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单细胞RNA测序和定量蛋白质组学分析揭示左心发育不全伴心力衰竭患者的标记基因和分子机制

Single-Cell RNA Sequencing and Quantitative Proteomics Analysis Elucidate Marker Genes and Molecular Mechanisms in Hypoplastic Left Heart Patients With Heart Failure.

作者信息

Ma Li, Zhou Na, Zou Rongjun, Shi Wanting, Luo Yuanyuan, Du Na, Zhong Jing, Zhao Xiaodong, Chen Xinxin, Xia Huimin, Wu Yueheng

机构信息

The First Affiliated Hospital of Jinan University, Guangzhou, China.

Heart Center, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China.

出版信息

Front Cell Dev Biol. 2021 Feb 25;9:617853. doi: 10.3389/fcell.2021.617853. eCollection 2021.

Abstract

OBJECTIVE

To probe markers and molecular mechanisms of the hypoplastic left heart (HLH) by single-cell RNA sequencing (scRNA-seq) and quantitative proteomics analysis.

METHODS

Following data preprocessing, scRNA-seq data of pluripotent stem cell (iPSC)-derived cardiomyocytes from one HLH patient and one control were analyzed by the Seurat package in R. Cell clusters were characterized, which was followed by a analysis. Markers in the analysis were utilized for functional enrichment analysis. Quantitative proteomics analysis was based on peripheral blood samples from HLH patients without heart failure (HLH-NHF), HLH patients with heart failure (HLH-HF), and healthy controls. Hub genes were identified by the intersection of markers and differentially expressed proteins (DE-proteins), which were validated in the GSE77798 dataset, RT-qPCR, and western blot.

RESULTS

Cardiomyocytes derived from iPSCs were clustered into mesenchymal stem cells, myocardium, and fibroblast cells. analysis revealed their differentiation trajectory. Markers in the three clusters were significantly associated with distinct biological processes and pathways. Finally, three hub genes (MMP2, B2M, and COL5A1) were identified, which were highly expressed in the left (LV) and right (RV) ventricles of HLH patients compared with controls. Furthermore, higher expression levels were detected in HLH patients with or without HF than in controls.

CONCLUSION

Our findings elucidate marker genes and molecular mechanisms of HLH, deepening the understanding of the pathogenesis of HLH.

摘要

目的

通过单细胞RNA测序(scRNA-seq)和定量蛋白质组学分析探究左心发育不全(HLH)的标志物和分子机制。

方法

在进行数据预处理后,使用R语言中的Seurat软件包分析了一名HLH患者和一名对照的多能干细胞(iPSC)来源的心肌细胞的scRNA-seq数据。对细胞簇进行了特征描述,随后进行了分析。分析中的标志物用于功能富集分析。定量蛋白质组学分析基于无心力衰竭的HLH患者(HLH-NHF)、有心力衰竭的HLH患者(HLH-HF)和健康对照的外周血样本。通过分析标志物和差异表达蛋白(DE-蛋白)的交集确定枢纽基因,并在GSE77798数据集中、RT-qPCR和蛋白质印迹中进行验证。

结果

iPSC来源的心肌细胞被聚类为间充质干细胞、心肌细胞和成纤维细胞。分析揭示了它们的分化轨迹。三个簇中的标志物与不同的生物学过程和途径显著相关。最后,确定了三个枢纽基因(MMP2、B2M和COL5A1),与对照相比,它们在HLH患者的左心室(LV)和右心室(RV)中高表达。此外,在有或无HF的HLH患者中检测到的表达水平高于对照。

结论

我们的研究结果阐明了HLH的标志物基因和分子机制,加深了对HLH发病机制的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e03/7946977/c4481846e13d/fcell-09-617853-g001.jpg

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