Research Article

COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL

Volume: 60 Number: 1 July 31, 2018
EN

COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL

Abstract

The corticotroph model is a 7th order nonlinear differential equation system derived for representing the action potential dynamics of corticotrophs; one of the endocrine cells that is responsible for stress regulation. Here we use numerical continuation methods to perform bifurcation analysis since controlling bifurcations in the hormonal dynamics may bring some new insights in the treatment of stress related disorders. We study the bifurcation structure of the system as a function of the BK-channel dynamic parameters and the all maximal conductances. We identify the regions of bistability and bifurcations that shape the transitions between resting, bursting and spiking behaviors, and which lead to the appearance of bursting which is directly connected to stress regulation. Furthermore, we find that there are two routes to bursting, one is the experimentally observed BK-channel dynamics and the other is Ca2+ channel conductance only. Finally, we discuss how some of the described bifurcations affect dynamic behavior and can be tested experimentally. 

Keywords

References

  1. Hodgkin, A. L., Huxley, A. F., “A quantitative description of membrane current and its application to conduction and excitation in nerve”, Journal of Physiology, 117(4) (1952) 500–544.[
  2. Duncan, P. J., Sengul, S., Tabak, J., Ruth, P., Bertram, R., Shipston, M. J., “Large conductance Ca2+-activated K+ channels (BK) promote secretagogue-induced transition from spiking to bursting in murine anterior pituitary corticotrophs”, Journal of Physiology, 593(5) (2015) 1197–1211.
  3. Murphy, H., Jaafari, H., Dobrovolny, H. M., “Differences in predictions of ODE models of tumor growth: a cautionary example”, BMC Cancer, 16 (2016) 163.
  4. Mary Celin Sharmila, D., Praveen, T., Rajendran, L., “Mathematical Modeling and Analysis of Nonlinear Enzyme Catalyzed Reaction Processes”, Journal of Theoretical Chemistry, (2013) 2013:7.
  5. Schaff, J. C., Gao, F., Li, Y., Novak, I. L., Slepchenko, B. M., “Numerical Approach to Spatial Deterministic-Stochastic Models Arising in Cell Biology”, PLoS Comput Biol., 12(12) (2016) e1005236.
  6. Rinzel, J., A Formal Classification of Bursting Mechanisms in Excitable Systems, Springer Berlin Heidelberg, 1987.
  7. Sherman, A., “Dynamical systems theory in physiology”, The Journal of General Physiology, 138(1) (2011) 13–19.
  8. Strogatz, S. H., Nonlinear Dynamics and Chaos, Addison-Wesley Publishing Company, 2001.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Publication Date

July 31, 2018

Submission Date

June 8, 2018

Acceptance Date

July 24, 2018

Published in Issue

Year 1970 Volume: 60 Number: 1

APA
Şengül Ayan, S., & Kurt, A. (2018). COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, 60(1), 41-64. https://izlik.org/JA88ZK96SS
AMA
1.Şengül Ayan S, Kurt A. COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2018;60(1):41-64. https://izlik.org/JA88ZK96SS
Chicago
Şengül Ayan, Sevgi, and Ahmet Kurt. 2018. “COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 60 (1): 41-64. https://izlik.org/JA88ZK96SS.
EndNote
Şengül Ayan S, Kurt A (July 1, 2018) COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 60 1 41–64.
IEEE
[1]S. Şengül Ayan and A. Kurt, “COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL”, Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng., vol. 60, no. 1, pp. 41–64, July 2018, [Online]. Available: https://izlik.org/JA88ZK96SS
ISNAD
Şengül Ayan, Sevgi - Kurt, Ahmet. “COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering 60/1 (July 1, 2018): 41-64. https://izlik.org/JA88ZK96SS.
JAMA
1.Şengül Ayan S, Kurt A. COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. 2018;60:41–64.
MLA
Şengül Ayan, Sevgi, and Ahmet Kurt. “COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL”. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, vol. 60, no. 1, July 2018, pp. 41-64, https://izlik.org/JA88ZK96SS.
Vancouver
1.Sevgi Şengül Ayan, Ahmet Kurt. COMPUTATIONAL BIFURCATION ANALYSIS TO FIND DYNAMIC TRANSITIONS OF THE CORTICOTROPH MODEL. Commun.Fac.Sci.Univ.Ank.Series A2-A3: Phys.Sci. and Eng. [Internet]. 2018 Jul. 1;60(1):41-64. Available from: https://izlik.org/JA88ZK96SS

Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering licensed under a Creative Commons Attribution 4.0 International License.

Creative Commons License