Individualized and time-variant model for the functional link between thermoregulation and sleep onset

Journal of Sleep Research

Volumn 15, Issue 2, 2006, Pages 183-198

  Quanten, Stijn ^a   De Valck, Elke ^b   Cluydts, Raymond ^b   Aerts, Jean Marie ^a   Berckmans, Daniel ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b FREE UNIVERSITY OF BRUSSELS   (Belgium)

Author keywords

Data based mechanistic model; Distal heat loss; Distal to proximal gradient; Individual differences; Sleepiness; Two process model of sleep

Indexed keywords

ADULT; ARTICLE; COGNITION; CONTROL SYSTEM; DATA BASED MECHANISTIC MODEL; FEMALE; HEAT LOSS; HUMAN; HUMAN EXPERIMENT; INDIVIDUALIZATION; MALE; NONREM SLEEP; NORMAL HUMAN; PRIORITY JOURNAL; QUANTITATIVE DIAGNOSIS; RELIABILITY; SLEEP DISORDER; SOMNOLENCE; TELEVISION CAMERA; THERMOREGULATION; TIME; VALIDATION PROCESS;

BODY TEMPERATURE REGULATION; DISORDERS OF EXCESSIVE SOMNOLENCE; HUMANS; MODELS, BIOLOGICAL; POLYSOMNOGRAPHY; SLEEP; SLEEP DEPRIVATION; TIME FACTORS;

EID: 33646775697     PISSN: 09621105     EISSN: 13652869     Source Type: Journal    
DOI: 10.1111/j.1365-2869.2006.00519.x     Document Type: Article

References (67)

1. Akaike, H. Information theory and the extension of the maximum likelihood criterion principle. In: V. N. Petrov F. Csaki Eds Proceedings of the Second International Symposium on Information Theory. Akademiai Kiado, Budapest, 1973: 267 281.
2. Alam, A. A., McGinty, D. Szymusiak, R. Neuronal discharge of preoptic/anterior hypothalamic thermosensitive neurons: relation to NREM sleep. Am. J. Physiol., 1995, 269: R1240 R1249.
3. Arnedt, J. T., Wilde, G. J., Munt, P. W. MacLean, A. W. Simulated driving performance following prolonged wakefulness and alcohol consumption: separate and contributions to impairment. J. Sleep Res., 2000, 9: 233 241.
4. Arnedt, J. T., Acebo, C., Seifer, R. Carskadon, M. A. Assessment of a simulated driving task for sleep research. Sleep, 2001, 24S: A413.
5. Berckmans, D., De Moor, M. De Moor, B. New model concept to control the energy and mass transfer in a three-dimensional imperfectly mixed ventilated space. ROOMVENT1992 3rd International Conference on Air Distribution in Rooms: Air Movement in Large Spaces, Aalborg, Denmark, Vol. 2, 1992: 151 168.
6. Berner, N. J., Grahn, D. A. Heller, H. C. 8-Oh-Dpat-sensitive neurons in the nucleus raphe magnus modulate thermoregulatory output in rats. Brain Res., 1999, 831: 155 164.
7. Bligh, J. Temperature Regulation in Mammals and Other Vertebrates. North Holland Publishing Company, Amsterdam, The Netherlands, 1973: 435.
8. Borbely, A. A. A two-process model of sleep regulation. Hum. Neurobiol., 1982, 13: 417 425.
9. Boulant, J. A. Role of the preoptic-anterior hypothalamus in thermoregulation and fever. Clin. Infect. Dis., 2000, 31: S157 S161.
10. Brown, C. C. Toe temperature change: a measure of sleep onset Waking Sleeping, 1979, 3: 353 359.
11. Bruck, K. Hinckel, P. Thermoafferent systems and their adaptive modifications. Pharmacol. Ther., 1982, 17: 357 381.
12. Buysse, D. J., Reynolds, C. F., Monk, T. H., Berman, S. R. Kupfer, D. J. The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res., 1989, 28: 193 213.
13. Carlisle, H. J. Effect of preoptic and anterior hypothalamic lesions on behavioural thermoregulation in the cold. J. Comp. Physiol. Psychol., 1969, 69: 391 402.
14. Carskadon, M., Dement, W., Mitler, M., Roth, T., Westbrook, P. Keenan, S. Guidelines for the multiple sleep latency test (MSLT): a standard measure of sleepiness. Sleep, 1986, 9: 518 524.
15. Csete, M. Doyle, J. C. Reverse engineering of biological complexity. Science, 2002, 295: 1664 1668.
16. De Lecea, L., Criado, J. R., Prospero-Garcia, O., Gautvik, K. M., Schweitzer, P., Danielson, K. M., Dunlop, C. L. M., Siggins, G. R., Henriksen, S. J. Sutcliffe, J. A cortical neuropeptide with neuronal depressant and sleep-modulating properties. Nature, 1996, 381: 242 245.
17. De Valck, E., Cluydts, R. Pirrera, S. Effect of cognitive arousal on sleep latency, somatic and cortical arousal following partial sleep deprivation. J. Sleep Res., 2004, 13: 295 304.
18. De Waard, D. Brookhuis, K. A. Assessing driver status: a demonstration experiment on the road. Accid. Anal. Prev., 1991, 23: 297 307.
19. Dickenson, A. H. Specific responses of rat raphe neurones to skin temperature. J. Physiol. (Lond.), 1977, 273: 277 293.
20. Gilbert, S. S., Van den Heuvel, C. J., Ferguson, S. A. Dawson, D. Thermoregulation as a sleep signalling system. Sleep Med. Rev., 2004, 8: 81 93.
21. Glotzbach, S. F. Heller, H. G. Central nervous regulations of body temperature during sleep. Science, 1976, 194: 537 538.
22. Hales, J. R. Skin arteriovenous anastomoses, their control and role in thermoregulation. In: K. Johansen W. W. Burggren Eds Cardiovascular Shunts. Alfred Benzon Symposium 21, Copenhagen, Munksgaard, 1985: 233 245.
23. Hammel, H. T., Jackson, D. C., Stolwijk, J. A., Hardy, J. D. Stromme, S. B. Temperature regulation by hypothalamic proportional control with adjustable set point. J. Appl. Physiol., 1963, 18: 1146 1154.
24. Hartwell, L. H., Hopfield, J. J., Leibler, S. Murray, A. W. From molecular to modular cell biology. Nature, 1999, 402: C47 C52.
25. Haskell, E. H., Palca, J. W., Walker, J. M., Berger, R. J. Heller, H. C. Metabolism and thermoregulation during stages of sleep in humans exposed to heat and cold. J. Appl. Physiol., 1981, 51: 948 954.
26. Hays, T., Szymusiak, R. McGinty, D. Intrinsic nonlinear firing rate responses to temperature found in rat diagonal band neurons in vitro. Sleep Res. Online, 1999, 2S: 43.
27. Heller, H. C. Glotzbach, S. F., 1977. Thermoregulation during sleep and hibernation. In: Robertshaw D ed International review of physiology and environmental physiology II, p. 147 188.
28. Hoddes, E., Zarcone, V., Smythe, H., Phillips, R. Dement, W. C. Quantification of sleepiness: a new approach. Psychophysiology, 1973, 10: 431 436.
29. Ishikawa, K., Genno, H., Kanbara, O., Yasuda, M. Osuli, M. Evaluation of stress using facial skin temperature. The Proceedings of PIE, 1998: 158 159.
30. Kitano, H. Computational systems biology. Nature, 2002, 420: 206 210.
31. Krauchi, K., Cajochen, C., Hoffman, M. Wirz-Justice, A. Melotonin and orthostasis: interactions of posture with subjective sleepiness, heart rate, and skin and core temperature. J. Sleep Res., 1997a, 26: 79.
32. Krauchi, K., Cajochen, C. Wirz-Justice, A. A relationship between heat loss and sleepiness: effects of posturnal change and melatonin administration. J. Am. Physiol., 1997c, 83: 134 139.
33. Krauchi, K., Cajochen, C., Werth, E. Wirz-Justice, A. Warm feet promote the rapid onset of sleep. Nature, 1999, 401: 36 37.
34. Krauchi, K., Cajochen, C. Wirz-Justice, A. Waking up properly: is there a role of thermoregulation in sleep inertia J. Sleep Res., 2004, 13: 121 127.
35. Lack, L. Gradisar, M. Acute finger temperature changes predict sleep onset over a 45-h period. J. Sleep Res., 2002, 11: 275 282.
36. Ljung, L. System Identification: Theory for the User. Prentice Hall, Englewood Cliffs, NJ, USA, 1987.
37. MacNair, D. M., Lorr, M. Droppelman, L. F. EDITS Manual for the Profile of Mood States. Educational and Industrial Testing Service, San Diego, CA, 1971.
38. Magnussen, G. On narcolepsy II. Studies on diurnal variations in the skin temperatures in narcoleptics. Acta Psychiatr. Neurol., 1943, 18: 457 485.
39. McAdams, H. H. Sharipo, L. Circuit simulation of genetic networks. Science, 1995, 269: 650 656.
40. McGinty, D. Szymusiak, R. Brain structures and mechanisms involved in the generation of NREM sleep: focus on the preoptic hypothalamus. Sleep Med. Rev., 2001, 5: 323 342.
41. McGinty, D., Thomson, D., Szymusial, R. Morairty, S. Suppression of sleep by local preoptic/anterior hypothalamic cooling. J. Sleep Res., 1996, 25: 18.
42. McGinty, D., Szymusiak, R. Alam, N. Preoptic/basal forebrain thermoregulatory control of NREM sleep. J. Sleep Res., 1998, 7: 174.
43. Moller, H., Lowe, A., Kayumov, L., Hossain, N. Shapiro, C. Can impaired alertness be detected more sensitively using a computerized driving simulator?. Sleep, 2002, 25 sup 252 253.
44. Nakao, M., Mcginty, D., Szymusiak, R. Yamamoto, M. A thermoregulatory model of sleep control. Jpn. J. Physiol., 1995, 45: 291 309.
45. Nakao, M., Nishiyama, H., Mcginty, D., Szymusiak, R. Yamamoto, M. A model-based interpretation of the biphasic daily pattern of sleepiness. Biol. Cybern., 1999, 81: 403 414.
46. Parmeggiani, P. L. Rabini, C. Sleep and environmental temperature. Arch. Ital. Biol., 1970, 108: 369 387.
47. Pennisi, E. Systems biology: tracing life's circuitry. Science, 2003, 302: 1646.
48. Quanten, S., De Valck, E., Cluydts, R., Aerts, J.-M. Berckmans, D. Thermoregulatory changes at driver sleepiness. International Journal of Vehicle Design Special Issue on ''Driver Comfort & Safety: measurements on vehicle drivers'' in press Van Someren, E. J. W. Cutaneous warming promotes sleep onset. Am. J. Physiol. Regul. Integr. Comp. Physiol., 2005, 288: 1589 1597.
49. Rechtschaffen, A. Kales, A. A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. Government Printing Office, Washington, DC, USA, 1968.
50. Refinetti, R. Carlisle, H. J. Effects of lateral hypothalamic-lesions on thermoregulation in the rat. Physiol. Behav., 1986, 38: 219 228.
51. Rosenthal, M. S. Physiology and neurochemistry of sleep. Am. J. Pharm. Educ., 1998, 62: 204 208.
52. Sakaguchi, S., Glotzbach, S. F. Heller, H. C. Influence of hypothalamic and ambient-temperatures on sleep in kangaroo rats. Am. J. Physiol., 1979, 237: R80 R88.
53. Saper, C. B., Chou, T. C. Scamel, T. E. The sleep switch: hypothalamic control of sleep and wakefulness. Trends Neurosci., 2001, 24: 726 731.
54. Saper, C. B., Scammell, T. E. Lu, J. Hypothalamic regulation of sleep and circadian rhythms. Nature, 2005, 437: 1257 1263.
55. Stephenson, L. A., Wenger, C. B., O'Donovan, B. H. Nadel, E. R. Circadian rhythms in sweating and cutaneous blood flow. Am. J. Physiol., 1984, 246: R321 R324.
56. Tomlin, C. J. Axelrod, J. D. Understanding biology by reverse engineering the control. Proc. Natl. Acad. Sci. USA, 2005, 102: 4219 4220.
57. Van Dongen, H. P. A. Dinges, D. F. Investigating the interaction between the homeostatic and circadian processes of sleep-wake regulation for the prediction of waking neurobehavioural performance. J. Sleep Res., 2003, 12: 181 187.
58. Van Dongen, H. P. A., Baynard, M. D., Maislin, G. Dinges, D. F. Systematic interindividual differences in neurobehavioral impairment from sleep loss: evidence of trait-like differential vulnerability. Sleep, 2004, 27: 423 433.
59. Van Huffel, S. Vandewalle, J. Iterative speed improvement for solving slowly varying total least squares problems. Mech. Syst. Signal Process., 1988, 2: 327 348.
60. Van Someren, E. J. W. More than a marker: interaction between the circadian regulation of temperature and sleep, age-related changes, and treatment possibilities. Chronobiol. Int., 2000, 17: 313 354.
61. Vos, W. Infrarood camera meet mentale werkbelasting. TNO Magazine September, 2005, 9: 11 12.
62. Wit, A. Wang, S. Temperature-sensitive neurons in the preoptic/anterior hypothalamic region: effects of increasing ambient temperature. Am. J. Physiol., 1968, 125: 1151 1159.
63. Young, P. C. Recursive Estimation and Time-series Analysis. Springer-Verlag, Berlin, Germany, 1984.
64. Young, P. C. Jakeman, A. J. Refined instrumental variable methods of recursive time-series analysis: part II, single input output systems. Int. J. Control, 1979, 30: 1 30.
65. Young, P. C. Lees, M. J. The active mixing volume: a new concept in modelling environmental systems. In: V. Barnett K. J. Feridun Turkman Eds Statistics for the Environment. Wiley, Chichester, UK, 1993: 3 39.
66. Young, P. C. Wallis, S. G. Solute transport and dispersion in channels. In: K. J. Beven M. J. Kirkby Eds Channel Networks. J. Wiley, Chichester, UK, 1993: 129 173.
67. Young, P. C., Behzali, M. A., Wang, C. L. Chotai, A. Direct digital and adaptive control by input-output, state variable feedback pole assignment. Int. J. Control, 1987, 46: 867 1881.