Title :
Transient respiratory response to hypercapnia: Analysis via a cardiopulmonary simulation model
Author :
Albanese, A. ; Chbat, N.W. ; Ursino, M.
Author_Institution :
Dept. of Biomed. Eng., Columbia Univ., New York, NY, USA
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
In recent years, our group has developed a comprehensive cardiopulmonary (CP) model that comprises the heart, systemic and pulmonary circulations, lung mechanics and gas exchange, tissue metabolism, and cardiovascular and respiratory control mechanisms. In this paper, we analyze the response of the model to hypercapnic conditions and hence focus on the chemoreflex control mechanism. Particularly, we have enhanced the peripheral chemoreceptor model in order to better reflect respiratory control physiology. Using the CO2 fraction in the inspired air as input to the CP model, we were able to analyze the transient response of the system to CO2 step input at different levels, in terms of alveolar gas partial pressures, tidal volume, minute ventilation and respiratory frequency. Model predictions were tested against experimental data from human subjects [1]. Results show good agreement for all the variables under study during the transient phases and low root mean square errors at steady state. This indicates the potential for the model to be used as a valid tool for clinical practice and medical research, providing a complementary way to experience-based clinical decisions.
Keywords :
biochemistry; blood; haemodynamics; medical disorders; physiological models; pneumodynamics; alveolar gas partial pressure; carbon dioxide fraction; cardiopulmonary model; cardiopulmonary simulation model; cardiovascular control mechanisms; chemoreflex control mechanism; gas exchange; heart; hypercapnia transient respiratory response; lung mechanics; minute ventilation; peripheral chemoreceptor model; pulmonary circulation; respiratory control mechanisms; respiratory control physiology; respiratory frequency; systemic circulation; tidal volume; tissue metabolism; Adaptation models; Biological system modeling; Data models; Humans; Lungs; Mathematical model; Ventilation; Computer Simulation; Heart; Humans; Hypercapnia; Models, Biological; Pulmonary Circulation; Pulmonary Gas Exchange; Reflex; Respiratory Mechanics;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090668