Jamsek Janez, Stefanovska Aneta, McClintock Peter V E
Group of Nonlinear Dynamics and Synergetics, Faculty of Electrical Engineering, University of Ljubljana, Trzaska 25, 1000 Ljubljana, Slovenia.
Phys Med Biol. 2004 Sep 21;49(18):4407-25. doi: 10.1088/0031-9155/49/18/015.
Bispectral analysis based on high order statistics, introduced recently as a technique for revealing time-phase relationships among interacting noisy oscillators, has been used to study the nature of the coupling between cardiac and respiratory activity. Univariate blood flow signals recorded simultaneously by laser-Doppler flowmetry on both legs and arms were analysed. Coupling between cardiac and respiratory activity was also checked by use of bivariate data and computation of the cross-bispectrum between the ECG and respiratory signals. Measurements were made on six healthy males aged 25-27 years. Recordings were taken during spontaneous breathing (20 min), and during paced respiration at frequencies both lower and higher than that of spontaneous respiration (either two or three recordings with a constant frequency in the interval between 0.09 and 0.35 Hz). At each paced frequency recordings were taken for 12 min. It was confirmed that the dynamics of blood flow can usefully be considered in terms of coupled oscillators, and demonstrated that interactions between the cardiac and respiratory processes are weak and time-varying, and that they can be nonlinear. Nonlinear coupling was revealed to exist during both spontaneous and paced respiration. When present, it was detected in all four blood flow signals and in the cross-bispectrum between the ECG and respiratory signal. The episodes with nonlinear coupling were detected in 11 out of 22 recordings and lasted between 19 s in the case of high frequency (0.34 Hz) and 106 s in the case of low frequency paced respiration (0.11 Hz).
基于高阶统计量的双谱分析,作为一种揭示相互作用的噪声振荡器之间时间相位关系的技术最近被引入,已被用于研究心脏和呼吸活动之间耦合的性质。分析了通过激光多普勒血流仪同时记录的双腿和双臂的单变量血流信号。还通过使用双变量数据以及计算心电图和呼吸信号之间的互双谱来检查心脏和呼吸活动之间的耦合。对6名年龄在25 - 27岁的健康男性进行了测量。记录在自主呼吸期间(20分钟)以及频率低于和高于自主呼吸频率的节律性呼吸期间进行(在0.09至0.35Hz的间隔内以恒定频率进行两到三次记录)。在每个节律频率下记录12分钟。证实了血流动力学可以有效地用耦合振荡器来考虑,并表明心脏和呼吸过程之间的相互作用是微弱且随时间变化的,并且它们可能是非线性的。在自主呼吸和节律性呼吸期间均发现存在非线性耦合。当存在时,在所有四个血流信号以及心电图和呼吸信号之间的互双谱中均检测到。在22次记录中的11次中检测到了具有非线性耦合的发作,高频(0.34Hz)时持续19秒,低频节律性呼吸(0.11Hz)时持续106秒。