来自单粒子跟踪的MSD分析与来自图像的MSD的比较。两全其美。

IF 2.4 3区 化学 Q3 CHEMISTRY, ANALYTICAL Methods and Applications in Fluorescence Pub Date : 2023-10-12 DOI:10.1088/2050-6120/acfd7e
Constanza Kettmayer, Enrico Gratton, Laura C Estrada
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引用次数: 0

摘要

荧光显微镜可以提供关于细胞内部动力学的有价值的信息。特别地,均方位移(MSD)分析被广泛用于表征蛋白质和亚细胞结构的迁移率,提供分子扩散规律。MSD曲线传统上是从基于单粒子跟踪的技术记录的单个轨迹中提取的。最近,像iMSD这样的图像相关方法已经被证明能够直接从图像中提供平均的动态信息,而不需要分离和定位单个粒子。iMSD是一种强大的技术,已在广泛的空间和时间尺度上成功应用于许多不同的生物学问题。这项工作旨在回顾和比较这两种公认的方法及其在不同情况下的表现,以深入了解如何充分利用它们的独特特征。我们展示了用这两种方法对相同数据集的分析。不管MSD或iMSD分析输入数据的实验差异如何,我们的结果表明,这两种方法可以解决自由扩散系统的等效问题。我们专注于研究D=0.001µm2/s和D=0.1µm2/s之间的扩散系数范围,其中我们验证了即使在孤立粒子的情况下也保持了等效性。这为使用任何生物物理实验室中常见的设备研究细胞内动力学开辟了新的机会。
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Comparison of MSD analysis from single particle tracking with MSD from images. Getting the best of both worlds.

Fluorescence microscopy can provide valuable information about cell interior dynamics. Particularly, mean squared displacement (MSD) analysis is widely used to characterize proteins and sub-cellular structures' mobility providing the laws of molecular diffusion. The MSD curve is traditionally extracted from individual trajectories recorded by single-particle tracking-based techniques. More recently, image correlation methods like iMSD have been shown capable of providing averaged dynamic information directly from images, without the need for isolation and localization of individual particles. iMSD is a powerful technique that has been successfully applied to many different biological problems, over a wide spatial and temporal scales. The aim of this work is to review and compare these two well-established methodologies and their performance in different situations, to give an insight on how to make the most out of their unique characteristics. We show the analysis of the same datasets by the two methods. Regardless of the experimental differences in the input data for MSD or iMSD analysis, our results show that the two approaches can address equivalent questions for free diffusing systems. We focused on studying a range of diffusion coefficients between D = 0.001μm2s-1and D = 0.1μm2s-1, where we verified that the equivalence is maintained even for the case of isolated particles. This opens new opportunities for studying intracellular dynamics using equipment commonly available in any biophysical laboratory.

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来源期刊
Methods and Applications in Fluorescence
Methods and Applications in Fluorescence CHEMISTRY, ANALYTICALCHEMISTRY, PHYSICAL&n-CHEMISTRY, PHYSICAL
CiteScore
6.20
自引率
3.10%
发文量
60
期刊介绍: Methods and Applications in Fluorescence focuses on new developments in fluorescence spectroscopy, imaging, microscopy, fluorescent probes, labels and (nano)materials. It will feature both methods and advanced (bio)applications and accepts original research articles, reviews and technical notes.
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