title: Complexity measures of the central respiratory networks during wakefulness and sleep.
abstract: Since sleep is known to influence respiratory activity we studied whether the sleep state would affect the complexity value of the respiratory network output. Specifically, we tested the hypothesis that the complexity values of the diaphragm EMG (EMGdia) activity would be lower during REM compared to NREM. Furthermore, since REM is primarily generated by a homogeneous population of neurons in the medulla, the possibility that REM-related respiratory output would be less complex than that of the awake state was also considered. Additionally, in order to examine the influence of neuron vulnerabilities within the rostral ventral medulla (RVM) on the complexity of the respiratory network output, we inhibited respiratory neurons in the RVM by microdialysis of GABA(A) receptor agonist muscimol. Diaphragm EMG, nuchal EMG, EEG, EOG as well as other physiological signals (tracheal pressure, blood pressure and respiratory volume) were recorded from five unanesthetized chronically instrumented intact piglets (3-10 days old). Complexity of the diaphragm EMG (EMGdia) signal during wakefulness, NREM and REM was evaluated using the approximate entropy method (ApEn). ApEn values of the EMGdia during NREM and REM sleep were found significantly (p < 0.05 and p < 0.001, respectively) lower than those of awake EMGdia after muscimol inhibition. In the absence of muscimol, only the differences between REM and wakefulness ApEn values were found to be significantly different.
authors.affiliation: Harrington Department of Bioengineering, Ira. A. Fulton School of Engineering, Arizona State University, Tempe, AZ 85287, USA.
authors.forename: Andrei
authors.initials: A
authors.lastname: Dragomir
authors.forename: Yasemin
authors.initials: Y
authors.lastname: Akay
authors.forename: Aidan K
authors.initials: AK
authors.lastname: Curran
authors.forename: Metin
authors.initials: M
authors.lastname: Akay
mesh_terms: D000818:Animals; D001683:Biological Clocks / Q000502:physiology*; D003198:Computer Simulation; D003964:Diaphragm / Q000294:innervation / Q000502:physiology*; D004576:Electromyography / Q000379:methods; D008954:Models, Biological; D009415:Nerve Net / Q000502:physiology; D015656:Respiratory Mechanics / Q000502:physiology*; D012890:Sleep / Q000502:physiology*; D012895:Sleep, REM / Q000502:physiology*; D013552:Swine; D014851:Wakefulness / Q000502:physiology*