CalTrack High-Throughput Automated Calcium Transient Analysis in Cardiomyocytes

被引:36
|
作者
Psaras, Yiangos [1 ]
Margara, Francesca [1 ,2 ]
Cicconet, Marcelo [4 ]
Sparrow, Alexander J. [1 ]
Repetti, Giuliana G. [5 ]
Schmid, Manuel [1 ]
Steeples, Violetta [1 ]
Wilcox, Jonathan A. L. [5 ]
Bueno-Orovio, Alfonso [2 ]
Redwood, Charles S. [1 ]
Watkins, Hugh C. [1 ,3 ]
Robinson, Paul [1 ]
Rodriguez, Blanca [2 ]
Seidman, Jonathan G. [5 ]
Seidman, Christine E. [5 ,6 ,7 ]
Toepfer, Christopher N. [1 ,3 ,5 ]
机构
[1] Univ Oxford, Radcliffe Dept Med, Div Cardiovasc Med, Oxford, England
[2] Univ Oxford, Comp Sci, Oxford, England
[3] Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
[4] Harvard Med Sch, Image & Data Anal Core, Boston, MA 02115 USA
[5] Harvard Med Sch, Genet, Boston, MA 02115 USA
[6] Brigham & Womens Hosp, Dept Med, Div Cardiovasc, Boston, MA 02115 USA
[7] Howard Hughes Med Inst, Chevy Chase, MD USA
基金
英国惠康基金; 英国国家替代、减少和改良动物研究中心; 欧盟地平线“2020”; 美国国家卫生研究院; 美国国家科学基金会;
关键词
calcium; cardiomyopathy; hypertrophic; induced pluripotent stem cells; myocytes; cardiac; photobleaching; CELL-DERIVED CARDIOMYOCYTES; CARDIAC TROPONIN-C; HYPERTROPHIC CARDIOMYOPATHY; SARCOMERE FUNCTION; CA2+ INDICATORS; PHOSPHORYLATION; LEVOSIMENDAN; DRUG; CONTRACTILITY; POPULATIONS;
D O I
10.1161/CIRCRESAHA.121.318868
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Rationale: Calcium transient analysis is central to understanding inherited and acquired cardiac physiology and disease. Although the development of novel calcium reporters enables assays of CRISPR/Cas-9 genome-edited induced pluripotent stem cell-derived cardiomyocytes and primary adult cardiomyocytes, existing calcium-detection technologies are often proprietary and require specialist equipment, whereas open-source workflows necessitate considerable user expertise and manual input. Objective: We aimed to develop an easy to use open-source, adaptable, and automated analysis pipeline for measuring cellular calcium transients, from image stack to data output, inclusive of cellular identification, background subtraction, photobleaching correction, calcium transient averaging, calcium transient fitting, data collation, and aberrant behavior recognition. Methods and Results: We developed CalTrack, a MatLab-based algorithm, to monitor fluorescent calcium transients in living cardiomyocytes, including isolated single cells or those contained in 3-dimensional tissues or organoids, and to analyze data acquired using photomultiplier tubes or employing line scans. CalTrack uses masks to segment cells allowing multiple cardiomyocyte transients to be measured from a single field of view. After automatically correcting for photobleaching, CalTrack averages and fits a string of transients and provides parameters that measure time to peak, time of decay, tau, peak fluorescence/baseline fluorescence (F-max/F-0), and others. We demonstrate the utility of CalTrack in primary and induced pluripotent stem cell-derived cell lines in response to pharmacological compounds and in phenotyping cells carrying hypertrophic cardiomyopathy variants. Conclusions: CalTrack, an open-source tool that runs on a local computer, provides automated high-throughput analysis of calcium transients in response to development, genetic or pharmacological manipulations, and pathological conditions. We expect that CalTrack analyses will accelerate insights into physiological and abnormal calcium homeostasis that influence diverse aspects of cardiomyocyte biology.
引用
收藏
页码:326 / 341
页数:16
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