Proceedings of the National Academy of Sciences · 2008 · 213 citations · 46 references
EngineeringBiophysicsPhysicsStochastic ProcessesTheoretical BiophysicsTransport PhenomenaBrownian MotionDiffusion ProcessesFirst Passage TimesRandom WalksStatistical MechanicsStochastic Processes In BiophysicsAnomalous DiffusionAnomalous TransportBrownian Motion In FluidsFirst-passage Time DistributionsFirst-passage Time TheoryMean First Passage TimeOccupation TimesRandom Walks In Disordered Media
Subdiffusive motion of tracer particles in complex crowded environments, such as biological cells, has been shown to be widespread. This deviation from Brownian motion is usually characterized by a sublinear time dependence of the mean square displacement (MSD). However, subdiffusive behavior can stem from different microscopic scenarios that cannot be identified solely by the MSD data. In this article we present a theoretical framework that permits the analytical calculation of first-passage observables (mean first-passage times, splitting probabilities, and occupation times distributions) in disordered media in any dimensions. This analysis is applied to two representative microscopic models of subdiffusion: continuous-time random walks with heavy tailed waiting times and diffusion on fractals. Our results show that first-passage observables provide tools to unambiguously discriminate between the two possible microscopic scenarios of subdiffusion. Moreover, we suggest experiments based on first-passage observables that could help in determining the origin of subdiffusion in complex media, such as living cells, and discuss the implications of anomalous transport to reaction kinetics in cells.
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Stochastic Processes in Physics and Chemistry
Van Kampen · 1992 · 3.1K citations
Natural Sciences, Chemistry, Physics +12