Single-cell and spatial transcriptomics: Advances in heart development and disease applications

被引:12
作者
Long, Xianglin [1 ]
Yuan, Xin [2 ]
Du, Jianlin [1 ]
机构
[1] Chongqing Med Univ, Dept Cardiol, Affiliated Hosp 2, 74 Lin Jiang Rd, Chongqing 400010, Peoples R China
[2] Chongqing Med Univ, Dept Nephrol, Affiliated Hosp 2, 74 Lin Jiang Rd, Chongqing 400010, Peoples R China
基金
中国国家自然科学基金;
关键词
Single-cell RNA sequencing; Spatial transcriptomics; Cardiogenesis; Cardiology; Precision medicine; ANALYSIS REVEALS; GENE-EXPRESSION; GLOBAL BURDEN; ATLAS; RECONSTRUCTION; HETEROGENEITY; FIBROBLASTS; MUTATIONS; LANDSCAPE; FAILURE;
D O I
10.1016/j.csbj.2023.04.007
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Current transcriptomics technologies, including bulk RNA-seq, single-cell RNA sequencing (scRNA-seq), single-nucleus RNA-sequencing (snRNA-seq), and spatial transcriptomics (ST), provide novel insights into the spatial and temporal dynamics of gene expression during cardiac development and disease processes. Cardiac development is a highly sophisticated process involving the regulation of numerous key genes and signaling pathways at specific anatomical sites and developmental stages. Exploring the cell biological mechanisms involved in cardiogenesis also contributes to congenital heart disease research. Meanwhile, the severity of distinct heart diseases, such as coronary heart disease, valvular disease, cardiomyopathy, and heart failure, is associated with cellular transcriptional heterogeneity and phenotypic alteration. Integrating transcriptomic technologies in the clinical diagnosis and treatment of heart diseases will aid in advancing precision medicine. In this review, we summarize applications of scRNA-seq and ST in the cardiac field, including organogenesis and clinical diseases, and provide insights into the promise of single-cell and spatial transcriptomics in translational research and precision medicine.(c) 2023 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. This is an open access article under the CC BY-NC-ND license (http://creative-commons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:2717 / 2731
页数:15
相关论文
共 160 条
[1]   Single-cell RNA-sequencing reveals profound changes in circulating immune cells in patients with heart failure [J].
Abplanalp, Wesley T. ;
John, David ;
Cremer, Sebastian ;
Assmus, Birgit ;
Dorsheimer, Lena ;
Hoffmann, Jedrzej ;
Becker-Pergola, Graziella ;
Rieger, Michael A. ;
Zeiher, Andreas M. ;
Vasa-Nicotera, Mariuca ;
Dimmeler, Stefanie .
CARDIOVASCULAR RESEARCH, 2021, 117 (02) :484-494
[2]   Clonal Hematopoiesis-Driver DNMT3A Mutations Alter Immune Cells in Heart Failure [J].
Abplanalp, Wesley Tyler ;
Cremer, Sebastian ;
John, David ;
Hoffmann, Jedrzej ;
Schuhmacher, Bianca ;
Merten, Maximillian ;
Rieger, Michael A. ;
Vasa-Nicotera, Mariuca ;
Zeiher, Andreas M. ;
Dimmeler, Stefanie .
CIRCULATION RESEARCH, 2021, 128 (02) :216-228
[3]   Cardiac Remodeling and Repair: Recent Approaches, Advancements, and Future Perspective [J].
Alam, Perwez ;
Maliken, Bryan D. ;
Jones, Shannon M. ;
Ivey, Malina J. ;
Wu, Zhichao ;
Wang, Yigang ;
Kanisicak, Onur .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (23)
[4]   Management of Acute Myocarditis and Chronic Inflammatory Cardiomyopathy An Expert Consensus Document [J].
Ammirati, Enrico ;
Frigerio, Maria ;
Adler, Eric D. ;
Basso, Cristina ;
Birnie, David H. ;
Brambatti, Michela ;
Friedrich, Matthias G. ;
Klingel, Karin ;
Lehtonen, Jukka ;
Moslehi, Javid J. ;
Pedrotti, Patrizia ;
Rimoldi, Ornella E. ;
Schultheiss, Heinz-Peter ;
Tschope, Carsten ;
Cooper, Leslie T. ;
Camici, Paolo G. .
CIRCULATION-HEART FAILURE, 2020, 13 (11) :E007405
[5]   Development of the heart: (3) Formation of the ventricular outflow tracts, arterial valves, and intrapericardial arterial trunks [J].
Anderson, RH ;
Webb, S ;
Brown, NA ;
Lamers, W ;
Moorman, A .
HEART, 2003, 89 (09) :1110-1118
[6]   Single-cell and spatial transcriptomics enables probabilistic inference of cell type topography [J].
Andersson, Alma ;
Bergenstrahle, Joseph ;
Asp, Michaela ;
Bergenstrahle, Ludvig ;
Jurek, Aleksandra ;
Fernandez Navarro, Jose ;
Lundeberg, Joakim .
COMMUNICATIONS BIOLOGY, 2020, 3 (01)
[7]   Precision medicine in cardiology [J].
Antman, Elliott M. ;
Loscalzo, Joseph .
NATURE REVIEWS CARDIOLOGY, 2016, 13 (10) :591-602
[8]   A Spatiotemporal Organ-Wide Gene Expression and Cell Atlas of the Developing Human Heart [J].
Asp, Michaela ;
Giacomello, Stefania ;
Larsson, Ludvig ;
Wu, Chenglin ;
Furth, Daniel ;
Qian, Xiaoyan ;
Wardell, Eva ;
Custodio, Joaquin ;
Reimegard, Johan ;
Salmen, Fredrik ;
Osterholm, Cecilia ;
Stahl, Patrik L. ;
Sundstrom, Erik ;
Akesson, Elisabet ;
Bergmann, Olaf ;
Bienko, Magda ;
Mansson-Broberg, Agneta ;
Nilsson, Mats ;
Sylven, Christer ;
Lundeberg, Joakim .
CELL, 2019, 179 (07) :1647-+
[9]   Spatial detection of fetal marker genes expressed at low level in adult human heart tissue [J].
Asp, Michaela ;
Salmen, Fredrik ;
Stahl, Patrik L. ;
Vickovic, Sanja ;
Felldin, Ulrika ;
Lofling, Marie ;
Navarro, Jose Fernandez ;
Maaskola, Jonas ;
Eriksson, Maria J. ;
Persson, Bengt ;
Corbascio, Matthias ;
Persson, Hans ;
Linde, Cecilia ;
Lundeberg, Joakim .
SCIENTIFIC REPORTS, 2017, 7
[10]   Combined single-cell and spatial transcriptomics reveal the molecular, cellular and spatial bone marrow niche organization [J].
Baccin, Chiara ;
Al-Sabah, Jude ;
Velten, Lars ;
Helbling, Patrick M. ;
Gruenschlaeger, Florian ;
Hernandez-Malmierca, Pablo ;
Nombela-Arrieta, Cesar ;
Steinmetz, Lars M. ;
Trumpp, Andreas ;
Haas, Simon .
NATURE CELL BIOLOGY, 2020, 22 (01) :38-+