Automatic Control of Hypothalamus-Pituitary Axis Dynamics

dc.contributor.author Doruk, R. Ozgur
dc.contributor.author Mohsin, Ahmed H.
dc.contributor.other Electrical-Electronics Engineering
dc.date.accessioned 2024-07-05T15:40:08Z
dc.date.available 2024-07-05T15:40:08Z
dc.date.issued 2019
dc.description.abstract Background and Objective: In this study, a presentation is made for the automatic control of the hypothalamus-pituitary-adrenal axis which plays an important role in the immune stress responses and the circadian rhythms of mammalian organisms. Methods: Control approaches are implemented on a novel second order nonlinear system which accepts adrenocorticotropin hormone as an input and models the variation of plasma concentrations of adrenocorticotropin and cortisol respectively. The control methods are based on back-stepping and input-output feedback linearization techniques. The controllers adjust the adrenocorticotropin injection to maintain the daily rhythm of the cortisol concentration. In accordance with the periodicity of biological clock mechanism, we provide a sinusoidally varying cortisol reference to the controllers. Results: Numerical simulations are performed (on MATLAB) to demonstrate the closed loop performance of the controllers. Major concerns in the selection of the control gains are chattering and negative concentration in responses. The simulation results showed that one can successfully find gain levels which do not lead to those issues. However, the gains lie in different ranges for back-stepping and feedback linearization based controllers. Conclusion: The results showed that, both back-stepping and feedback linearization based controllers fulfilled their duty of synchronization of the cortisol concentration to a reference daily periodic rhythm. In addition to that, the risk of negative valued adrenocorticotropin injection can be eliminated by properly choosing the controller gains. (C) 2019 Elsevier B.V. All rights reserved. en_US
dc.identifier.doi 10.1016/j.cmpb.2019.06.012
dc.identifier.issn 0169-2607
dc.identifier.issn 1872-7565
dc.identifier.uri https://doi.org/10.1016/j.cmpb.2019.06.012
dc.identifier.uri https://hdl.handle.net/20.500.14411/3305
dc.language.iso en en_US
dc.publisher Elsevier Ireland Ltd en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject HPA Axis en_US
dc.subject Circadian rhythm en_US
dc.subject Homeostasis en_US
dc.subject Back-stepping control en_US
dc.subject Feedback linearization control en_US
dc.title Automatic Control of Hypothalamus-Pituitary Axis Dynamics en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.institutional Doruk, Reşat Özgür
gdc.author.wosid Doruk, r. ozgur/T-9951-2018
gdc.coar.access metadata only access
gdc.coar.type text::journal::journal article
gdc.description.department Atılım University en_US
gdc.description.departmenttemp [Doruk, R. Ozgur; Mohsin, Ahmed H.] Atilim Univ, Dept Elect & Elect Engn, TR-06836 Ankara, Turkey en_US
gdc.description.endpage 75 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.startpage 59 en_US
gdc.description.volume 178 en_US
gdc.description.wosquality Q1
gdc.identifier.pmid 31416563
gdc.identifier.wos WOS:000480432000007
gdc.wos.citedcount 0
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