Integrated Inflammatory Stress (ITIS) Model

Elisabeth O. Bangsgaard, Poul G. Hjorth, Mette S. Olufsen, Jesper Mehlsen, Johnny T. Ottesen

Research output: Contribution to journalJournal articleResearchpeer-review

281 Downloads (Pure)

Abstract

During the last decade, there has been an increasing interest in the coupling between the acute inflammatory response and the Hypothalamic–Pituitary–Adrenal (HPA) axis. The inflammatory response is activated acutely by pathogen- or damage-related molecular patterns, whereas the HPA axis maintains a long-term level of the stress hormone cortisol which is also anti-inflammatory. A new integrated model of the interaction between these two subsystems of the inflammatory system is proposed and coined the integrated inflammatory stress (ITIS) model. The coupling mechanisms describing the interactions between the subsystems in the ITIS model are formulated based on biological reasoning and its ability to describe clinical data. The ITIS model is calibrated and validated by simulating various scenarios related to endotoxin (LPS) exposure. The model is capable of reproducing human data of tumor necrosis factor alpha, adrenocorticotropic hormone (ACTH) and cortisol and suggests that repeated LPS injections lead to a deficient response. The ITIS model predicts that the most extensive response to an LPS injection in ACTH and cortisol concentrations is observed in the early hours of the day. A constant activation results in elevated levels of the variables in the model while a prolonged change of the oscillations in ACTH and cortisol concentrations is the most pronounced result of different LPS doses predicted by the model.
Original languageEnglish
JournalBulletin of Mathematical Biology
Volume79
Issue number7
Pages (from-to)1487–1509
ISSN0092-8240
DOIs
Publication statusPublished - 2017

Keywords

  • Acute inflammatory system
  • HPA axis
  • Immune system
  • Mathematical modeling
  • Nonlinear ODE model
  • Response to endotoxin (LPS)
  • Journal Article
  • Mathematics
  • Mathematical and Computational Biology
  • Life Sciences, general
  • Cell Biology
  • SC10
  • Neuroscience (all)
  • Immunology
  • Mathematics (all)
  • Biochemistry, Genetics and Molecular Biology (all)
  • Pharmacology
  • Environmental Science (all)
  • Agricultural and Biological Sciences (all)
  • Computational Theory and Mathematics

Cite this

Bangsgaard, E. O., Hjorth, P. G., Olufsen, M. S., Mehlsen, J., & Ottesen, J. T. (2017). Integrated Inflammatory Stress (ITIS) Model. Bulletin of Mathematical Biology, 79(7), 1487–1509. https://doi.org/10.1007/s11538-017-0293-2