Title :
Autonomic information flow during awakeness, sleep, and multiple organ dysfunction syndrome assessed by mutual information function of heart rate fluctuations
Author :
Hoyer, D. ; Pompe, B. ; Friedrich, H. ; Zwiener, U. ; Baranowski, R. ; Muller-Werdan, U. ; Schmidt, H.
Author_Institution :
Inst. for Pathophysiology, Friedrich-Schiller-Univ., Jena, Germany
Abstract :
The autonomic information flow (AIF) represents the complex communication within the autonomic nervous system (ANS). It can be assessed by the mutual information function (MIF) of heart rate fluctuations (HRF). AIF represented by HRF is based on several interacting physiological mechanisms operating at different time scales. Therefore one prominent time scale for HRF complexity analysis is not given a priori. MIF reflects the information flow at different time scales. This allows a more specific characterization of the complex communication leading to dynamic stability (homeostasis) of the cardiovascular-respiratory system. Three clinically relevant examples of autonomic communication, namely AIF of normals during awake state and deep sleep, and of patients with multiple organ dysfunction syndrome (MODS) were investigated. In these states MIF clearly represents and distinguishes the different communication in dependence on the time scale of information transfer. The results confirm our systems-theoretical concept that AIF, represented by MIF, characterizes the complex communication of the ANS at different time scales.
Keywords :
cardiovascular system; medical signal processing; neurophysiology; pneumodynamics; sleep; autonomic information flow; autonomic nervous system; awakeness; cardiovascular-respiratory system; deep sleep; dynamic stability; heart rate fluctuations; homeostasis; information transfer; interacting physiological mechanisms; mutual information function; Cardiology; Fluctuations; Heart beat; Heart rate; Mediation; Mutual information; Neural networks; Physics; Probability distribution; Sleep; autonomic information flow; autonomic nervous system; heart rate fluctuations; mutual information function;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403236