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采用多组学方法鉴定心力衰竭小鼠模型中的分子改变。

A multi-omics approach to identify molecular alterations in a mouse model of heart failure.

机构信息

Department of Cardiology, The Second Affiliated Hospital of Soochow University, Suzhou, China.

Thoracic Surgery Laboratory, The First College of Clinical Medicine, Xuzhou Medical University, Xuzhou, China.

出版信息

Theranostics. 2022 Jan 16;12(4):1607-1620. doi: 10.7150/thno.68232. eCollection 2022.

Abstract

The morbidity and mortality of heart failure (HF) have been increasing rapidly in recent years. However, the molecular events that link to the phenotype of HF remain unclear. This study aimed to investigate the molecular alterations in the pathogenesis of HF induced by pressure overload. Transverse aortic constriction was conducted to generate the HF mouse model. A multi-omics study was performed, including integrative analysis of scRNA-seq, scATAC-seq, bulk ATAC-seq and miRNA-seq data. The results of omics analysis were verified by immunofluorescence staining. scRNA-seq analysis identified five major cell types, which exhibits consistency with previous studies. Integrative analysis of ATAC-seq and miRNA-seq showed the alterations of gene expression in HF. Activation of genes involved in immune response at transcriptional level and perturbed expression of their upstream miRNAs confirmed the function of immune cells in the pathogenesis of HF. Analysis of scATAC-seq revealed a NO biosynthetic related gene regulation pattern in endothelial cells of failing hearts. We performed a multi-omics analysis, comparing the transcriptomic, miRNA expression, and chromatin accessibility profile between the HF and control mice, thus providing mechanistic insights into the pathogenesis of pressure overload-induced HF.

摘要

近年来,心力衰竭(HF)的发病率和死亡率迅速上升。然而,将其与 HF 表型相关联的分子事件仍不清楚。本研究旨在探讨压力超负荷引起的 HF 发病机制中的分子变化。通过横主动脉缩窄来构建 HF 小鼠模型。进行了多组学研究,包括 scRNA-seq、scATAC-seq、批量 ATAC-seq 和 miRNA-seq 数据的综合分析。通过免疫荧光染色验证了组学分析的结果。scRNA-seq 分析鉴定了五个主要细胞类型,这与之前的研究一致。ATAC-seq 和 miRNA-seq 的综合分析显示了 HF 中基因表达的变化。在转录水平上,免疫反应相关基因的激活以及其上游 miRNA 表达的失调证实了免疫细胞在 HF 发病机制中的作用。scATAC-seq 分析揭示了衰竭心脏内皮细胞中与 NO 生物合成相关的基因调控模式。我们进行了多组学分析,比较了 HF 和对照小鼠之间的转录组、miRNA 表达和染色质可及性谱,从而为压力超负荷诱导的 HF 的发病机制提供了机制见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0e10/8825596/312eb598edaa/thnov12p1607g001.jpg

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