Ventura Alejandra C, Bruno Luciana, Demuro Angelo, Parker Ian, Dawson Silvina Ponce
Departamento de Física, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina.
Biophys J. 2005 Apr;88(4):2403-21. doi: 10.1529/biophysj.104.045260. Epub 2005 Jan 28.
Local intracellular Ca(2+) signals result from Ca(2+) flux into the cytosol through individual channels or clusters of channels. To gain a mechanistic understanding of these events we need to know the magnitude and spatial distribution of the underlying Ca(2+) flux. However, this is difficult to infer from fluorescence Ca(2+) images because the distribution of Ca(2+)-bound dye is affected by poorly characterized processes including diffusion of Ca(2+) ions, their binding to mobile and immobile buffers, and sequestration by Ca(2+) pumps. Several methods have previously been proposed to derive Ca(2+) flux from fluorescence images, but all require explicit knowledge or assumptions regarding these processes. We now present a novel algorithm that requires few assumptions and is largely model-independent. By testing the algorithm with both numerically generated image data and experimental images of sparklets resulting from Ca(2+) flux through individual voltage-gated channels, we show that it satisfactorily reconstructs the magnitude and time course of the underlying Ca(2+) currents.
局部细胞内钙离子信号是由钙离子通过单个通道或通道簇流入细胞质溶胶而产生的。为了从机制上理解这些事件,我们需要了解潜在钙离子通量的大小和空间分布。然而,这很难从荧光钙离子图像中推断出来,因为与钙离子结合的染料的分布会受到一些特征不明的过程的影响,这些过程包括钙离子的扩散、它们与移动和固定缓冲剂的结合以及被钙离子泵隔离。此前已经提出了几种从荧光图像中推导钙离子通量的方法,但所有这些方法都需要关于这些过程的明确知识或假设。我们现在提出一种新算法,该算法几乎不需要假设,并且在很大程度上与模型无关。通过用数值生成的图像数据以及由钙离子通过单个电压门控通道产生的小火花的实验图像对该算法进行测试,我们表明它能够令人满意地重建潜在钙离子电流的大小和时间进程。