Loop Modeling of the Reciprocal Inhibition Between HPA and HPG Endocrine Axes Reveals Transitions to Bistability and Critical Bifurcation Parameters
Source abstract
Abstract
Endocrine axes are pathways of interactions involved in various aspects of the organism’s functioning, also implicated in deviations from physiological states leading to pathological conditions. The hypothalamic–pituitary–adrenal (HPA) axis releases corticosteroid hormones promoting adaptation to environmental stimuli (acute stress) or inducing altered conditions due to long-term noxious solicitations (chronic stress). The HP–gonadal (HPG) axis regulates reproductive activities by releasing gonadal steroids. These axes have been shown to engage in reciprocal inhibition under certain conditions, particularly when they rise beyond normal ultradian and circadian fluctuations. Based on the literature data, we reconstructed a neuroendocrine network responsible for this type of interaction. Thereafter, we developed a model of the HPA-HPG inhibition based on a series of nonlinear interactions represented by a system of differential equations in the Matlab environment. The quantitative analysis of the system’s behavior revealed the occurrence of bifurcations leading to bistable behavior, allowing us to detect bifurcation parameters. Bifurcation arises as the system’s components increase hypersensitivity and sustained activity in response to activating inputs. This involves transition from a single low-activity attractor to two distinct attractors, with a new high-activity state representing a breakdown of homeostasis. These results provide insights into the potential involvement of the HPA-HPG interaction in neuroendocrine disorders, and the identification of therapeutic targets from bifurcation parameters.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Protein Structure and Dynamics · Lipid Membrane Structure and Behavior · Hypothalamic control of reproductive hormones
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Pharmacy, DIFAR, University of Genova, Viale Benedetto XV, 3, 16132 Genova, Italy
Institute of Automatic Control, Leibniz Universität Hannover, Appelstr. 11, 30167 Hannover, Germany
References (75)
Show source-provided references
1. Blanchini, F., EI-Samad, H., Giordano, G., and Sontag, E.D. (2018, January 17–19). Control-theoretic methods for biological networks. Proceedings of the 2018 IEEE Conference on Decision and Control (CDC), Miami, FL, USA.10.1109/CDC.2018.8618943 ↗
2. Loopomics: A new functional approach to life10.1152/japplphysiol.00173.2017 ↗
3. Biological feedback control-Respect the loops10.1016/j.cels.2021.05.004 ↗
4. Progressive changes in non-coding RNA profile in leucocytes with age10.18632/aging.101220 ↗
5. mTOR Signaling in Growth, Metabolism, and Disease10.1016/j.cell.2017.02.004 ↗
6. The neuroendocrinology of stress: The stress-related continuum of chronic disease development10.1038/s41380-021-01224-9 ↗
7. HPG-axis hormones during puberty: A study on the association with hypothalamic and pituitary volumes10.1016/j.psyneuen.2009.05.025 ↗
8. The hypothalamic-pituitary-adrenal and the hypothalamic-pituitary-gonadal axes interplay
9. Circadian profiles of progesterone, gonadotropins, cortisol and corticotropin in cycling and postmenopausal women10.1080/07420528.2017.1381971 ↗
10. Endogenous Circadian Regulation of Female Reproductive Hormones10.1210/jc.2019-00803 ↗
11. Demori, I., Losacco, S., Giordano, G., Mucci, V., Blanchini, F., and Burlando, B. (2024). Fibromyalgia pathogenesis explained by a neuroendocrine multistable model. PLoS ONE, 19.10.1371/journal.pone.0303573 ↗
12. Ultradian, circadian and seasonal variations of plasma progesterone and LH concentrations during the luteal phase10.3109/07420528909056928 ↗
13. Interrelationships of circulating maternal steroid concentrations in third trimester pregnancies. III. Effect of intravenous cortisol infusion on maternal concentrations of estriol, 16 alpha-hydroxyprogesterone, 17 alpha-hydroxyprogesterone, progesterone, 20 alpha-dihydroprogesterone, delta 5-pregnenolone, delta5-pregnenolone sulfate, dehydroepiandrosterone sulfate, and cortisol10.1210/jcem-49-1-30 ↗
14. Suppression of the hypothalamic-pituitary-ovarian axis in normal women by glucocorticoids10.1095/biolreprod49.6.1270 ↗
15. Allopregnanolone serum concentrations and diurnal cortisol secretion in women with premenstrual dysphoric disorder10.1007/s00737-013-0327-1 ↗
16. Relationship between circulating cortisol and testosterone: Influence of physical exercise
17. Cortisol and testosterone dynamics following exhaustive endurance exercise10.1007/s00421-016-3406-y ↗
18. Testosterone suppression of CRH-stimulated cortisol in men10.1038/sj.npp.1300742 ↗
19. Hypothalamic-pituitary-adrenal and hypothalamic-pituitary-gonadal axes: Sex differences in regulation of stress responsivity10.1080/10253890.2017.1369523 ↗
20. Neuroanatomy of the kisspeptin signaling system in mammals: Comparative and developmental aspects10.1007/978-1-4614-6199-9_3 ↗
21. Kisspeptin neurons from mice to men: Similarities and differences10.1210/en.2012-1550 ↗
22. Characterization of Kiss1 neurons using transgenic mouse models10.1016/j.neuroscience.2010.11.022 ↗
23. N-Methyl-D-aspartate receptor subunit expression in GnRH neurons changes during reproductive senescence in the female rat10.1210/en.2002-220346 ↗
24. Optogenetics studies of kisspeptin neurons10.1016/j.peptides.2023.170961 ↗
25. Dual-phenotype GABA/glutamate neurons in adult preoptic area: Sexual dimorphism and function10.1523/JNEUROSCI.2267-04.2004 ↗
26. Putteeraj, M., Soga, T., Ubuka, T., and Parhar, I.S. (2016). A "Timed" Kiss Is Essential for Reproduction: Lessons from Mammalian Studies. Front. Endocrinol., 7.10.3389/fendo.2016.00121 ↗
27. Watanabe, M., Fukuda, A., and Nabekura, J. (2014). The role of GABA in the regulation of GnRH neurons. Front. Neurosci., 8.10.3389/fnins.2014.00387 ↗
28. Chapter 2: Hypothalamic neural systems controlling the female reproductive life cycle gonadotropin-releasing hormone, glutamate, and GABA10.1016/S1937-6448(08)02002-9 ↗
29. Unraveling the connection between GABA and kisspeptin in the control of reproduction10.1530/REP-18-0527 ↗
30. Differential role of corticotrophin-releasing factor receptor types 1 and 2 in stress-induced suppression of pulsatile luteinising hormone secretion in the female rat10.1111/j.1365-2826.2006.01450.x ↗
31. New insights regarding glucocorticoids, stress and gonadotropin suppression10.1016/j.yfrne.2006.03.335 ↗
32. Phumsatitpong, C., Wagenmaker, E.R., and Moenter, S.M. (2021). Neuroendocrine interactions of the stress and reproductive axes. Front. Neuroendocr., 63.10.1016/j.yfrne.2021.100928 ↗
33. Role of GABA and glutamate circuitry in hypothalamo-pituitary-adrenocortical stress integration10.1196/annals.1296.004 ↗
34. Windows into stress: A glimpse at emerging roles for CRH(PVN) neurons10.1152/physrev.00056.2021 ↗
35. The relationship between GABA and stress: ‘It’s complicated’10.1113/JP275937 ↗
36. Levy, B.H., and Tasker, J.G. (2012). Synaptic regulation of the hypothalamic-pituitary-adrenal axis and its modulation by glucocorticoids and stress. Front. Cell Neurosci., 6.10.3389/fncel.2012.00024 ↗
37. The molecular physiology of CRH neurons10.1016/j.yfrne.2011.08.002 ↗
38. GABAA receptor-acting neurosteroids: A role in the development and regulation of the stress response10.1016/j.yfrne.2014.06.001 ↗
39. Kisspeptin innervation of the hypothalamic paraventricular nucleus: Sexual dimorphism and effect of estrous cycle in female mice10.1111/joa.12603 ↗
40. Effects of kisspeptin on parameters of the HPA axis10.1007/s12020-011-9439-4 ↗
41. Angelopoulou, E., Quignon, C., Kriegsfeld, L.J., and Simonneaux, V. (2019). Functional Implications of RFRP-3 in the Central Control of Daily and Seasonal Rhythms in Reproduction. Front. Endocrinol., 10.10.3389/fendo.2019.00183 ↗
42. Gonadotropin inhibitory hormone and RF9 stimulate hypothalamic-pituitary-adrenal axis in adult male rhesus monkeys10.1016/j.npep.2017.07.005 ↗
43. Iwasa, T., Matsuzaki, T., Yano, K., and Irahara, M. (2017). Gonadotropin-Inhibitory Hormone Plays Roles in Stress-Induced Reproductive Dysfunction. Front. Endocrinol., 8.10.3389/fendo.2017.00062 ↗
44. Estradiol down-regulates RF-amide-related peptide (RFRP) expression in the mouse hypothalamus10.1210/en.2010-1418 ↗
45. Development, sex steroid regulation, and phenotypic characterization of RFamide-related peptide (Rfrp) gene expression and RFamide receptors in the mouse hypothalamus10.1210/en.2011-2049 ↗
46. Daily and Estral Regulation of RFRP-3 Neurons in the Female Mice10.5334/jcr.212 ↗
47. Hypothalamic Kisspeptin Neurons and the Control of Homeostasis10.1210/endocr/bqab253 ↗
48. Aggregates of Monotonic Step Response Systems: A Structural Classification10.1109/TCNS.2017.2746343 ↗
49. Circadian neurons in the paraventricular nucleus entrain and sustain daily rhythms in glucocorticoids10.1038/s41467-021-25959-9 ↗
50. The negative feedback actions of progesterone on gonadotropin-releasing hormone secretion are transduced by the classical progesterone receptor10.1073/pnas.95.18.10978 ↗
51. Alon, U. (2019). An Introduction to Systems Biology: Design Principles of Biological Circuits, Chapman and Hall/CRC.10.1201/9780429283321 ↗
52. Thalamocortical bistable switch as a theoretical model of fibromyalgia pathogenesis inferred from a literature survey10.1007/s10827-022-00826-8 ↗
53. Klipp, E., Liebermeister, W., Wierling, C., and Kowald, A. (2016). Systems Biology: A Textbook, Wiley-Blackwell.
54. Self-perpetuating states in signal transduction: Positive feedback, double-negative feedback and bistability10.1016/S0955-0674(02)00314-9 ↗
55. Transcriptional regulation by the numbers: Models10.1016/j.gde.2005.02.007 ↗
56. The human stress response10.1038/s41574-019-0228-0 ↗
57. Mucci, V., Demori, I., Browne, C.J., Deblieck, C., and Burlando, B. (2023). Fibromyalgia in Pregnancy: Neuro-Endocrine Fluctuations Provide Insight into Pathophysiology and Neuromodulation Treatment. Biomedicines, 11.10.3390/biomedicines11020615 ↗
58. A general hypothesis of multistable systems in pathophysiology10.12688/f1000research.123183.3 ↗
59. Mixed-Mode Oscillations with Multiple Time Scales10.1137/100791233 ↗
60. Oscillation quenching mechanisms: Amplitude vs. oscillation death10.1016/j.physrep.2013.06.001 ↗
61. Sex differences in trauma and posttraumatic stress disorder: A quantitative review of 25 years of research10.1037/0033-2909.132.6.959 ↗
62. Why is depression more prevalent in women?10.1503/jpn.150205 ↗
63. Stress and the brain: From adaptation to disease10.1038/nrn1683 ↗
64. The glucocorticoid receptor: Pivot of depression and of antidepressant treatment?10.1016/j.psyneuen.2010.03.007 ↗
65. Role of glucocorticoid negative feedback in the regulation of HPA axis pulsatility10.1080/10253890.2018.1470238 ↗
66. Sex difference in glucocorticoid binding in rat pituitary is estrogen dependent10.1016/0024-3205(90)90340-W ↗
67. Tissue-, sex-, and age-specific DNA methylation of rat glucocorticoid receptor gene promoter and insulin-like growth factor 2 imprinting control region10.1152/physiolgenomics.00009.2017 ↗
68. On the trail of the glucocorticoid receptor: Into the nucleus and back10.1111/j.1600-0854.2011.01288.x ↗
69. Neurotrophic-priming of glucocorticoid receptor signaling is essential for neuronal plasticity to stress and antidepressant treatment10.1073/pnas.1509045112 ↗
70. Van Moortel, L., Gevaert, K., and De Bosscher, K. (2020). Improved Glucocorticoid Receptor Ligands: Fantastic Beasts, but How to Find Them?. Front. Endocrinol., 11.10.3389/fendo.2020.559673 ↗
71. Brexanolone injection in post-partum depression: Two multicentre, double-blind, randomised, placebo-controlled, phase 3 trials10.1016/S0140-6736(18)31551-4 ↗
72. Zuranolone for the Treatment of Postpartum Depression10.1176/appi.ajp.20220785 ↗
73. Caparros-Gonzalez, R.A., Romero-Gonzalez, B., Strivens-Vilchez, H., Gonzalez-Perez, R., Martinez-Augustin, O., and Peralta-Ramirez, M.I. (2017). Hair cortisol levels, psychological stress and psychopathological symptoms as predictors of postpartum depression. PLoS ONE, 12.10.1371/journal.pone.0182817 ↗
74. Iliadis, S.I., Comasco, E., Sylven, S., Hellgren, C., Sundstrom Poromaa, I., and Skalkidou, A. (2015). Prenatal and Postpartum Evening Salivary Cortisol Levels in Association with Peripartum Depressive Symptoms. PLoS ONE, 10.10.1371/journal.pone.0135471 ↗
75. Neurosteroids as a possible new horizon in the treatment of fibromyalgia10.1016/j.mehy.2024.111444 ↗