Study on cell apoptosis based on bifurcation and sensitivity analysis

Math Biosci Eng. 2019 Apr 15;16(5):3235-3250. doi: 10.3934/mbe.2019161.

Abstract

Apoptosis plays critical roles in embryonic development and adult tissue homeostasis. It has been shown that several feedback loops regulate the intrinsic pathway of apoptosis. However, it remains elusive how they coordinately modulate apoptosis. For the three modules (initiator, amplifier, and executioner) of the intrinsic pathway, we mainly studied dynamics of the initiator and the executioner modules. In this paper, we aimed to identify important regulatory processes in apoptosis through bifurcation and single-parameter sensitivity analysis. We found that modules or feedback loops but not specific parameters determine the network functions. More exactly, the activity of BH3 plays a more important role in the initiator module and triggers the amplifier module. In addition, aC9 autocrine expression and C9/XIAP feedback loop are more sensitive in executioner module. We also found that three feedback loops respectively including BH3AC/BH3DR, MDM2/ARF/ASPP and p53helper/p53killer play more important roles in cell fate decisions after DNA damage. Our research provides a rational basis for the design of clinical trials of anticancer drugs.

Keywords: apoptosis; bifurcation; intrinsic pathway; sensitivity analysis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Apoptosis*
  • Cytochromes c / metabolism
  • DNA Damage
  • Endoplasmic Reticulum / metabolism
  • Feedback, Physiological
  • Gene Expression Regulation, Neoplastic*
  • Humans
  • Mitochondria / metabolism
  • Models, Theoretical
  • Mutation
  • Neoplasms / metabolism*
  • Neoplasms / physiopathology
  • Proto-Oncogene Proteins c-bcl-2 / metabolism
  • Signal Transduction
  • Tumor Suppressor Protein p53 / metabolism
  • X-Linked Inhibitor of Apoptosis Protein / metabolism
  • bcl-2-Associated X Protein / metabolism

Substances

  • BAX protein, human
  • BCL2 protein, human
  • Proto-Oncogene Proteins c-bcl-2
  • TP53 protein, human
  • Tumor Suppressor Protein p53
  • X-Linked Inhibitor of Apoptosis Protein
  • XIAP protein, human
  • bcl-2-Associated X Protein
  • Cytochromes c