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

物理 背景(考古学) 遍历性 生命系统 跟踪(教育) 纳米技术 活细胞 数据科学 功能(生物学) 统计物理学 计算生物学 生物系统 生物 计算机科学 人工智能 进化生物学 古生物学 材料科学 量子力学 教育学 心理学
作者
Carlo Manzo,M.F. Garcia Parajo
出处
期刊:Reports on Progress in Physics [IOP Publishing]
卷期号:78 (12): 124601-124601 被引量:511
标识
DOI:10.1088/0034-4885/78/12/124601
摘要

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.
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