Pharmacopsychiatry 2013; 46(S 01): S36-S43
DOI: 10.1055/s-0033-1333763
Original Paper
© Georg Thieme Verlag KG Stuttgart · New York

A Minimal Physiologically Based Model of the HPA Axis under Influence of the Sleep-Wake Cycles

S. Postnova
1   School of Physics, University of Sydney, NSW, Australia
2   Center for Integrated Research and Understanding of Sleep, University of Sydney, NSW, Australia
3   Brain Dynamics Center, Sydney Medical School – Western, University of Sydney, NSW, Australia
,
R. Fulcher
1   School of Physics, University of Sydney, NSW, Australia
,
H. A. Braun
4   Institute of Physiology, Philipps university of Marburg, Marburg, Germany
,
P. A. Robinson
1   School of Physics, University of Sydney, NSW, Australia
2   Center for Integrated Research and Understanding of Sleep, University of Sydney, NSW, Australia
3   Brain Dynamics Center, Sydney Medical School – Western, University of Sydney, NSW, Australia
› Author Affiliations
Further Information

Publication History

Publication Date:
18 April 2013 (online)

Abstract

The hypothalamic-pituitary-adrenal axis (also called the HPA or stress axis) exhibits distinct circadian and ultradian rhythms in cortisol release that cannot be explained solely by the feedback loops from cortisol to the control systems in the paraventricular nucleus (PVN) and pituitary gland. The HPA axis is intimately connected with other brain functions. In particular, it is strongly affected by the sleep-wake cycles via direct and indirect effects of the circadian and homeostatic mechanisms. For example, the HPA axis has direct inputs from the master circadian clock in the suprachiasmatic nuclei (SCN), and from the various sleep-wake related neuronal populations, which themselves are under the effects of the circadian and homeostatic processes. In this paper a first step towards a physiologically based mathematical model of the HPA-axis under effects of the sleep-wake cycles is presented. This model accounts for 3 major characteristics of daily cortisol profile in the blood: i) abrupt increase of cortisol concentration in response to awakening, the so-called cortisol-awakening response (CAR); ii) reduced cortisol levels during daytime with underlying ultradian oscillations; and iii) suppression of cortisol release during sleep.

 
  • References

  • 1 Smith SM, Vale WW. The role of the hypothalamic-pituitary-adrenal axis in neuroendocrine responses to stress. Dialogues Clin Neurosci 2006; 8: 383-395
  • 2 Buckley TM, Schatzberg AF. On the interactions of the hypothalamic-pituitary-adrenal (HPA) axis and sleep: normal HPA axis activity and circadian rhythm, exemplary sleep disorders. J Clin Endocrinol Metab 2005; 90: 3106-3114
  • 3 Balbo M, Leproult R, Van Cauter E. Impact of sleep and its disturbances on hypothalamo-pituitary-adrenal axis activity. Int J Endocrinol 2010; 2010: 759234.
  • 4 Clow A, Hucklebridge F, Stalder T et al. The cortisol awakening response: more than a measure of HPA axis function. Neurosci Biobehav Rev 2010; 35: 97-103
  • 5 Fries E, Dettenborn L, Kirschbaum C. The cortisol awakening response (CAR): facts and future directions. Int J Psychophysiol 2009; 72: 67-73
  • 6 Lightman SL, Conway-Campbell BL. The crucial role of pulsatile activity of the HPA axis for continuous dynamic equilibration. Nat Rev Neurosci 2010; 11: 710-718
  • 7 Walker JJ, Spiga F, Waite E et al. The origin of glucocorticoid hormone oscillations. PLoS Biol 2012; 10: e1001341
  • 8 Borbély AA, Achermann P. Sleep homeostasis and models of sleep regulation. J Biol Rhythms 1999; 14: 557-568
  • 9 Saper CB, Fuller PM, Pedersen NP et al. Sleep state switching. Neuron 2010; 68: 1023-1042
  • 10 Spinazzi R, Andreis PG, Rossi GP et al. Orexins in the regulation of the hypothalamic-ptuitary-adrenal axis. Pharmacol Rev 2006; 58: 46-57
  • 11 Buchanan TW, Kern S, Allen JS et al. Circadian regulation of cortisol after hippocampal damage in humans. Biol Psychiatry 2004; 56: 651-656
  • 12 Staba RJ, Wilson CL, Fried I et al. Single neuron burst firing in the human hippocampus during sleep. Hippocampus 2002; 12: 724-734
  • 13 Pavlides C, Winson J. Influences of hippocampal place cell firing in the awake state on the activity of these cells during subsequent sleep episodes. J Neurosci 1989; 9: 2907-2918
  • 14 Vinther F, Andersen M, Ottesen JT. The minimal model of the hypothalamic-pituitary-adrenal axis. J Math Biol 2011; 63: 663-690
  • 15 Bairagi N, Chatterjee S, Chattopadhyay J. Variability in the secretion of corticotrophin-releasing hormone, adrenocorticotropic hormone and cortisol and understandability of the hypothalamic-pituitary-adrenal axis dynamics – a mathematical study based on clinical evidence. Math Med Biol 2008; 25: 37-63
  • 16 Jelic S, Cupic Z, Kolar-Anic L. Mathematical modeling of the hypothalamic-pituitary-adrenal system activity. Math BioSci 2005; 197: 173-187
  • 17 Schurmeyer TH, Avgerinos PC, Gold PW et al. Human corticotrophin-releasing factor in man: pharmacokinetic properties and dose-response of plasma adrenicotropin and cortisol secretion. J Clin Endocrinol Metab 1984; 59: 1103-1108
  • 18 Veldhuis JD, Iranmanesh A, Naftolowitz D et al. Corticotropin secretory dynamics in humans under low glucocorticoid feedback. J Clin Endocrinol Metab 2001; 86: 5554-5563
  • 19 López FJ, Negro-Vilar A. Estimation of endogenous adrenocorticotropin half-life using pulsatility patterns: a physiological approach to the evaluation of secretory episodes. Endocrinology 1988; 123: 740-746
  • 20 Keenan DM, Roelfsema F, Veldhuis JD. Endogenous ACTH concentration-dependent drive of pulsatile cortisol secretion in the human. Am J Physiol Endocrinol Metab 2004; 287: E652-E661
  • 21 Sober AJ, Ruder HJ, Sode J. Adrenal activity during normal glucose tolerance. Acta Endocrinol (Copenh) 1977; 84: 115-118
  • 22 Charmandari E, Hindmarsh PC, Johnston A et al. Congenital adrenal hyperplasia due to 21-hydroxylase deficiency: alterations in cortisol pharmacokinetics at puberty. J Clin Endocrinol Metab 2001; 86: 2701-2708
  • 23 Keenan DM, Licinio J, Veldhuis JD. A feedback-controlled ensemble model of the stress-responsive hypothalamo-pituitary-adrenal axis. Proc Natl Acad Sci USA 2001; 98: 4028-4033
  • 24 Refetoff S, Van Cauter E, Fang VS et al. The effect of dexamethasone on the 24-hour profiles of adrenocorticotropin and cortisol in Cushing's syndrome. J Clin Endocrinol Metab 1985; 60: 527-535
  • 25 Postnova S, Layden A, Robinson PA et al. Exploring sleepiness and entrainment on permanent shift schedules in a physiologically based model. J Biol Rhythms 2012; 27: 91-102
  • 26 Postnova S, Voigt K, Braun HA. A mathematical model of homeostatic regulation of sleep-wake cycles by hypocretin/orexin. J Biol Rhythms 2009; 24: 523-535
  • 27 Postnova S, Robinson PA, Postnov DD. Adaptation to shift work: physiologically based modeling of the effects of lighting and shifts’ start time. PLoS One 2013; 8(1): e53379