An agent-based model of tissue maintenance and self-repair

被引:1
|
作者
Bates, Jason H. T. [1 ]
Herrmann, Jacob [2 ]
Casey, Dylan T. [1 ,3 ]
Suki, Bela [2 ]
机构
[1] Univ Vermont, Dept Med, Burlington, VT 05405 USA
[2] Boston Univ, Dept Biomed Engn, Boston, MA USA
[3] Univ Vermont, Complex Syst Ctr, Burlington, VT USA
来源
关键词
anabolic and catabolic cells; random walk; self-healing; tissue injury; FIBROBLASTS; COLLAGEN;
D O I
10.1152/ajpcell.00531.2022
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
We hypothesized that a system that possesses the capacity for ongoing maintenance of its tissues will necessarily also have the capacity to self-heal following a perturbation. We used an agent-based model of tissue maintenance to investigate this idea, and in particular to determine the extent to which the current state of the tissue must influence cell behavior in order for tissue main-tenance and self-healing to be stable. We show that a mean level of tissue density is robustly maintained when catabolic agents digest tissue at a rate proportional to local tissue density, but that the spatial heterogeneity of the tissue at homeostasis increases with the rate at which tissue is digested. The rate of self-healing is also increased by increasing either the amount of tissue removed or deposited at each time step by catabolic or anabolic agents, respectively, and by increasing the density of both agent types on the tissue. We also found that tissue maintenance and self-healing are stable with an alternate rule in which cells move preferentially to tissue regions of low density. The most basic form of self-healing can thus be achieved with cells that follow very simple rules of behavior, provided these rules are based in some way on the current state of the local tissue. Straightforward mechanisms can accelerate the rate of self-healing, as might be beneficial to the organism.
引用
收藏
页码:C941 / C950
页数:10
相关论文
共 50 条
  • [31] EMOTIONAL SELF-REPAIR AND POETRY
    LESTER, D
    TERRY, R
    OMEGA-JOURNAL OF DEATH AND DYING, 1994, 28 (01) : 79 - 84
  • [32] Self-repair in nature and technology
    Selbstreparatur in Natur und Technik
    1600, VDI Fachmedien GmBbH & Co. (66):
  • [33] An agent-based approach to simulate production, degradation, repair, replacement and preventive maintenance of manufacturing systems
    Alsina, Emanuel Federico
    Cabri, Giacomo
    Regattieri, Alberto
    2014 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN PRODUCTION AND LOGISTICS SYSTEMS (CIPLS), 2014, : 24 - 31
  • [34] Self-repair and self-care based on the bipersonal psychodramatic psychotherapy
    Monzon Reviejo, Silvia
    REVISTA CLINICA CONTEMPORANEA, 2018, 9 (03):
  • [35] Self-check and self-repair on-line of intelligent sensor based on neural network model
    Hu, XH
    Gu, TX
    Wang, QY
    Ren, DR
    ICEMI'2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOLS 1-3, 2003, : 888 - 892
  • [36] A Performance Evaluation of Resilient Server with a Self-Repair Network Model
    Idris Winarno
    Yoshiteru Ishida
    Takeshi Okamoto
    Mobile Networks and Applications, 2019, 24 : 1095 - 1103
  • [37] A Performance Evaluation of Resilient Server with a Self-Repair Network Model
    Winarno, Idris
    Ishida, Yoshiteru
    Okamoto, Takeshi
    MOBILE NETWORKS & APPLICATIONS, 2019, 24 (03): : 1095 - 1103
  • [38] An agent-based model of burglary
    Malleson, Nick
    Evans, Andrew
    Jenkins, Tony
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2009, 36 (06): : 1103 - 1123
  • [39] An Agent-based Model for the Humanities
    Roman, Belinda
    DIGITAL HUMANITIES QUARTERLY, 2013, 7 (01):
  • [40] An Agent-Based Model of Procrastination
    Procee, Ruurdje
    Kamphorst, Bart A.
    Vanwissen, Arlette
    Meyer, John-Jules
    21ST EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI 2014), 2014, 263 : 747 - +