Integrative Single-Cell and Spatial Transcriptomics Reveal Functional and Spatial Heterogeneity of Atrial and Ventricular Cardiomyocytes in the Heart.

IF 2.4 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Lizhi Cao, Rui Chang, Xiaoying Wang, Junwei Shen, Zhifang Yang, Linlin Ma, Yanfei Li
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引用次数: 0

Abstract

Cardiomyocytes, pivotal for heart contractility, are categorized into atrial (aCM) and ventricular (vCM) subtypes, each playing distinct roles in modulating blood flow, electrical signal conduction, pump function, and energy metabolism. Recent advancements in single-cell RNA sequencing (scRNA-seq) and spatial transcriptomics have enhanced our understanding of cellular heterogeneity and intercellular communication within cardiac tissues. This study integrates scRNA-seq with spatial mapping to elucidate the spatial distribution and intercellular communication of aCM and vCM, focusing on their roles in energy metabolism, pump function, and regulatory functions. We performed scRNA-seq on isolated cardiac cells, followed by data normalization, PCA, and t-SNE clustering, identifying distinct cardiomyocyte subclusters. Ligand-receptor interaction analyses were conducted to explore cellular communication networks, and annotated single-cell data were projected onto heart tissue sections using spatial transcriptomics. Our results revealed distinct spatial distributions: vCM subclusters (vCM-1, vCM-2, vCM-3) predominantly occupied ventricular regions, while aCM subclusters (aCM-1, aCM-2) were primarily located in atrial regions with an increased presence of fibroblasts near atria. Igf2-Igf2r and Vegfb-Vegfr1 mediated communications were prominent in both regions, with extensive interactions between aCM-2 and vCM subclusters. This integration of scRNA-seq and spatial transcriptomics provides a comprehensive overview of cardiac tissue organization and intercellular communication, elucidating critical roles of vCM in energy metabolism and pump function, and aCM in regulating blood flow and electrical conduction. Understanding these interactions in anatomical context enhances our grasp of cardiac function complexity and identifies new therapeutic targets for cardiac diseases.

综合单细胞和空间转录组学揭示心房和心室心肌细胞的功能和空间异质性。
心肌细胞是心脏收缩的关键,分为心房(aCM)和心室(vCM)亚型,在调节血流、电信号传导、泵功能和能量代谢方面发挥着不同的作用。单细胞RNA测序(scRNA-seq)和空间转录组学的最新进展增强了我们对心脏组织内细胞异质性和细胞间通讯的理解。本研究将scRNA-seq与空间作图相结合,阐明了aCM和vCM的空间分布和细胞间通讯,重点研究了它们在能量代谢、泵功能和调控功能中的作用。我们对分离的心肌细胞进行了scRNA-seq,随后进行了数据归一化、PCA和t-SNE聚类,确定了不同的心肌细胞亚群。进行配体-受体相互作用分析以探索细胞通信网络,并使用空间转录组学将注释的单细胞数据投影到心脏组织切片上。我们的研究结果显示了不同的空间分布:vCM亚群(vCM-1, vCM-2, vCM-3)主要占据心室区域,而aCM亚群(aCM-1, aCM-2)主要位于心房区域,心房附近成纤维细胞的存在增加。Igf2-Igf2r和Vegfb-Vegfr1介导的通信在这两个区域都很突出,aCM-2和vCM亚簇之间存在广泛的相互作用。scRNA-seq和空间转录组学的整合提供了心脏组织组织和细胞间通讯的全面概述,阐明了vCM在能量代谢和泵功能中的关键作用,以及aCM在调节血流和电传导中的关键作用。在解剖学背景下理解这些相互作用可以增强我们对心脏功能复杂性的掌握,并确定心脏疾病的新治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Biotechnology
Molecular Biotechnology 医学-生化与分子生物学
CiteScore
4.10
自引率
3.80%
发文量
165
审稿时长
6 months
期刊介绍: Molecular Biotechnology publishes original research papers on the application of molecular biology to both basic and applied research in the field of biotechnology. Particular areas of interest include the following: stability and expression of cloned gene products, cell transformation, gene cloning systems and the production of recombinant proteins, protein purification and analysis, transgenic species, developmental biology, mutation analysis, the applications of DNA fingerprinting, RNA interference, and PCR technology, microarray technology, proteomics, mass spectrometry, bioinformatics, plant molecular biology, microbial genetics, gene probes and the diagnosis of disease, pharmaceutical and health care products, therapeutic agents, vaccines, gene targeting, gene therapy, stem cell technology and tissue engineering, antisense technology, protein engineering and enzyme technology, monoclonal antibodies, glycobiology and glycomics, and agricultural biotechnology.
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