Predictive modeling of the hypothalamic-pituitary-adrenal (HPA) axis response to acute and chronic stress

Endocr J. 2011;58(10):889-904. doi: 10.1507/endocrj.ej11-0037. Epub 2011 Aug 18.

Abstract

Detailed dynamics of the hypothalamic-pituitary-adrenal (HPA) axis is complex, depending on the individual metabolic load of an organism, its current status (healthy/ill, circadian phase (day/night), ultradian phase) and environmental impact. Therefore, it is difficult to compare the HPA axis activity between different individuals or draw unequivocal conclusions about the overall status of the HPA axis in an individual using single time-point measurements of cortisol levels. The aim of this study is to identify parameters that enable us to compare different dynamic states of the HPA axis and use them to investigate self-regulation mechanisms in the HPA axis under acute and chronic stress. In this regard, a four-dimensional stoichiometric model of the HPA axis was used. Acute stress was modeled by inducing an abrupt change in cortisol level during the course of numerical integration, whereas chronic stress was modeled by changing the mean stationary state concentrations of CRH. Effects of acute stress intensity, duration and time of onset with respect to the ultradian amplitude, ultradian phase and the circadian phase of the perturbed oscillation were studied in detail. Bifurcation analysis was used to predict the response of the HPA axis to chronic stress. Model predictions were compared with experimental findings reported in the literature and relevance for pharmacotherapy with glucocorticoids was discussed.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Activity Cycles
  • Acute Disease
  • Adrenal Cortex Hormones / blood
  • Adrenal Cortex Hormones / metabolism
  • Animals
  • Chronic Disease
  • Circadian Rhythm
  • Computer Simulation
  • Glucocorticoids / blood
  • Glucocorticoids / metabolism
  • Glucocorticoids / therapeutic use
  • Humans
  • Hypothalamic Hormones / blood
  • Hypothalamic Hormones / metabolism
  • Hypothalamo-Hypophyseal System / drug effects
  • Hypothalamo-Hypophyseal System / metabolism
  • Hypothalamo-Hypophyseal System / physiopathology*
  • Models, Biological*
  • Pituitary Hormones / blood
  • Pituitary Hormones / metabolism
  • Pituitary-Adrenal System / drug effects
  • Pituitary-Adrenal System / metabolism
  • Pituitary-Adrenal System / physiopathology*
  • Stress, Physiological* / drug effects
  • Stress, Psychological / blood
  • Stress, Psychological / drug therapy
  • Stress, Psychological / physiopathology*

Substances

  • Adrenal Cortex Hormones
  • Glucocorticoids
  • Hypothalamic Hormones
  • Pituitary Hormones