Motility-driven glass and jamming transitions in biological tissues
arXiv:1509.06578 · doi:10.1103/PhysRevX.6.021011
Abstract
Cell motion inside dense tissues governs many biological processes, including embryonic development and cancer metastasis, and recent experiments suggest that these tissues exhibit collective glassy behavior. To make quantitative predictions about glass transitions in tissues, we study a self-propelled Voronoi (SPV) model that simultaneously captures polarized cell motility and multi-body cell-cell interactions in a confluent tissue, where there are no gaps between cells. We demonstrate that the model exhibits a jamming transition from a solid-like state to a fluid-like state that is controlled by three parameters: the single-cell motile speed, the persistence time of single-cell tracks, and a target shape index that characterizes the competition between cell-cell adhesion and cortical tension. In contrast to traditional particulate glasses, we are able to identify an experimentally accessible structural order parameter that specifies the entire jamming surface as a function of model parameters. We demonstrate that a continuum Soft Glassy Rheology model precisely captures this transition in the limit of small persistence times, and explain how it fails in the limit of large persistence times. These results provide a framework for understanding the collective solid-to-liquid transitions that have been observed in embryonic development and cancer progression, which may be associated with Epithelial-to-Mesenchymal transition in these tissues.
arXiv commentaccepted for publication in Physical Review X, 2016
References in corpus (22)
- Novel type of phase transition in a system of self-driven particles
- Athermal Phase Separation of Self-Propelled Particles with no Alignment
- A density-independent glass transition in biological tissues
- Rheological constitutive equation for model of soft glassy materials
- Phase transition in the collective migration of tissue cells: experiment and model
- Models of traps and glass phenomenology
- Collective and single cell behavior in epithelial contact inhibition
- Vibrational modes identify soft spots in a sheared disordered packing
- Active Jamming: Self-propelled soft particles at high density
- Jamming of frictional spheres and random loose packing
- Unified study of glass and jamming rheology in soft particle systems
- Freezing and phase separation of self-propelled disks
- Energy barriers govern glassy dynamics in tissues
- Pushing the glass transition towards random close packing using self-propelled hard spheres
- Nonequilibrium glassy dynamics of self-propelled hard disks
- Anharmonicity and quasi-localization of the excess low-frequency vibrations in jammed solids
- Critical jamming of frictional grains in the generalized isostaticity picture
- Modeling the dynamics of a tracer particle in an elastic active gel
- Effective temperatures and activated dynamics for a two-dimensional air-driven granular system on two approaches to jamming
- Noise activated granular dynamics
- Coherent motion of monolayer sheets under confinement and its pathological implications
- Athermal Jamming vs Thermalized Glassiness in Sheared Frictionless Particles
Cited by in corpus (180)
- Odd elasticity
- Universal geometric constraints during epithelial jamming
- The statistical physics of active matter: from self-catalytic colloids to living cells
- Mode-Coupling Theory of the Glass Transition: A Primer
- Anisotropy links cell shapes to tissue flow during convergent extension
- Emergence of active nematic behaviour in monolayers of isotropic cells
- Dense active matter model of motion patterns in confluent cell monolayers
- Data-driven quantitative modeling of bacterial active nematics
- Perspective: Nonequilibrium glassy dynamics in dense systems of active particles
- Jamming of Deformable Polygons
- Selective and Collective Actuation in Active Solids
- A geometrically controlled rigidity transition in a model for confluent 3D tissues
- Correlating Cell Shape and Cellular Stress in Motile Confluent Tissues
- A Topologically Driven Glass in Ring Polymers
- A minimal-length approach unifies rigidity in under-constrained materials
- Solid-Liquid Transition of Deformable and Overlapping Active Particles
- How active forces influence nonequilibrium glass transitions
- Multicellular rosettes drive fluid-solid transition in epithelial tissues
- Mechanical heterogeneity in tissues promotes rigidity and controls cellular invasion
- Mode-Coupling Theory for Active Brownian Particles
- Active glass: ergodicity breaking dramatically affects response to self-propulsion
- Fluidization of epithelial sheets by active cell rearrangements
- Soft yet sharp interfaces in a vertex model of confluent tissue
- Cooperation of dual modes of cell motility promotes epithelial stress relaxation to accelerate wound healing
- Geometric frustration and solid-solid transitions in model 2D tissue
- Self-Aligning Polar Active Matter
- Role of cell deformability in the two-dimensional melting of biological tissues
- A direct link between active matter and sheared granular systems
- Aging and rejuvenation of active matter under topological constraints
- Nonlinear Rheology in a Model Biological Tissue
- Dissipation controls transport and phase transitions in active fluids: Mobility, diffusion and biased ensembles
- Linear Viscoelastic Properties of the Vertex Model for Epithelial Tissues
- Multiple Types of Aging in Active Glass
- Shear-driven solidification and nonlinear elasticity in epithelial tissues
- Fluctuation-induced phase separation in metric and topological models of collective motion
- Giant fluctuations and structural effects in a flocking epithelium
- Dynamics and escape of active particles in a harmonic trap
- Tractions and stress fibers control cell shape and rearrangements in collective cell migration
- Flow of deformable droplets: discontinuous shear thinning and velocity oscillations
- Learning Mean-Field Equations from Particle Data Using WSINDy
- Effect of cellular rearrangement time delays on the rheology of vertex models for confluent tissues
- Lamellar to micellar phases and beyond: when tactic active systems admit free-energy functionals
- Characterization of MIPS in a suspension of repulsive Active Brownian Particles through dynamical features
- Critical Phenomena in Active Matter
- Chloroplasts in plant cells show active glassy behavior under low light conditions
- Cell-to-cell variation sets a tissue-rheology-dependent bound on collective gradient sensing
- 3D shape of epithelial cells on curved substrates
- A biological tissue-inspired tunable photonic fluid
- Glassy Dynamics in Chiral Fluids
- Pulsating active matter
- Confluent and non-confluent phases in a model of cell tissue
- Multiphase field models for collective cell migration
- Controlled neighbor exchanges drive glassy behavior, intermittency and cell streaming in epithelial tissues
- Theory and simulation for equilibrium glassy dynamics in cellular Potts model of confluent biological tissue
- Tracking collective cell motion by topological data analysis
- Mechanics of epithelial tissue formation
- Active T1 transitions in cellular networks
- Cage Length Controls the Non-Monotonic Dynamics of Active Glassy Matter
- Topological metric detects hidden order in disordered media
- Polar Fluctuations Lead to Extensile Nematic Behavior in Confluent Tissues
- Aging in thermal active glasses
- Thermally activated flow in models of amorphous solids
- Interplay of curvature and rigidity in shape-based models of confluent tissue
- Intercellular Friction and Motility Drive Orientational Order in Cell Monolayers
- Softness, anomalous dynamics, and fractal-like energy landscape in model cell tissues
- Compaction of mixtures of rigid and highly deformable particles: a micro-mechanical model
- Yield-stress transition in suspensions of deformable droplets
- Soft grain compression: beyond the jamming point
- Shape-tension coupling produces nematic order in an epithelium vertex model
- Mean-field dynamics of infinite-dimensional particle systems: global shear versus random local forcing
- Analogies between growing dense active matter and soft driven glasses
- Hydrodynamic effects on the liquid-hexatic transition of active colloids
- Contrarian compulsions produce time dependent flocking of active particles
- Tissue flow induces cell shape changes during organogenesis
- Mode-Coupling Theory for Tagged-Particle Motion of Active Brownian Particles
- Yield Stress and Compliance in Active Cell Monolayers
- Nonlinear and Nonlocal Elasticity in Coarse-Grained Differential-Tension Models of Epithelia
- Jamming by growth
- Spatial fluctuations at vertices of epithelial layers: quantification of regulation by Rho pathway
- Active Glassy Dynamics is Unaffected by the Microscopic Details of Self-Propulsion
- Cell growth rate dictates the onset of glass to fluid-like transition and long time super-diffusion in an evolving cell colony
- Towards a variational Jordan-Lee-Preskill quantum algorithm
- Signature of Dynamical Heterogeneity in Spatial Correlations of Particle Displacement and its Temporal Evolution in Supercooled Liquids
- Motile topological defects hinder dynamical arrest in dense liquids of active ellipsoids
- Anomalous elasticity of cellular tissue vertex model
- Linear Viscoelastic Response of the Vertex Model with Internal and External Dissipation: Normal Modes Analysis
- Self-generated persistent random forces drive phase separation in growing tumors
- Micromechanical description of the compaction of soft pentagon assemblies
- Discovering dynamic laws from observations: the case of self-propelled, interacting colloids
- Statistical properties of 3D cell geometry from 2D slices
- Population genetics in microchannels
- Poisson-bracket formulation of the dynamics of fluids of deformable particles
- Structural characterization and statistical-mechanical model of epidermal patterns
- Collective cell migration of epithelial cells driven by chiral torque generation
- Information density, structure and entropy in equilibrium and non-equilibrium systems
- Bridging the Gap Between Collective Motility and Epithelial-Mesenchymal Transitions through the Active Finite Voronoi Model
- Inter-particle adhesion regulates the surface roughness of growing dense three-dimensional active particle aggregates
- Coordinated motion of epithelial layers on curved surfaces
- Fluid-Glass-Jamming Rheology of Soft Active Brownian Particles
- Shear Induced Orientational Ordering in Active Glass
- Alignment interactions drive structural transitions in biological tissues
- Rigidity of Epithelial Tissues as a Double Optimization Problem
- Complete mathematical theory of the jamming transition: A perspective
- Three-body problem for Langevin dynamics with different temperatures
- Motion of active tracer in a lattice gas with cross-shaped particles
- Mode-coupling theory for mixtures of athermal self-propelled particles
- Work Fluctuations in the Active Ornstein- Uhlenbeck Particle model
- Fluctuation-Induced First Order Transition to Collective Motion
- A continuous constraint satisfaction problem for the rigidity transition in confluent tissues
- Interplay between jamming and MIPS in persistent self-propelling particles
- From single to collective motion of social amoebae: a computational study of interacting cells
- Force networks, torque balance and Airy stress in the planar vertex model of a confluent epithelium
- Vertex model with internal dissipation enables sustained flows
- Distribution networks achieve uniform perfusion through geometric self-organization
- Glassy dynamics of a binary Voronoi fluid: A mode-coupling analysis
- Aging or DEAD: origin of the non-monotonic response to weak self-propulsion in active glasses
- The Influence of Particle Softness on Active Glassy Dynamics
- Multiphase Field Model of Cells on a Substrate: From 3D to 2D
- Discontinuous shear thickening in biological tissue rheology
- Origin of yield stress and mechanical plasticity in model biological tissues
- The Cellular Potts Model on Disordered Lattices
- Modeling non-linear dielectric susceptibilities of supercooled molecular liquids
- Ciliary flocking and emergent instabilities enable collective agility in a non-neuromuscular animal
- The cell adaptation time sets a minimum length scale for patterned substrates
- Dynamical mean field theory for models of confluent tissues and beyond
- Learning Dynamics from Multicellular Graphs with Deep Neural Networks
- Jamming and Unusual Charge Density Fluctuations of Strange Metals
- Effects of cell-cell adhesion on migration of multicellular clusters
- Long-range correlations in pinned athermal networks
- Rejuvenation and memory effects in active glasses induced by thermal and active cycling
- Mechanical Plasticity of Cell Membranes Enhances Epithelial Wound Closure
- Universal scaling for disordered viscoelastic matter near the onset of rigidity
- Passive objects in confined active fluids: a localization transition
- Diffusive oscillators capture the pulsating states of deformable particles
- Dynamic Gardner crossover in a simple structural glass
- Graph topological transformations in space-filling cell aggregates
- On continuum modeling of cell aggregation phenomena
- Active Phases for Particles on Resource Landscapes
- Basolateral mechanics prevents rigidity transition in epithelial monolayers
- Rigidity transition of a highly compressible granular medium
- Active Jamming at Criticality
- Mechanical inhibition of dissipation in a thermodynamically consistent active solid
- Co-regulation of multi-cellular swirling by individual cellular chirality and boundaries
- Small-scale demixing in confluent biological tissues
- Rearrangements during slow compression of a jammed two-dimensional emulsion
- Disordering two-dimensional magnet-particle configurations using bidispersity
- Role of intercellular adhesion in modulating tissue fluidity
- Geometric signatures of tissue surface tension in a three-dimensional model of confluent tissue
- Proliferating Nematic That Collectively Senses an Anisotropic Substrate
- Topological properties and shape of proliferative and non-proliferative cell monolayers
- Tuning Steady Shear Rheology through Active Dopants
- Identifying the mechanism for superdiffusivity in mouse fibroblast motility
- Pattern Formation and Flocking for Particles Near the Jamming Transition on Resource Gradient Substrates
- Effects of cell elasticity on the migration behavior of a monolayer of motile cells: Sharp Interface Model
- Reentrant transition to collective actuation in active solids with a polarizing field
- Cell divisions imprint long lasting elastic strain fields in epithelial tissues
- Controlling the Glass Transition through Active Fluctuating Interactions
- Motion Ordering in Cellular Polar-polar and Polar-nonpolar Interactions
- Growth and shrinkage of tissue sheets on substrates: buds, buckles, and pores
- Entropy production in active Rouse polymers
- Soliton approximation in continuum models of leader-follower behavior
- Random traction yielding transition in epithelial tissues
- Mechanically-driven Stem Cell Separation in Tissues caused by Proliferating Daughter Cells
- A Mechanistic Model of the Organization of Cell Shapes in Epithelial Tissues
- Dispersal and organization of polarized cells: non-linear diffusion and cluster formation without adhesion
- Topological Floppy Modes in Epithelial Tissues
- Optimal power and efficiency of odd engines
- The Initiation of Shear Band Formation in Deformed Metallic Glasses from Soft Localized Domains
- Universal Persistent Brownian Motions in Confluent Tissues
- Defects and Frustration in the Packing of Soft Balls
- Active matter in infinite dimensions: Fokker-Planck equation and dynamical mean-field theory at low density
- Substrate disorder promotes cell motility in confluent tissues
- Incorporating stochastic gene expression, signaling-mediated intercellular interactions, and regulated cell proliferation in models of coordinated tissue development
- Yielding in dense active matter
- Active Inter-cellular Forces in Collective Cell Motility
- Density-Independent transient caging in the high-density phase of motility-induced phase separation
- Leader-cell-driven epithelial sheet fingering
- Biomechanics of Collective Cell Migration in Cancer Progression -- Experimental and Computational Methods
- Mechanically-driven growth and competition in a Voronoi model of tissues
- Arrhenius-Type Description and Noise-Composition Dependence of Single-Vacancy Hopping in Active Brownian Crystals