Literature DB >> 30377766

An optimal control approach for blood pressure regulation during head-up tilt.

Nakeya D Williams1, Jesper Mehlsen2, Hien T Tran3, Mette S Olufsen4.   

Abstract

This paper presents an optimal control approach to modeling effects of cardiovascular regulation during head-up tilt (HUT). Many patients who suffer from dizziness or light-headedness are administered a head-up tilt test to explore potential deficits within the autonomic control system, which maintains the cardiovascular system at homeostasis. This system is complex and difficult to study in vivo, and thus we propose to use mathematical modeling to achieve a better understanding of cardiovascular regulation during HUT. In particular, we show the feasibility of using optimal control theory to compute physiological control variables, vascular resistance and cardiac contractility, quantities that cannot be measured directly, but which are useful to assess the state of the cardiovascular system. A non-pulsatile lumped parameter model together with pseudo- and clinical data are utilized in the optimal control problem formulation. Results show that the optimal control approach can predict time-varying quantities regulated by the cardiovascular control system. Our results compare favorable to our previous study using a piecewise linear spline approach, less a priori knowledge is needed, and results were obtained at a significantly lower computational cost.

Entities:  

Keywords:  Cardiovascular dynamics modeling; Head-up tilt; Non-pulsatile model; Optimal control; Orthostatic intolerance

Mesh:

Year:  2018        PMID: 30377766      PMCID: PMC6417936          DOI: 10.1007/s00422-018-0783-9

Source DB:  PubMed          Journal:  Biol Cybern        ISSN: 0340-1200            Impact factor:   2.086


  14 in total

1.  Haemodynamic effects of increasing angle of head up tilt.

Authors:  A Zaidi; D Benitez; P A Gaydecki; A Vohra; A P Fitzpatrick
Journal:  Heart       Date:  2000-02       Impact factor: 5.994

2.  Integrative cardiovascular physiology: a mathematical synthesis of cardiac and blood vessel hemodynamics.

Authors:  F S GRODINS
Journal:  Q Rev Biol       Date:  1959-06       Impact factor: 4.875

Review 3.  Ideas about control of skeletal and cardiac muscle blood flow (1876-2003): cycles of revision and new vision.

Authors:  Loring B Rowell
Journal:  J Appl Physiol (1985)       Date:  2004-07

4.  The effect of head up tilting on bioreactance cardiac output and stroke volume readings using suprasternal transcutaneous Doppler as a control in healthy young adults.

Authors:  Jie Zhang; Lester A H Critchley; Daniel C W Lee; Kim S Khaw; Shara W Y Lee
Journal:  J Clin Monit Comput       Date:  2016-02-12       Impact factor: 2.502

5.  Aspects of control of the cardiovascular-respiratory system during orthostatic stress induced by lower body negative pressure.

Authors:  Franz Kappel; Martin Fink; Jerry J Batzel
Journal:  Math Biosci       Date:  2006-08-30       Impact factor: 2.144

6.  Receding horizon controller for the baroreceptor loop in a model for the cardiovascular system.

Authors:  Mark Mutsaers; Mostafa Bachar; Jerry Batzel; Franz Kappel; Stefan Volkwein
Journal:  Cardiovasc Eng       Date:  2008-03

Review 7.  Evaluation and management of orthostatic hypotension.

Authors:  Jeffrey B Lanier; Matthew B Mote; Emily C Clay
Journal:  Am Fam Physician       Date:  2011-09-01       Impact factor: 3.292

8.  Using Kalman Filtering to Predict Time-Varying Parameters in a Model Predicting Baroreflex Regulation During Head-Up Tilt.

Authors:  Brett Matzuka; Jesper Mehlsen; Hien Tran; Mette Sofie Olufsen
Journal:  IEEE Trans Biomed Eng       Date:  2015-03-05       Impact factor: 4.538

9.  A cardiovascular-respiratory control system model including state delay with application to congestive heart failure in humans.

Authors:  Jerry J Batzel; Franz Kappel; Susanne Timischl-Teschl
Journal:  J Math Biol       Date:  2004-10-07       Impact factor: 2.259

10.  Computation of aortic flow from pressure in humans using a nonlinear, three-element model.

Authors:  K H Wesseling; J R Jansen; J J Settels; J J Schreuder
Journal:  J Appl Physiol (1985)       Date:  1993-05
View more
  2 in total

1.  Postural orthostatic tachycardia syndrome explained using a baroreflex response model.

Authors:  Justen R Geddes; Johnny T Ottesen; Jesper Mehlsen; Mette S Olufsen
Journal:  J R Soc Interface       Date:  2022-08-24       Impact factor: 4.293

2.  Dynamical consequences of sensory feedback in a half-center oscillator coupled to a simple motor system.

Authors:  Zhuojun Yu; Peter J Thomas
Journal:  Biol Cybern       Date:  2021-03-03       Impact factor: 2.086

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.