Single-cell RNA sequencing reveals key regulators and differentiation trajectory of iPSC-derived cardiomyocytes

被引:1
作者
Li, Lu [2 ]
Li, Dandan [1 ]
Wang, Jiahong [3 ]
Dai, Yong [4 ,5 ]
机构
[1] Shenzhen Pingshan Tradit Chinese Med Hosp, Shenzhen Pingle Orthoped Hosp, Expt Ctr, Shenzhen 518118, Guangdong, Peoples R China
[2] Jinan Univ, Coll Life Sci & Technol, Guangzhou 510632, Guangdong, Peoples R China
[3] Southern Med Univ, Canc Res Inst, Sch Basic Med Sci, Guangzhou 510515, Guangdong, Peoples R China
[4] Anhui Univ Sci & Technol, Sch Med, Huainan 232001, Anhui, Peoples R China
[5] Jinan Univ, Shenzhen Peoples Hosp, Clin Med Coll 2, Clin Med Res Ctr, Shenzhen 518020, Guangdong, Peoples R China
关键词
Induced pluripotent stem cells (iPSC); Single-cell RNA sequencing; Cardiomyocyte differentiation; Transcription regulation; Trajectory inference; PLURIPOTENT STEM-CELLS; TRANSCRIPTION FACTOR; CARDIAC DIFFERENTIATION; FIBROBLASTS; MORPHOGENESIS; ACTIVATION; GENERATION; EXPRESSION; AUTOPHAGY; MUTATION;
D O I
10.1038/s41598-024-79488-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cardiac differentiation of human pluripotent stem cells is not only a new strategy of regenerative therapy for cardiovascular disease treatment but also provides unique opportunities for the study of in vitro disease models and human heart development. To elucidate the dynamic gene regulatory networks and pivotal regulators involved in the cardiomyocyte differentiation process, we conducted an analysis of single-cell RNA sequencing data obtained from the reprogramming of two human induced pluripotent stem cell (iPSC) lines into cardiomyocytes. The data were collected from 32,365 cells at 4 stages of this process. We successfully identified cardiomyocyte clusters and several other cell clusters with different molecular characteristics derived from iPSC and described the differentiation trajectory of cardiomyocytes during differentiation in vitro. Through differential gene analysis and SCENIC analysis, we identified several candidate genes including CREG and NR2F2 that play an important regulatory role in cardiomyocyte lineage commitment. This study provides the key differentiation trajectory of heart differentiation in vitro at single-cell resolution and reveals the molecular basis of heart development and differentiation of iPSC-derived cardiomyocytes.
引用
收藏
页数:12
相关论文
共 74 条
[1]  
Aibar S, 2017, NAT METHODS, V14, P1083, DOI [10.1038/NMETH.4463, 10.1038/nmeth.4463]
[2]   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-+
[3]   Loss of Function of the Nuclear Receptor NR2F2, Encoding COUP-TF2, Causes Testis Development and Cardiac Defects in 46,XX Children [J].
Bashamboo, Anu ;
Eozenou, Caroline ;
Jorgensen, Anne ;
Bignon-Topalovic, Joelle ;
Siffroi, Jean-Pierre ;
Hyon, Capucine ;
Tar, Attila ;
Nagy, Peter ;
Solyom, Janos ;
Halasz, Zita ;
Paye-Jaouen, Annnabel ;
Lambert, Sophie ;
Rodriguez-Buritica, David ;
Bertalan, Rita ;
Martinerie, Laetitia ;
Rajpert-De Meyts, Ewa ;
Achermann, John C. ;
McElreavey, Ken .
AMERICAN JOURNAL OF HUMAN GENETICS, 2018, 102 (03) :487-493
[4]   TGF-β Signaling Promotes Tissue Formation during Cardiac Valve Regeneration in Adult Zebrafish [J].
Bensimon-Brito, Anabela ;
Ramkumar, Srinath ;
Boezio, Giulia L. M. ;
Guenther, Stefan ;
Kuenne, Carsten ;
Helker, Christian S. M. ;
Sanchez-Iranzo, Hector ;
Iloska, Dijana ;
Piesker, Janett ;
Pullamsetti, Soni ;
Mercader, Nadia ;
Beis, Dimitris ;
Stainier, Didier Y. R. .
DEVELOPMENTAL CELL, 2020, 52 (01) :9-+
[5]   Endothelial TGF-β signaling instructs smooth muscle cell development in the cardiac outflow tract [J].
Boezio, Giulia L. M. ;
Bensimon-Brito, Anabela ;
Piesker, Janett ;
Guenther, Stefan ;
Helker, Christian S. M. ;
Stainier, Didier Y. R. .
ELIFE, 2020, 9
[6]   CCBE1 in Cardiac Development and Disease [J].
Bonet, Fernando ;
Inacio, Jose M. ;
Bover, Oriol ;
Anez, Sabrina B. ;
Belo, Jose A. .
FRONTIERS IN GENETICS, 2022, 13
[7]  
Burridge PW, 2014, NAT METHODS, V11, P855, DOI [10.1038/NMETH.2999, 10.1038/nmeth.2999]
[8]   Integrating single-cell transcriptomic data across different conditions, technologies, and species [J].
Butler, Andrew ;
Hoffman, Paul ;
Smibert, Peter ;
Papalexi, Efthymia ;
Satija, Rahul .
NATURE BIOTECHNOLOGY, 2018, 36 (05) :411-+
[9]   Single-Cell Transcriptome Analysis Maps the Developmental Track of the Human Heart [J].
Cui, Yueli ;
Zheng, Yuxuan ;
Liu, Xixi ;
Yan, Liying ;
Fan, Xiaoying ;
Yong, Jun ;
Hu, Yuqiong ;
Dong, Ji ;
Li, Qingqing ;
Wu, Xinglong ;
Gao, Shuai ;
Li, Jingyun ;
Wen, Lu ;
Qiao, Jie ;
Tang, Fuchou .
CELL REPORTS, 2019, 26 (07) :1934-+
[10]   The ECM as a driver of heart development and repair [J].
Derrick, Christopher J. ;
Noel, Emily S. .
DEVELOPMENT, 2021, 148 (05)