Functional video-based analysis of 3D cardiac structures generated from human embryonic stem cells

作者: Scarlett Nitsch , Florian Braun , Sylvia Ritter , Michael Scholz , Insa S. Schroeder

DOI: 10.1016/J.SCR.2018.03.013

关键词:

摘要: Human embryonic stem cells (hESCs) differentiated into cardiomyocytes (CM) often develop complex 3D structures that are composed of various cardiac cell types. Conventional methods to study the electrophysiology patch clamp and microelectrode array (MEAs) analyses. However, these not suitable investigate contractile features clusters detach from surface culture dishes during differentiation. To overcome this problem, we developed a video-based motion detection software relying on optical flow by Farneback call cBRA (cardiac beat rate analyzer). The beating characteristics were calculated based local displacement between two subsequent images. Two differentiation protocols, which profoundly differ in morphology generated expression markers, used resulting CM characterized. Despite differences, rates variabilities could be reliably determined using cBRA. Likewise, stimulation β-adrenoreceptors isoproterenol easily identified hESC-derived CM. Since even subtle changes detectable, method is for high throughput cardiotoxicity screenings.

参考文章(61)
Xiaofeng Liu, Dirk Padfield, Motion-Based segmentation for cardiomyocyte characterization STIA'12 Proceedings of the Second international conference on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data. pp. 137- 146 ,(2012) , 10.1007/978-3-642-33555-6_12
Farah Sheikh, Robert C. Lyon, Ju Chen, Functions of myosin light chain-2 (MYL2) in cardiac muscle and disease. Gene. ,vol. 569, pp. 14- 20 ,(2015) , 10.1016/J.GENE.2015.06.027
Vineeta Tanwar, Jeffery B. Bylund, Jianyong Hu, Jingbo Yan, Joel M. Walthall, Amrita Mukherjee, William H. Heaton, Wen-Der Wang, Franck Potet, Meena Rai, Sabina Kupershmidt, Ela W. Knapik, Antonis K. Hatzopoulos, Gremlin 2 promotes differentiation of embryonic stem cells to atrial fate by activation of the JNK signaling pathway Stem Cells. ,vol. 32, pp. 1774- 1788 ,(2014) , 10.1002/STEM.1703
Nathaniel Huebsch, Peter Loskill, Mohammad A. Mandegar, Natalie C. Marks, Alice S. Sheehan, Zhen Ma, Anurag Mathur, Trieu N. Nguyen, Jennie C. Yoo, Luke M. Judge, C. Ian Spencer, Anand C. Chukka, Caitlin R. Russell, Po-Lin So, Bruce R. Conklin, Kevin E. Healy, Automated Video-Based Analysis of Contractility and Calcium Flux in Human-Induced Pluripotent Stem Cell-Derived Cardiomyocytes Cultured over Different Spatial Scales Tissue Engineering Part C: Methods. ,vol. 21, pp. 467- 479 ,(2015) , 10.1089/TEN.TEC.2014.0283
Shugo Tohyama, Fumiyuki Hattori, Motoaki Sano, Takako Hishiki, Yoshiko Nagahata, Tomomi Matsuura, Hisayuki Hashimoto, Tomoyuki Suzuki, Hiromi Yamashita, Yusuke Satoh, Toru Egashira, Tomohisa Seki, Naoto Muraoka, Hiroyuki Yamakawa, Yasuyuki Ohgino, Tomofumi Tanaka, Masatoshi Yoichi, Shinsuke Yuasa, Mitsushige Murata, Makoto Suematsu, Keiichi Fukuda, Distinct metabolic flow enables large-scale purification of mouse and human pluripotent stem cell-derived cardiomyocytes. Cell Stem Cell. ,vol. 12, pp. 127- 137 ,(2013) , 10.1016/J.STEM.2012.09.013
Jennifer Nichols, Branko Zevnik, Konstantinos Anastassiadis, Hitoshi Niwa, Daniela Klewe-Nebenius, Ian Chambers, Hans Schöler, Austin Smith, Formation of Pluripotent Stem Cells in the Mammalian Embryo Depends on the POU Transcription Factor Oct4 Cell. ,vol. 95, pp. 379- 391 ,(1998) , 10.1016/S0092-8674(00)81769-9
A. Kamgoué, J. Ohayon, Y. Usson, L. Riou, P. Tracqui, Quantification of cardiomyocyte contraction based on image correlation analysis. Cytometry Part A. ,vol. 75, pp. 298- 308 ,(2009) , 10.1002/CYTO.A.20700
Andrea E M Seiler, Horst Spielmann, The validated embryonic stem cell test to predict embryotoxicity in vitro Nature Protocols. ,vol. 6, pp. 961- 978 ,(2011) , 10.1038/NPROT.2011.348
Micha E. Spira, Aviad Hai, Multi-electrode array technologies for neuroscience and cardiology Nature Nanotechnology. ,vol. 8, pp. 83- 94 ,(2013) , 10.1038/NNANO.2012.265