Time-varying signal analysis to detect high-altitude periodic breathing in climbers ascending to extreme altitude

被引:8
|
作者
Garde, A. [1 ,2 ]
Giraldo, B. F. [1 ,2 ]
Jane, R. [1 ,2 ]
Latshang, T. D. [3 ]
Turk, A. J. [4 ]
Hess, T. [5 ]
Bosch, M. M. [6 ]
Barthelmes, D. [6 ]
Merz, T. M. [7 ]
Hefti, J. Pichler [8 ]
Schoch, O. D. [9 ]
Bloch, K. E. [3 ]
机构
[1] Univ Politecn Cataluna, Biomed Signal Proc & Interpretat BIOSPIN Grp, Dept ESAII, Inst Bioengn Catalunya IBEC, E-08028 Barcelona, Spain
[2] Univ Politecn Cataluna, CIBER Bioingn Biomat & Nanomed CIBER BBN, E-08028 Barcelona, Spain
[3] Univ Zurich Hosp, Div Pulm, CH-8091 Zurich, Switzerland
[4] High Altitude Clin Wald, Wald, Switzerland
[5] Cantonal Hosp Winterthur, Div Pulm, Winterthur, Switzerland
[6] Univ Zurich Hosp, Dept Ophthalmol, CH-8091 Zurich, Switzerland
[7] Univ Hosp Bern, Intens Care Unit, CH-3010 Bern, Switzerland
[8] Univ Hosp Bern, Div Pulm, CH-3010 Bern, Switzerland
[9] Cantonal Hosp St Gallen, Div Pulm, St Gallen, Switzerland
基金
瑞士国家科学基金会;
关键词
High-altitude periodic breathing; Cardiorespiratory characterization; Time-varying spectral analysis; Acclimatization; Hypoxia; CHEYNE-STOKES RESPIRATION; CHRONIC HEART-FAILURE; MUZTAGH ATA; SLEEP; ACCLIMATIZATION; PATTERNS;
D O I
10.1007/s11517-015-1275-x
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This work investigates the performance of cardiorespiratory analysis detecting periodic breathing (PB) in chest wall recordings in mountaineers climbing to extreme altitude. The breathing patterns of 34 mountaineers were monitored unobtrusively by inductance plethysmography, ECG and pulse oximetry using a portable recorder during climbs at altitudes between 4497 and 7546 m on Mt. Muztagh Ata. The minute ventilation (V-E) and heart rate (HR) signals were studied, to identify visually scored PB, applying time-varying spectral, coherence and entropy analysis. In 411 climbing periods, 30-120 min in duration, high values of mean power (MPVE) and slope (MSlope(VE)) of the modulation frequency band of V-E, accurately identified PB, with an area under the ROC curve of 88 and 89 %, respectively. Prolonged stay at altitude was associated with an increase in PB. During PB episodes, higher peak power of ventilatory (MPVE) and cardiac (MP (LF) (HR) ) oscillations and cardiorespiratory coherence (MP (LF) (Coher) ), but reduced ventilation entropy (SampEn(VE)), was observed. Therefore, the characterization of cardiorespiratory dynamics by the analysis of V-E and HR signals accurately identifies PB and effects of altitude acclimatization, providing promising tools for investigating physiologic effects of environmental exposures and diseases.
引用
收藏
页码:699 / 712
页数:14
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