Video image-based analysis of single human induced pluripotent stem cell derived cardiomyocyte beating dynamics using digital image correlation

被引:69
作者
Ahola, Antti [1 ,2 ]
Kiviaho, Anna L. [3 ]
Larsson, Kim [3 ]
Honkanen, Markus [4 ]
Aalto-Setala, Katriina [3 ,5 ,6 ]
Hyttinen, Jari [1 ,2 ]
机构
[1] Tampere Univ Technol, Dept Elect & Commun Engn, Comput Biophys & Imaging Grp, FIN-33101 Tampere, Finland
[2] Tampere Univ Technol, BioMediTech, FIN-33101 Tampere, Finland
[3] Univ Tampere, Heart Grp, BioMediTech, FIN-33101 Tampere, Finland
[4] Pixact Oy, FI-33840 Tampere, Finland
[5] Tampere Univ Technol, Heart Hosp, FIN-33101 Tampere, Finland
[6] Univ Tampere, Sch Med, FIN-33101 Tampere, Finland
基金
芬兰科学院;
关键词
Cardiomyocyte mechanic functionality; Velocity vector analysis; Minimum; quadratic difference method; CONTRACTILE BEHAVIOR; DIFFERENTIATION;
D O I
10.1186/1475-925X-13-39
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background: The functionality of a cardiomyocyte is primarily measured by analyzing the electrophysiological properties of the cell. The analysis of the beating behavior of single cardiomyocytes, especially ones derived from stem cells, is challenging but well warranted. In this study, a video-based method that is non-invasive and label-free is introduced and applied for the study of single human cardiomyocytes derived from induced pluripotent stem cells. Methods: The beating of dissociated stem cell-derived cardiomyocytes was visualized with a microscope and the motion was video-recorded. Minimum quadratic difference, a digital image correlation method, was used for beating analysis with geometrical sectorial cell division and radial/tangential directions. The time series of the temporal displacement vector fields of a single cardiomyocyte was computed from video data. The vector field data was processed to obtain cell-specific, contraction-relaxation dynamics signals. Simulated cardiomyocyte beating was used as a reference and the current clamp of real cardiomyocytes was used to analyze the electrical functionality of the beating cardiomyocytes. Results: Our results demonstrate that our sectorized image correlation method is capable of extracting single cell beating characteristics from the video data of induced pluripotent stem cell-derived cardiomyocytes that have no clear movement axis, and that the method can accurately identify beating phases and time parameters. Conclusion: Our video analysis of the beating motion of single human cardiomyocytes provides a robust, non-invasive and label-free method to analyze the mechanobiological functionality of cardiomyocytes derived from induced pluripotent stem cells. Thus, our method has potential for the high-throughput analysis of cardiomyocyte functions.
引用
收藏
页数:18
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