可能作为生物标志物和治疗靶点,用于 HCM 的精确诊断和治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b078/7646839/0f1a76106bea/MMR-22-06-4637-g00.jpg

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