Title :
Modeling the influence of the pulmonary pressure-volume curve on gas exchange
Author :
Smith, Bram W. ; Rees, Stephen ; Tvorup, Jan ; Christensen, Casper G. ; Andreassen, Steen
Author_Institution :
Centre for Model-based Medical Decision Support, Aalborg
Abstract :
Current models of lung mechanics and gas exchange act independently to simulate variations in pressure-volume (PV) and ventilation-perfusion (V/Q) properties in the lungs respectively. However, changes in ventilator pressures can cause alveoli recruitment, collapse or over-distension causing V/Q changes in the lungs that are unaccounted for in these models. A compartmental model of the lungs is presented that is based on a physiological interpretation of lung function and simulates each alveolus individually. By combining this model with currently available lung mechanics and gas exchange models, the effect of changing ventilator settings on gas exchange could be simulated. The model is shown to simulate experimentally measured static PV data from an ARDS patient with an accuracy equivalent to that achieved by the sigmoid function. It could enable quantification of variations in V/Q in the lungs and also gives estimates of other physiological lung properties such as lung density and alveoli compliance. The alveoli model offers a physiologically relevant method of simulating the PV relationship in the lungs and its influence of gas exchange
Keywords :
lung; physiological models; pneumodynamics; ARDS patient; alveoli collapse; alveoli compliance; alveoli over-distension; alveoli recruitment; gas exchange; lung density; lung function; lung mechanics; pulmonary pressure-volume curve; sigmoid function; ventilation-perfusion properties; ventilator pressures; Blood; Carbon dioxide; H infinity control; Injuries; Lungs; Mechanical factors; Medical simulation; Parameter estimation; Recruitment; Ventilation; alveoli model; dead-space; lung mechanics; pressure-volume curve; shunt;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1616939