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心肌细胞收缩性的高通量分析方法

Approaches to High-Throughput Analysis of Cardiomyocyte Contractility.

作者信息

Wright Peter T, Tsui Sharmane F, Francis Alice J, MacLeod Kenneth T, Marston Steven B

机构信息

Myocardial Function, National Heart and Lung Institute, Imperial College London, London, United Kingdom.

出版信息

Front Physiol. 2020 Jul 8;11:612. doi: 10.3389/fphys.2020.00612. eCollection 2020.

Abstract

The measurement of the contractile behavior of single cardiomyocytes has made a significant contribution to our understanding of the physiology and pathophysiology of the myocardium. However, the isolation of cardiomyocytes introduces various technical and statistical issues. Traditional video and fluorescence microscopy techniques based around conventional microscopy systems result in low-throughput experimental studies, in which single cells are studied over the course of a pharmacological or physiological intervention. We describe a new approach to these experiments made possible with a new piece of instrumentation, the CytoCypher High-Throughput System (CC-HTS). We can assess the shortening of sarcomeres, cell length, Ca handling, and cellular morphology of almost 4 cells per minute. This increase in productivity means that batch-to-batch variation can be identified as a major source of variability. The speed of acquisition means that sufficient numbers of cells in each preparation can be assessed for multiple conditions reducing these batch effects. We demonstrate the different temporal scales over which the CC-HTS can acquire data. We use statistical analysis methods that compensate for the hierarchical effects of clustering within heart preparations and demonstrate a significant false-positive rate, which is potentially present in conventional studies. We demonstrate a more stringent way to perform these tests. The baseline morphological and functional characteristics of rat, mouse, guinea pig, and human cells are explored. Finally, we show data from concentration response experiments revealing the usefulness of the CC-HTS in such studies. We specifically focus on the effects of agents that directly or indirectly affect the activity of the motor proteins involved in the production of cardiomyocyte contraction. A variety of myocardial preparations with differing levels of complexity are in use (e.g., isolated muscle bundles, thin slices, perfused dual innervated isolated heart, and perfused ventricular wedge). All suffer from low throughput but can be regarded as providing independent data points in contrast to the clustering problems associated with isolated cell studies. The greater productivity and sampling power provided by CC-HTS may help to reestablish the utility of isolated cell studies, while preserving the unique insights provided by studying the contribution of the fundamental, cellular unit of myocardial contractility.

摘要

对单个心肌细胞收缩行为的测量,为我们理解心肌的生理学和病理生理学做出了重大贡献。然而,心肌细胞的分离带来了各种技术和统计学问题。基于传统显微镜系统的传统视频和荧光显微镜技术导致实验研究通量较低,即在药理学或生理学干预过程中对单个细胞进行研究。我们描述了一种借助新仪器——细胞密码高通量系统(CC-HTS)实现的新实验方法。我们能够每分钟评估近4个细胞的肌节缩短、细胞长度、钙处理及细胞形态。这种生产力的提高意味着批次间差异可被识别为变异性的主要来源。采集速度意味着每个样本中足够数量的细胞可针对多种条件进行评估,从而减少这些批次效应。我们展示了CC-HTS获取数据的不同时间尺度。我们使用统计分析方法来补偿心脏样本中聚类的分层效应,并证明了传统研究中可能存在的显著假阳性率。我们展示了一种更严格的执行这些测试的方法。我们探索了大鼠、小鼠、豚鼠和人类细胞的基线形态和功能特征。最后,我们展示了浓度响应实验的数据,揭示了CC-HTS在此类研究中的实用性。我们特别关注直接或间接影响参与心肌细胞收缩产生的运动蛋白活性的药物的作用。目前使用着各种复杂度不同的心肌样本(例如,分离的肌束、薄片、灌注双神经支配的离体心脏和灌注心室楔形组织)。所有这些样本都存在通量低的问题,但与分离细胞研究相关的聚类问题相比,可被视为提供独立的数据点。CC-HTS提供的更高生产力和采样能力可能有助于重新确立分离细胞研究的实用性,同时保留通过研究心肌收缩基本细胞单元的贡献所提供的独特见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f75/7362994/c8ef7aa24040/fphys-11-00612-g001.jpg

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