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Cell Growth Rate Dictates the Onset of Glass to Fluidlike Transition and Long Time Superdiffusion in an Evolving Cell Colony

  • Abdul N. Malmi-Kakkada(corresponding author)
    ,
  • Xin Li
    ,
  • Himadri S. Samanta
    ,
  • Sumit Sinha
    ,
  • D. Thirumalai
*Corresponding author for this work
  • University of Texas at Austin
Scholary Output:
Contribution to journal
Article
Peer-review

Open access

Abstract

Collective migration dominates many phenomena, from cell movement in living systems to abiotic self-propelling particles. Focusing on the early stages of tumor evolution, we enunciate the principles involved in cell dynamics and highlight their implications in understanding similar behavior in seemingly unrelated soft glassy materials and possibly chemokine-induced migration of CD8+T cells. We performed simulations of tumor invasion using a minimal three-dimensional model, accounting for cell elasticity and adhesive cell-cell interactions, as well as cell birth and death, to establish that cell-growth-rate-dependent tumor expansion results in the emergence of distinct topological niches. Cells at the periphery move with higher velocity perpendicular to the tumor boundary, while the motion of interior cells is slower and isotropic. The mean-square displacement Δ(t) of cells exhibits glassy behavior at times comparable to the cell cycle time, while exhibiting superdiffusive behavior, Δ(t)≈tα (α>1), at longer times. We derive the value of α≈1.33 using a field theoretic approach based on stochastic quantization. In the process, we establish the universality of superdiffusion in a class of seemingly unrelated nonequilibrium systems. Superdiffusion at long times arises only if there is an imbalance between cell birth and death rates. Our findings for the collective migration, which also suggest that tumor evolution occurs in a polarized manner, are in quantitative agreement with in vitro experiments. Although set in the context of tumor invasion, the findings should also hold in describing the collective motion in growing cells and in active systems, where creation and annihilation of particles play a role.

Publication Information

Output type

Scholary Output:
Contribution to journal
Article
Peer-review

Original language

English (US)

Article number

021025

Journal (Volume, Issue Number)

Physical Review X (Volume 8, Issue 2)

Publication milestones

  • Published - 04/27/2018

Publication status

Published - 04/27/2018

ISSN

2160-3308

Publication IDs

  • Scopus: 85047298589
  • ORCID: /0000-0002-5429-4652/work/93261796

Publication metrics

Metrics

SciVal
FWCI
0.93
SciVal
Author count
5
SciVal
citations
10
SciVal
Paper percentile
81
Scopus
citations
Fractional count
1
Fractional count
0.20
Fractional count
4
Fractional count
0.80
Fractional count
1
Fractional count
1

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Funding Details

We acknowledge Anne D. Bowen at the Visualization Laboratory (Vislab), Texas Advanced Computing Center, for help with figure and video visualizations. We are grateful to Mauro Mugnai, Naoto Hori, and Upayan Baul for discussions and comments on the manuscript. This work was supported by the National Science Foundation through NSF Grants No. PHY 17-08128 and No. CHE 16-32756. Additional support was provided by the Welch Foundation through the Collie-Welch Chair with Grant No. F-0019.
FundersFunding numbers
NSF
PHY 17-08128, 1708128, CHE 16-32756
Welch Foundation
F-0019