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用详细模型拟合方法从模糊和有噪声的荧光指示剂图像中提取亚微观 Ca 通量。

Extraction of sub-microscopic Ca fluxes from blurred and noisy fluorescent indicator images with a detailed model fitting approach.

机构信息

Department of Physiology and Pharmacology, University of Bristol, Bristol, United Kingdom.

出版信息

PLoS Comput Biol. 2013;9(2):e1002931. doi: 10.1371/journal.pcbi.1002931. Epub 2013 Feb 28.

Abstract

The release of Ca from intracellular stores is key to cardiac muscle function; however, the molecular control of intracellular Ca release remains unclear. Depletion of the intracellular Ca store (sarcoplasmic reticulum, SR) may play an important role, but the ability to measure local SR Ca with fluorescent Ca indicators is limited by the microscope optical resolution and properties of the indicator. This leads to an uncertain degree of spatio-temporal blurring, which is not easily corrected (by deconvolution methods) due to the low signal-to-noise ratio of the recorded signals. In this study, a 3D computer model was constructed to calculate local Ca fluxes and consequent dye signals, which were then blurred by a measured microscope point spread function. Parameter fitting was employed to adjust a release basis function until the model output fitted recorded (2D) Ca spark data. This 'forward method' allowed us to obtain estimates of the time-course of Ca release flux and depletion within the sub-microscopic local SR associated with a number of Ca sparks. While variability in focal position relative to Ca spark sites causes more out-of-focus events to have smaller calculated fluxes (and less SR depletion), the average SR depletion was to 20±10% (s.d.) of the resting level. This focus problem implies that the actual SR depletion is likely to be larger and the five largest depletions analyzed were to 8±6% of the resting level. This profound depletion limits SR release flux during a Ca spark, which peaked at 8±3 pA and declined with a half time of 7±2 ms. By comparison, RyR open probability declined more slowly, suggesting release termination is dominated by neither SR Ca depletion nor intrinsic RyR gating, but results from an interaction of these processes.

摘要

细胞内钙库的释放是心肌功能的关键;然而,细胞内钙释放的分子控制仍不清楚。细胞内钙库(肌浆网,SR)的耗竭可能起着重要作用,但使用荧光钙指示剂测量局部 SR 钙的能力受到显微镜光学分辨率和指示剂性质的限制。这导致空间和时间的不确定程度模糊,由于记录信号的信噪比低,不容易通过反卷积方法进行校正。在这项研究中,构建了一个 3D 计算机模型来计算局部钙通量和随之而来的染料信号,然后用测量的显微镜点扩散函数对其进行模糊处理。采用参数拟合来调整释放基函数,直到模型输出与记录的(2D)钙火花数据相匹配。这种“正向方法”使我们能够获得与多个钙火花相关的亚微观局部 SR 内钙释放通量和耗竭的时间过程估计值。虽然相对于钙火花位置的焦点位置的变化导致更多离焦事件具有较小的计算通量(和更少的 SR 耗竭),但平均 SR 耗竭至与静息水平相比为 20±10%(标准差)。这个焦点问题意味着实际的 SR 耗竭可能更大,分析的五个最大耗竭值与静息水平相比为 8±6%。这种深度耗竭限制了钙火花期间的 SR 释放通量,其峰值为 8±3 pA,半衰期为 7±2 ms。相比之下,RyR 开放概率下降得更慢,这表明释放终止既不是由 SR 钙耗竭也不是由内在 RyR 门控主导,而是这些过程相互作用的结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb06/3585382/72cc1e907551/pcbi.1002931.g001.jpg

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