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.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] Predicting Collective Migration of Heterogeneous Cell Populations
    Mathur, Jairaj
    Pathak, Amit
    BIOPHYSICAL JOURNAL, 2020, 118 (03) : 603A - 603A
  • [32] A stochastic model for topographically influenced cell migration
    Mitchinson, A. J.
    Pogson, M.
    Czanner, G.
    Conway, D.
    Wilkinson, R. R.
    Murphy, M. F.
    Siekmann, I.
    Webb, S. D.
    JOURNAL OF THEORETICAL BIOLOGY, 2024, 581
  • [33] Stochastic Methods for Inferring States of Cell Migration
    Allen, R. J.
    Welch, C.
    Pankow, Neha
    Hahn, Klaus M.
    Elston, Timothy C.
    FRONTIERS IN PHYSIOLOGY, 2020, 11
  • [34] Stochastic Dynamics of Confined Cell Migration.
    Brueckner, D. B.
    Fink, A.
    Schreiber, C.
    Raedler, J. O.
    Broedersz, C. P.
    MOLECULAR BIOLOGY OF THE CELL, 2018, 29 (26)
  • [35] Heterogeneous Dielectric Mixtures in the Terahertz Frequency Range: Theory and Experiment
    Scheller, M.
    Wietzke, S.
    Jansen, C.
    Kipp, S.
    Koch, M.
    2008 CONFERENCE ON LASERS AND ELECTRO-OPTICS & QUANTUM ELECTRONICS AND LASER SCIENCE CONFERENCE, VOLS 1-9, 2008, : 1584 - +
  • [36] Experiment and theory for heterogeneous nucleation of protein crystals in a porous medium
    Chayen, NE
    Saridakis, E
    Sear, RP
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (03) : 597 - 601
  • [37] Learning Theory and Heterogeneous Play in a Signaling-Game Experiment
    Fudenberg, Drew
    Vespa, Emanuel
    AMERICAN ECONOMIC JOURNAL-MICROECONOMICS, 2019, 11 (04) : 186 - 215
  • [38] A COMPARISON OF HETEROGENEOUS NUCLEAR-REACTOR LATTICE THEORY WITH EXPERIMENT
    GRAVES, WE
    BENTON, FD
    SATTERFIELD, RM
    NUCLEAR SCIENCE AND ENGINEERING, 1968, 31 (01) : 57 - +
  • [39] EVIDENCE OF STOCHASTIC RESONANCE IN A LASER WITH SATURABLE ABSORBER - EXPERIMENT AND THEORY
    FIORETTI, A
    GUIDONI, L
    MANNELLA, R
    ARIMONDO, E
    JOURNAL OF STATISTICAL PHYSICS, 1993, 70 (1-2) : 403 - 412
  • [40] Stochastic resonant damping in a noisy monostable system: Theory and experiment
    Volpe, Giovanni
    Perrone, Sandro
    Rubi, J. Miguel
    Petrov, Dmitri
    PHYSICAL REVIEW E, 2008, 77 (05):