Stochastic and Heterogeneous Cancer Cell Migration: Experiment and Theory

被引:24
作者
Kwon, Taejin [1 ]
Kwon, Ok-Seon [2 ,4 ]
Cha, Hyuk-Jin [3 ]
Sung, Bong June [1 ]
机构
[1] Sogang Univ, Dept Chem, Seoul 04107, South Korea
[2] Sogang Univ, Res Inst Basic Sci, Seoul 04107, South Korea
[3] Sogang Univ, Dept Life Sci, Seoul 04107, South Korea
[4] Seoul Natl Univ, Coll Pharm, Seoul 08826, South Korea
关键词
NONGENETIC HETEROGENEITY; DYNAMICS; DIFFUSION; MOTILITY; MODEL; LOCOMOTION;
D O I
10.1038/s41598-019-52480-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cell migration, an essential process for normal cell development and cancer metastasis, differs from a simple random walk: the mean-square displacement (<(Delta r)(2)(t)>) of cells sometimes shows nonFickian behavior, and the spatiotemporal correlation function (G(r, t)) of cells is often non-Gaussian. We find that this intriguing cell migration should be attributed to heterogeneity in a cell population, even one with a homogeneous genetic background. There are two limiting types of heterogeneity in a cell population: cellular heterogeneity and temporal heterogeneity. Cellular heterogeneity accounts for the cell-to-cell variation in migration capacity, while temporal heterogeneity arises from the temporal noise in the migration capacity of single cells. We illustrate that both cellular and temporal heterogeneity need to be taken into account simultaneously to elucidate cell migration. We investigate the two-dimensional migration of A549 lung cancer cells using time-lapse microscopy and find that the migration of A549 cells is Fickian but has a non-Gaussian spatiotemporal correlation. We find that when a theoretical model considers both cellular and temporal heterogeneity, the model reproduces all of the anomalous behaviors of cancer cell migration.
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页数:13
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共 58 条
  • [11] Circadian Clock Genes Modulate Human Bone Marrow Mesenchymal Stem Cell Differentiation, Migration and Cell Cycle
    Boucher, Helene
    Vanneaux, Valerie
    Domet, Thomas
    Parouchev, Alexandre
    Larghero, Jerome
    [J]. PLOS ONE, 2016, 11 (01):
  • [12] OPINION Non-genetic heterogeneity - a mutation-independent driving force for the somatic evolution of tumours
    Brock, Amy
    Chang, Hannah
    Huang, Sui
    [J]. NATURE REVIEWS GENETICS, 2009, 10 (05) : 336 - 342
  • [13] Accurate sampling using Langevin dynamics
    Bussi, Giovanni
    Parrinello, Michele
    [J]. PHYSICAL REVIEW E, 2007, 75 (05)
  • [14] Single-cell Migration Chip for Chemotaxis-based Microfluidic Selection of Heterogeneous Cell Populations
    Chen, Yu-Chih
    Allen, Steven G.
    Ingram, Patrick N.
    Buckanovich, Ronald
    Merajver, Sofia D.
    Yoon, Euisik
    [J]. SCIENTIFIC REPORTS, 2015, 5
  • [15] Non-Gaussianity, population heterogeneity, and transient superdiffusion in the spreading dynamics of amoeboid cells
    Cherstvy, Andrey G.
    Nagel, Oliver
    Beta, Carsten
    Metzler, Ralf
    [J]. PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2018, 20 (35) : 23034 - 23054
  • [16] ASSESSMENT OF BRAIN-TUMOR CELL MOTILITY IN-VIVO AND IN-VITRO
    CHICOINE, MR
    SILBERGELD, DL
    [J]. JOURNAL OF NEUROSURGERY, 1995, 82 (04) : 615 - 622
  • [17] Diffusing Diffusivity: A Model for Anomalous, yet Brownian, Diffusion
    Chubynsky, Mykyta V.
    Slater, Gary W.
    [J]. PHYSICAL REVIEW LETTERS, 2014, 113 (09)
  • [18] Exponential distribution of locomotion activity in cell cultures
    Czirok, A
    Schlett, K
    Madarasz, E
    Vicsek, T
    [J]. PHYSICAL REVIEW LETTERS, 1998, 81 (14) : 3038 - 3041
  • [19] INTRAEMBRYONIC HEMATOPOIETIC-CELL MIGRATION DURING VERTEBRATE DEVELOPMENT
    DETRICH, HW
    KIERAN, MW
    CHAN, FY
    BARONE, LM
    YEE, K
    RUNDSTADLER, JA
    PRATT, S
    RANSOM, D
    ZON, LI
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1995, 92 (23) : 10713 - 10717
  • [20] Anomalous dynamics of cell migration
    Dieterich, Peter
    Klages, Rainer
    Preuss, Roland
    Schwab, Albrecht
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (02) : 459 - 463