Differentiated cell behavior: a multiscale approach using measure theory

被引:0
|
作者
Annachiara Colombi
Marco Scianna
Andrea Tosin
机构
[1] Politecnico di Torino,Department of Mathematical Sciences
[2] Consiglio Nazionale delle Ricerche,Istituto per le Applicazioni del Calcolo “M. Picone”
来源
关键词
Cell populations; Functional subsystems; Discrete vs. continuous descriptions; Multiscale dynamics; 35Q70; 35Q92; 92C17;
D O I
暂无
中图分类号
学科分类号
摘要
This paper deals with the derivation of a collective model of cell populations out of an individual-based description of the underlying physical particle system. By looking at the spatial distribution of cells in terms of time-evolving measures, rather than at individual cell paths, we obtain an ensemble representation stemming from the phenomenological behavior of the single component cells. In particular, as a key advantage of our approach, the scale of representation of the system, i.e., microscopic/discrete vs. macroscopic/continuous, can be chosen a posteriori according only to the spatial structure given to the aforesaid measures. The paper focuses in particular on the use of different scales based on the specific functions performed by cells. A two-population hybrid system is considered, where cells with a specialized/differentiated phenotype are treated as a discrete population of point masses while unspecialized/undifferentiated cell aggregates are represented by a continuous approximation. Numerical simulations and analytical investigations emphasize the role of some biologically relevant parameters in determining the specific evolution of such a hybrid cell system.
引用
收藏
页码:1049 / 1079
页数:30
相关论文
共 50 条
  • [1] Differentiated cell behavior: a multiscale approach using measure theory
    Colombi, Annachiara
    Scianna, Marco
    Tosin, Andrea
    [J]. JOURNAL OF MATHEMATICAL BIOLOGY, 2015, 71 (05) : 1049 - 1079
  • [2] A multiscale graph cut approach to bright-field multiple cell image segmentation using a Bhattacharyya Measure
    Kang, Soo Min
    Wan, Justin W. L.
    [J]. MEDICAL IMAGING 2013: IMAGE PROCESSING, 2013, 8669
  • [3] Theory driven evaluation of an environmental policy measure: Using the theory of planned behavior
    Bamberg, S
    Schmidt, P
    [J]. ZEITSCHRIFT FUR SOZIALPSYCHOLOGIE, 1997, 28 (04): : 280 - 297
  • [4] Complexity multiscale asynchrony measure and behavior for interacting financial dynamics
    Yang, Ge
    Wang, Jun
    Niu, Hongli
    [J]. PHYSICS LETTERS A, 2016, 380 (37) : 2931 - 2942
  • [5] Modeling of dynamic-mechanical behavior of reinforced elastomers using a multiscale approach
    Ivaneiko, I.
    Toshchevikov, V.
    Saphiannikova, M.
    Stoeckelhuber, K. W.
    Petry, F.
    Westermann, S.
    Heinrich, G.
    [J]. POLYMER, 2016, 82 : 356 - 365
  • [6] Multiscale approach to the theory of nonisothermal homogeneous nucleation
    Zhukhovitskii, D. I.
    [J]. JOURNAL OF CHEMICAL PHYSICS, 2024, 160 (19):
  • [7] Multiscale approach for the nonlinear behavior of cementitious composite
    Madke, Rohit Raju
    Chakraborty, Souvik
    Chowdhury, Rajib
    [J]. COMPUTATIONAL MATERIALS SCIENCE, 2014, 93 : 29 - 35
  • [8] Leakage Behavior of cracked concrete - a multiscale approach
    Zemann, Moritz
    Herrmann, Nico
    Dehn, Frank
    [J]. BETON- UND STAHLBETONBAU, 2019, 114 (12) : 929 - +
  • [9] A computable approach to measure and integration theory
    Edalat, Abbas
    [J]. INFORMATION AND COMPUTATION, 2009, 207 (05) : 642 - 659
  • [10] A computable approach to measure and integration theory
    Edalat, Abbas
    [J]. 22nd Annual IEEE Symposium on Logic in Computer Science, Proceedings, 2007, : 463 - 472