A model-based interpretation of the biphasic daily pattern of sleepiness

Abstract. We developed a thermoregulatory model of sleep control based on the hypothesis that non-rapid eye-movement sleep participates in homeostatic thermoregulation. This model successfully reproduced several qualitative features of human sleep/wake cycles during entrained as well as the internally desynchronized states. Among the reproduced features, generation mechanisms of the biphasic sleepiness distribution are studied here in the light of the model structure. Harmonic analysis is employed for this purpose. Through linearizations and confining the harmonics of the masking process to the fundamental component, a simplified representation of sleepiness is obtained. The simplified sleepiness is constructed with the fundamental circadian, the second harmonic components, and the constant (DC). The bimodality of the sleepiness is shown to be made by the second harmonic which is added to the fundamental component. The behavior of their amplitudes and phase positions are investigated under the varied sleep/wake durations and phase differences between the oscillators. Since the sleepiness generated by our model is roughly mimicked by the simplified representation under diverse conditions, this simplification can be regarded as adequate. From the behavior of the constituents of respective harmonic components, the fundamental component is shown to originate from the sleep/wake masking process and the circadian oscillators; the second harmonic from the multiplicative interactions between the circadian oscillators and the sleep/wake masking process. These results indicate that the rhythmic processes are principal constituents of the sleepiness, at least in the steady state.

[1]  P. Achermann,et al.  Sleep Initiation and Initial Sleep Intensity: Interactions of Homeostatic and Circadian Mechanisms , 1989, Journal of biological rhythms.

[2]  T. Åkerstedt,et al.  Validation of the S and C components of the three-process model of alertness regulation. , 1995, Sleep.

[3]  M. Carskadon,et al.  Circadian variation of sleep tendency in elderly and young adult subjects. , 1982, Sleep.

[4]  R. Szymusiak,et al.  A thermoregulatory model of sleep control. , 1995, The Japanese journal of physiology.

[5]  R. Szymusiak,et al.  Regulation of posterior lateral hypothalamic arousal related neuronal discharge by preoptic anterior hypothalamic warming , 1994, Brain Research.

[6]  R. Szymusiak,et al.  Preoptic/anterior hypothalamic neurons: thermosensitivity in wakefulness and non rapid eye movement sleep , 1996, Brain Research.

[7]  H. Agnew,et al.  Stage 4 Sleep: Influence of Time Course Variables , 1971, Science.

[8]  T. Åkerstedt,et al.  The three-process model of alertness and its extension to performance, sleep latency, and sleep length. , 1997, Chronobiology international.

[9]  S. Strogatz,et al.  Circadian regulation dominates homeostatic control of sleep length and prior wake length in humans. , 1986, Sleep.

[10]  R. Szymusiak,et al.  Neuronal discharge of preoptic/anterior hypothalamic thermosensitive neurons: relation to NREM sleep. , 1995, The American journal of physiology.

[11]  Lennart Levi,et al.  Circadian rhythms of catecholamine excretion, shooting range performance and self-ratings of fatigue during sleep deprivation , 1975, Biological Psychology.

[12]  Dennis McGinty,et al.  Keeping cool: a hypothesis about the mechanisms and functions of slow-wave sleep , 1990, Trends in Neurosciences.

[13]  D.G.M. Dijk,et al.  Contribution of the circadian pacemaker and the sleep homeostat to sleep propensity, sleep structure, electroencephalographic slow waves, and sleep spindle activity in humans , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[14]  S. Campbell,et al.  Evidence for circadian influence on human slow wave sleep during daytime sleep episodes. , 1989, Psychophysiology.

[15]  M Yamamoto,et al.  Dynamical features of thermoregulatory model of sleep control. , 1995, The Japanese journal of physiology.

[16]  O. Hayaishi,et al.  Modulation by prostaglandins of activity of sleep-related neurons in the preoptic/anterior hypothalamic areas in rats , 1994, Brain Research Bulletin.

[17]  R. Szymusiak,et al.  Local preoptic/anterior hypothalamic warming alters spontaneous and evoked neuronal activity in the magno-cellular basal forebrain , 1995, Brain Research.

[18]  T. Åkerstedt,et al.  Predicting sleep latency from the three-process model of alertness regulation. , 1996, Psychophysiology.

[19]  Peretz Lavie,et al.  Ultradian rhythms: gates of sleep and wakefulness , 1985 .

[20]  D. Dijk,et al.  Circadian and sleep/wake dependent aspects of subjective alertness and cognitive performance , 1992, Journal of sleep research.

[21]  O. Hayaishi,et al.  Circadian variations of prostaglandins D2, E2, and F2 alpha in the cerebrospinal fluid of anesthetized rats. , 1995, Biochemical and biophysical research communications.