A short daytime test using correlation dimension for respiratory movement in OSAHS.
Open Access
- 1 June 2004
- journal article
- Published by European Respiratory Society (ERS) in European Respiratory Journal
- Vol. 23 (6) , 885-890
- https://doi.org/10.1183/09031936.04.00044104
Abstract
In order to examine the pathology in patients with obstructive sleep apnoea/hypopnoea syndrome (OSAHS), the nonlinear properties of respiratory movement and breath-to-breath variations during resting wakefulness with eyes closed was investigated.Recording of the respiratory movement using inductive plethysmography was performed on 14 patients with OSAHS and 13 control subjects for 2 h in the supine position during daytime. To calculate the correlation dimension (D2) for respiratory movement, an algorithm proposed by Grassberger and Procaccia was applied. The indices of breath-to-breath variations were estimated. To calculate D2 and breath-to-breath variations, two different segments were selected (200 s each).The value of D2 for respiratory movement in patients with OSAHS was significantly greater than that in control subjects. In the case of ≥2.0 of D2 for respiratory movement, the sensitivity and specificity of detecting the presence of OSAHS was 85.7% and 76.9%, respectively. On the basis of breath-to-breath variations, only the coefficient of variation of expiratory time for respiratory movement in patients with OSAHS was significantly greater than that in the control subjects.In conclusion, the measurements of correlation dimensions for respiratory movement with a brief period during wakefulness may be a useful index for identifying patients with obstructive sleep apnoea/hypopnoea syndrome.Keywords
This publication has 28 references indexed in Scilit:
- Non-linear behaviour of respiratory movement in obstructive sleep apnoea syndromeClinical Physiology and Functional Imaging, 2002
- Relationship between correlation dimension and indices of linear analysis in both respiratory movement and electroencephalogramClinical Neurophysiology, 2001
- Breath-to-Breath Variability Correlates With Apnea-Hypopnea Index in Obstructive Sleep ApneaChest, 2001
- NONLINEAR BEHAVIOR OF HUMAN RESPIRATORY MOVEMENT DURING DIFFERENT SLEEP STAGESChronobiology International, 2001
- Improved Surrogate Data for Nonlinearity TestsPhysical Review Letters, 1996
- Correlation Dimension of the Human Sleep Electroencephalogram: Cyclic Changes in the Course of the NightEuropean Journal of Neuroscience, 1994
- Testing for nonlinearity in time series: the method of surrogate dataPhysica D: Nonlinear Phenomena, 1992
- Fundamental limitations for estimating dimensions and Lyapunov exponents in dynamical systemsPhysica D: Nonlinear Phenomena, 1992
- Aging and the complexity of cardiovascular dynamicsBiophysical Journal, 1991
- Estimating fractal dimensionJournal of the Optical Society of America A, 1990