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心脏病学的未来:将单细胞转录组学与多组学整合以增强对心脏疾病的认识。

The future of cardiology: Integrating single-cell transcriptomics with multi-omics for enhanced cardiac disease insights.

作者信息

Tang Zhengchun, Alrumaihi Faris, Alwanian Wanian M, Alharbi Hajed Obaid, Allemailem Khaled S, Alissa Mohammed, Alasmari Omar, Almousa Saad, Ainsworth Thomas, Chen Xiangmei

机构信息

Guangdong Pharmaceutical University, Guangdong Province, 510006, China.

Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah 51452, Saudi Arabia.

出版信息

Curr Probl Cardiol. 2025 Apr;50(4):103005. doi: 10.1016/j.cpcardiol.2025.103005. Epub 2025 Jan 31.

Abstract

Recent advancements in single-cell transcriptome sequencing (scRNA-seq) have revolutionized our understanding of cellular heterogeneity in cardiovascular diseases, enabling the identification of novel therapeutic targets. This technology allows for high-resolution analysis of gene expression at the single-cell level, revealing the complex dynamics of human heart cell development and the diverse roles of cardiac cell types in health and disease. Despite its transformative potential, current applications of scRNA-seq face limitations, including challenges in data integration and the need for comprehensive multi-omic approaches to fully elucidate the mechanisms underlying cardiovascular pathologies. This review highlights the significant insights gained from scRNA-seq studies in the mammalian heart, emphasizing the importance of integrating spatial transcriptomics and other omics technologies to enhance our understanding of cardiac biology. Furthermore, it addresses the critical research gaps in the field, particularly in the context of personalized medicine and the need for improved methodologies to analyze rare cell populations. By exploring these challenges and opportunities, this review aims to pave the way for innovative diagnostic and therapeutic strategies that can ultimately improve outcomes for patients with cardiovascular diseases.

摘要

单细胞转录组测序(scRNA-seq)的最新进展彻底改变了我们对心血管疾病中细胞异质性的理解,使得新型治疗靶点的识别成为可能。这项技术能够在单细胞水平上对基因表达进行高分辨率分析,揭示人类心脏细胞发育的复杂动态以及心脏细胞类型在健康和疾病中的多样作用。尽管scRNA-seq具有变革潜力,但其当前应用面临诸多限制,包括数据整合方面的挑战,以及需要综合多组学方法来全面阐明心血管疾病背后的机制。本综述强调了在哺乳动物心脏的scRNA-seq研究中获得的重要见解,强调整合空间转录组学和其他组学技术以增进我们对心脏生物学理解的重要性。此外,它还探讨了该领域的关键研究空白,特别是在个性化医学背景下以及分析罕见细胞群体所需改进方法方面的空白。通过探索这些挑战和机遇,本综述旨在为创新的诊断和治疗策略铺平道路,最终改善心血管疾病患者的治疗效果。

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