Estimating respiratory mechanics in the presence of flow limitation.

Dynamic collapse of the pulmonary airways, leading to flow limitation, is a significant event in a number of respiratory pathologies, including obstructive sleep apnea syndrome and chronic obstructive pulmonary disease. Quantitative evaluation of the mechanical status of the respiratory system in these conditions provides useful insights into airway caliber and tissue stiffness, which are hallmarks of such abnormalities. However, assessing respiratory mechanics in the presence of flow limitation is problematic because the single-compartment linear model on which most assessment methods are based is not valid over the entire breath. Indeed, even deciding which parts of a breath are flow limited from measurement of mouth flow and pleural pressure often proves to be difficult. In this study, we investigated the use of two approaches to assessing the overall mechanical properties of the respiratory system in the presence of inspiratory flow limitation. The first method is an adaptation of the classic Mead-Whittenberger method, and the second method is based on information-weighted histograms obtained from recursively estimated signals of respiratory resistance and elastance. We tested the methods on data simulated by using a computer model of the respiratory system and on data collected from obese sleeping pigs. We found that the information-weighted histograms provided the more robust overall estimates of respiratory mechanics.

[1]  J. Mead,et al.  Physical Properties of Human Lungs Measured During Spontaneous Respiration , 1953 .

[2]  D. Rapoport,et al.  Flow limitation as a noninvasive assessment of residual upper-airway resistance during continuous positive airway pressure therapy of obstructive sleep apnea. , 1994, American journal of respiratory and critical care medicine.

[3]  J. Bates,et al.  A nonstatistical approach to estimating confidence intervals about model parameters: application to respiratory mechanics , 1992, IEEE Transactions on Biomedical Engineering.

[4]  G. Liistro,et al.  Expiratory flow limitation during sleep in heavy snorers and obstructive sleep apnoea patients. , 1996, The European respiratory journal.

[5]  J. Dempsey,et al.  Airway resistance and respiratory muscle function in snorers during NREM sleep. , 1985, Journal of applied physiology.

[6]  F. Sériès,et al.  Accuracy of breath-by-breath analysis of flow-volume loop in identifying sleep-induced flow-limited breathing cycles in sleep apnoea-hypopnoea syndrome. , 1995, Clinical science.

[7]  J. Remmers,et al.  Laryngeal regulation of respiratory airflow. , 1973, Respiration physiology.

[8]  N. Eissa,et al.  Lung and chest wall mechanics in mechanically ventilated COPD patients. , 1993, Journal of applied physiology.

[9]  A. Cappello,et al.  Influence of flow pattern on the parameter estimates of a simple breathing mechanics model , 1995, IEEE Transactions on Biomedical Engineering.

[10]  M. Tavola,et al.  Pulmonary and chest wall mechanics in anesthetized paralyzed humans. , 1991, Journal of applied physiology.

[11]  J. Bates,et al.  Respiratory mechanics in the normal dog determined by expiratory flow interruption. , 1989, Journal of applied physiology.

[12]  D. Hudgel,et al.  Mechanics of the respiratory system and breathing pattern during sleep in normal humans. , 1984, Journal of applied physiology: respiratory, environmental and exercise physiology.

[13]  J. Bates,et al.  Estimation of time-varying respiratory mechanical parameters by recursive least squares. , 1991, Journal of applied physiology.