Skip to main navigation Skip to search Skip to main content

Influence of the stochasticity in threshold localization on cell fate in the PLDE-model of the P53 module

  • Silesian University of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

Due to the heterogeneity of cells in a population, they react differently to the same stimuli. This diversification results in the population separating into subpopulations with different cell responses such as apoptosis, cell cycle blockade, or proliferation. Here we focus on the regulatory module of the protein p53, which is responsible for cell responses to DNA damage, and analyze a piece-wise linear model with switches discussed in our previous publications. The main goal of this work was to examine the influence of differences occurring between cells on the cellular response for different doses of external stress. We investigate the properties of the whole cell population in the case of three different types of cell diversity: diversity in sensitivity to stress, diversity in gene expression, and diversity in all the processes analyzed. The diversification of the cell population is acquired by stochastic localization of the switching thresholds. The results show that a population with high diversity in sensitivity to stress has a wide range of responses, so that almost all possible trajectories are present and consequently it is impossible, for example, to force all the cells to apoptosis. Differences in gene activation result in differences in the time courses. The apoptotic response can be activated much later and additional possible results appear. In the case of diversity in all processes analyzed, a variety of different responses can be observed even for a narrow range of the changes, and moreover additional stationary points appear. These results show that even minor changes in proper cell functioning can lead to abnormalities, which may lead to cancer.

Original languageEnglish
Title of host publicationRecent Developments and Achievements in Biocybernetics and Biomedical Engineering - Proceedings of the 20th Polish Conference on Biocybernetics and Biomedical Engineering, 2017
EditorsPiotr Augustyniak, Ryszard Tadeusiewicz, Roman Maniewski
PublisherSpringer Verlag
Pages205-217
Number of pages13
ISBN (Print)9783319669045
DOIs
Publication statusPublished - 2018
Event20th Polish Conference on Biocybernetics and Biomedical Engineering, 2017 - Krakow, Poland
Duration: 20 Sept 2017 → 22 Sept 2017

Publication series

NameAdvances in Intelligent Systems and Computing
Volume647
ISSN (Print)2194-5357

Conference

Conference20th Polish Conference on Biocybernetics and Biomedical Engineering, 2017
Country/TerritoryPoland
CityKrakow
Period20/09/17 → 22/09/17

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Piece-wise linear models
  • Protein p53
  • Stochasticity

ASJC Scopus subject areas

  • Control and Systems Engineering
  • General Computer Science

Fingerprint

Dive into the research topics of 'Influence of the stochasticity in threshold localization on cell fate in the PLDE-model of the P53 module'. Together they form a unique fingerprint.

Cite this