2017
DOI: 10.1021/acs.chemrev.6b00815
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Single Particle Tracking: From Theory to Biophysical Applications

Abstract: After three decades of developments, single particle tracking (SPT) has become a powerful tool to interrogate dynamics in a range of materials including live cells and novel catalytic supports because of its ability to reveal dynamics in the structure-function relationships underlying the heterogeneous nature of such systems. In this review, we summarize the algorithms behind, and practical applications of, SPT. We first cover the theoretical background including particle identification, localization, and traj… Show more

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Cited by 450 publications
(421 citation statements)
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References 337 publications
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“…[41,42] These imaging methods can reveal single NP dynamics in solution, but the experiment setups are complicated and expensive. In recent years, individual insulating NPs have been investigated by novel optical methods, such as surface plasmon resonance imaging (SPRi) microscopy and super-resolution fluorescence microscopy.…”
Section: Discussionmentioning
confidence: 99%
“…[41,42] These imaging methods can reveal single NP dynamics in solution, but the experiment setups are complicated and expensive. In recent years, individual insulating NPs have been investigated by novel optical methods, such as surface plasmon resonance imaging (SPRi) microscopy and super-resolution fluorescence microscopy.…”
Section: Discussionmentioning
confidence: 99%
“…Recently, researchers have made and promoted remarkable progress toward improving experimental techniques for investigating diffusive processes, mainly illustrated by the developments in the single-particle tracking technique [36][37][38][39]. Such improvements yield novel insights into transport properties of biological systems [40][41][42] and nanomaterials [43][44][45], where the high-resolution of the experiments has found different diffusive behaviors depending on the time scale. In this context, an important question is whether other forms of fractional differential operators (replacing the Riemann-Liouville one) such as those recently-proposed with non-singular kernels [46][47][48][49][50][51] are suitable to describe the aforementioned situations.…”
Section: Introductionmentioning
confidence: 99%
“…Special fluorescing tags attached on molecules are tracked and digital image processing tools allow nanometer (nm) resolution in positioning. Image processing methods and algorithms are developed in significantly many studies for particle and cell tracking in microscopic platforms [22,23]. However, there are important challenges for collection capability and analyzing high complexity imaging data.…”
Section: Microfluidic Applicationsmentioning
confidence: 99%