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3D high-speed multifocal multiphoton microscopy in muscle and wavelet analysis of fast elementary calcium release events

机译:3D快速小学钙释放事件中肌肉和小波分析中的高速多焦点多光子显微镜

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Recent approaches to record and analyze skeletal muscle elementary calcium release events (ECRE) in three dimensions (XYT) were restricted to short time series and small areas of interest. Here, we present a combined method for XYT analysis of ECRE using high-speed multifocal multiphoton calcium imaging and a wavelet based automated denoising and detection algorithm. Images were analyzed with the 'a trous' implementation of the wavelet transform. 'Hard-threshold' wavelet denoising resulted in markedly improved signal-to-noise ratios compared to low-pass filtering. Automated detection of ECRE was performed across wavelet scales and single events were tracked within an image sequence using 3D segmentation. With this combined approach, the morphological dynamics of fast ECRE in mammalian skeletal muscle fibres could be faithfully monitored with high spatial and temporal resolution. Our method may provide an improved tool for the facilitated detection of ECRE in muscle in three dimensions even under conditions of undisturbed calcium homeostasis.
机译:最近在三个维度(XYT)中记录和分析骨骼肌小学钙释放事件(ECRE)的方法仅限于短时间序列和小区域。在这里,我们使用高速多焦点多相钙成像和基于小波的自动弃头传测和检测算法来介绍ECRE XYT分析的组合方法。通过“TROUS”的小波变换实现分析图像。与低通滤波相比,“硬阈值”小波噪声导致显着改善的信噪比。通过小波尺度进行自动检测ECRE,并且使用3D分段在图像序列内跟踪单个事件。通过这种组合方法,可以忠实地监测哺乳动物骨骼肌纤维中快速ECRE的形态动态,具有高空间和时间分辨率。我们的方法可以提供一种改进的工具,即使在未受干扰的钙稳态的条件下,即使在三维的肌肉中促进了肌肉中的ECRE。

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