Anomalous transport in the crowded world of biological cells
arXiv:1301.6990 · doi:10.1088/0034-4885/76/4/046602
Abstract
A ubiquitous observation in cell biology is that diffusion of macromolecules and organelles is anomalous, and a description simply based on the conventional diffusion equation with diffusion constants measured in dilute solution fails. This is commonly attributed to macromolecular crowding in the interior of cells and in cellular membranes, summarising their densely packed and heterogeneous structures. The most familiar phenomenon is a power-law increase of the MSD, but there are other manifestations like strongly reduced and time-dependent diffusion coefficients, persistent correlations, non-gaussian distributions of the displacements, heterogeneous diffusion, and immobile particles. After a general introduction to the statistical description of slow, anomalous transport, we summarise some widely used theoretical models: gaussian models like FBM and Langevin equations for visco-elastic media, the CTRW model, and the Lorentz model describing obstructed transport in a heterogeneous environment. Emphasis is put on the spatio-temporal properties of the transport in terms of 2-point correlation functions, dynamic scaling behaviour, and how the models are distinguished by their propagators even for identical MSDs. Then, we review the theory underlying common experimental techniques in the presence of anomalous transport: single-particle tracking, FCS, and FRAP. We report on the large body of recent experimental evidence for anomalous transport in crowded biological media: in cyto- and nucleoplasm as well as in cellular membranes, complemented by in vitro experiments where model systems mimic physiological crowding conditions. Finally, computer simulations play an important role in testing the theoretical models and corroborating the experimental findings. The review is completed by a synthesis of the theoretical and experimental progress identifying open questions for future investigation.
review article, to appear in Rep. Prog. Phys
References in corpus (33)
- Random Time-Scale Invariant Diffusion and Transport Coefficients
- Probing microscopic origins of confined subdiffusion by first-passage observables
- Liquid-glass transition of a fluid confined in a disordered porous matrix: A mode-coupling theory
- Near-critical fluctuations and cytoskeleton-assisted phase separation lead to subdiffusion in cell membranes
- Relaxation Scenarios in a Mixture of Large and Small Spheres: Dependence on the Size Disparity
- Development of anomalous diffusion among crowding proteins
- Static and Dynamic Critical Behavior of a Symmetrical Binary Fluid: A Computer Simulation
- Mode-coupling theory for the slow collective dynamics of fluids adsorbed in disordered porous media
- Critical Dynamics in a Binary Fluid: Simulations and Finite-size Scaling
- Single-particle and collective slow dynamics of colloids in porous confinement
- Weakly non-ergodic Statistical Physics
- Generalized Elastic Model yields Fractional Langevin Equation
- Anisotropic memory effects in confined colloidal diffusion
- Crossover in the Slow Decay of Dynamic Correlations in the Lorentz Model
- The Localization Transition of the Two-Dimensional Lorentz Model
- Diffusion-limited reactions in crowded environments
- Critical dynamics of ballistic and Brownian particles in a heterogeneous environment
- Tagged-particle dynamics in a fluid adsorbed in a disordered porous solid: interplay between the diffusion-localization and liquid-glass transitions
- Persistent correlation of constrained colloidal motion
- Cluster-resolved dynamic scaling theory and universal corrections for transport on percolating systems
- Anomalous transport resolved in space and time by fluorescence correlation spectroscopy
- Universal fluctuations in subdiffusive transport
- Correction-to-scaling exponent for two-dimensional percolation
- Persistent memory for a Brownian walker in a random array of obstacles
- Multi-point Distribution Function for the Continuous Time Random Walk
- Simulational study of anomalous tracer diffusion in hydrogels
- Dynamic arrest of colloids in porous environments: disentangling crowding and confinement
- Correlations in a Generalized Elastic Model: Fractional Langevin Equation Approach
- Long-Wavelength Anomalies in the Asymptotic Behavior of Mode-Coupling Theory
- Dynamic arrest in model porous media -- intermediate scattering functions
- Space-resolved dynamics of a tracer in a disordered solid
- Localization phenomena in models of ion-conducting glass formers
- Random walk approach to the d-dimensional disordered Lorentz gas
Cited by in corpus (53)
- "Diffusing diffusivity": A model for anomalous and "anomalous yet Brownian" diffusion
- Weak ergodicity breaking of receptor motion in living cells stemming from random diffusivity
- Scaled Brownian motion: a paradoxical process with a time dependent diffusivity for the description of anomalous diffusion
- The role of fractional time-derivative operators on anomalous diffusion
- Non-universal tracer diffusion in crowded media of non-inert obstacles
- Non-ergodicity, fluctuations, and criticality in heterogeneous diffusion processes
- The Plasma Membrane is Compartmentalized by a Self-Similar Cortical Actin Meshwork
- Measurement of Anomalous Diffusion Using Recurrent Neural Networks
- Intermediate scattering function of an anisotropic active Brownian particle
- Kinetics of polymer looping with macromolecular crowding: effects of volume fraction and crowder size
- Anomalous diffusion in time-fluctuating non-stationary diffusivity landscapes
- Collective dynamics effect transient subdiffusion of inert tracers in gel networks
- Superstatistical generalised Langevin equation: non-Gaussian viscoelastic anomalous diffusion
- Continuous-time random walks with reset events: Historical background and new perspectives
- Aging Scaled Brownian Motion
- Dynamic Density Functional Theory with hydrodynamic interactions and fluctuations
- Ageing underdamped scaled Brownian motion: ensemble and time averaged particle displacements, non-ergodicity, and the failure of the overdamping approximation
- Generalized diffusion-wave equation with memory kernel
- First passage time statistics for two-channel diffusion
- Percolation thresholds and fractal dimensions for square and cubic lattices with long-range correlated defects
- The viscoelastic properties of chromatin and the nucleoplasm revealed by scale-dependent protein mobility
- Anomalous Diffusion of Self-Propelled Particles in Directed Random Environments
- Ergodicity breaking and particle spreading in noisy heterogeneous diffusion processes
- Rounding of the localization transition in model porous media
- Quantum Brownian Motion with Inhomogeneous Damping and Diffusion
- Test of the diffusing-diffusivity mechanism using near-wall colloidal dynamics
- Anomalous diffusion in a quenched-trap model on fractal lattices
- Energetics of active fluctuations in living cells
- Experimental creation and characterization of random potential energy landscapes exploiting speckle patterns
- Anomalous transport of subdiffusing cargos by single kinesin motors: the role of mechanochemical coupling and anharmonicity of tether
- Sub-diffusion in External Potential: Anomalous hiding behind Normal
- Stochastic Tools Hidden Behind the Empirical Dielectric Relaxation Laws
- Dimensional study of the dynamical arrest in a random Lorentz gas
- Diffusion of tagged particles in a crowded medium
- Langevin formulation of a subdiffusive continuous time random walk in physical time
- Detection of Transition Times from Single-particle-tracking Trajectories
- Non-anomalous diffusion is not always Gaussian
- Dynamic heterogeneities and non-Gaussian behavior in two-dimensional randomly confined colloidal fluids
- Persistence-Length Renormalization of Polymers in a Crowded Environment of Hard Disks
- Rectification and non-Gaussian diffusion in heterogeneous media
- Dynamically Crowded Solutions of Infinitely Thin Brownian Needles
- Nonergodic subdiffusion from transient interactions with heterogeneous partners
- A reaction-subdiffusion model of fluorescence recovery after photobleaching (FRAP)
- Effects of soft interactions and bound mobility on diffusion in crowded environments: a model of sticky and slippery obstacles
- Thermally induced passage and current of particles in a highly unstable optical potential
- Colloids Exposed to Random Potential Energy Landscapes: from Particle Number Density to Particle-Potential and Particle-Particle Interactions
- Transient behaviour of a polymer dragged through a viscoelastic medium
- Replica symmetry breaking in trajectory space for the trap model
- Aging Feynman-Kac Equation
- Many-body effects in tracer particle diffusion with applications for single-protein dynamics on DNA
- Gradient-driven diffusion and pattern formation in crowded mixtures
- On the detection of superdiffusive behaviour in time series
- One-Dimensional Random Walk in Multi-Zone Environment