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A review of progress in single particle tracking: from methods to biophysical insights

机译:单一颗粒跟踪的进展回顾:从方法到生物物理见解

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Optical microscopy has for centuries been a key tool to study living cells with minimum invasiveness. The advent of single molecule techniques over the past two decades has revolutionized the field of cell biology by providing a more quantitative picture of the complex and highly dynamic organization of living systems. Amongst these techniques, single particle tracking (SPT) has emerged as a powerful approach to study a variety of dynamic processes in life sciences. SPT provides access to single molecule behavior in the natural context of living cells, thereby allowing a complete statistical characterization of the system under study. In this review we describe the foundations of SPT together with novel optical implementations that nowadays allow the investigation of single molecule dynamic events with increasingly high spatiotemporal resolution using molecular densities closer to physiological expression levels. We outline some of the algorithms for the faithful reconstruction of SPT trajectories as well as data analysis, and highlight biological examples where the technique has provided novel insights into the role of diffusion regulating cellular function. The last part of the review concentrates on different theoretical models that describe anomalous transport behavior and ergodicity breaking observed from SPT studies in living cells.
机译:几个世纪以来,光学显微镜一直是研究具有最小侵入性的活细胞的关键工具。在过去的二十年中,单分子技术的出现为细胞生物学领域带来了革命性变化,它提供了更为复杂的,高度动态的生命系统组织结构的定量图像。在这些技术中,单粒子跟踪(SPT)已经成为研究生命科学中各种动态过程的有力方法。 SPT提供了在活细胞自然环境中获得单分子行为的途径,从而可以对正在研究的系统进行完整的统计表征。在这篇综述中,我们描述了SPT的基础以及新颖的光学实现方式,这些实现方式如今允许使用更接近于生理表达水平的分子密度来研究具有越来越高的时空分辨率的单分子动态事件。我们概述了一些用于忠实重建SPT轨迹以及进行数据分析的算法,并重点介绍了生物学示例,其中该技术为扩散调节细胞功能的作用提供了新见解。综述的最后一部分集中在描述从活细胞SPT研究中观察到的异常运输行为和遍历破坏性的不同理论模型。

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