open access
메뉴E-ISSN : 2733-4538
According to the "hyper-arousal" model of primary insomnia (PI), insomnia patients experience heightened physiological and cognitive arousal compared to normal people during both sleep and wakefulness. Previous studies have reported that insomnia patients show more high frequency electroencephalogram (EEG) signals than normal people. This suggests that hyper- arousal in insomnia, reflected in the high frequency EEG pattern, results in non-restorative sleep. Specifically, hyperarousal in PI results in increased beta activity that is associated with cortical arousal, resulting in non-restorative sleep. This study aimed to verify the efficacy of a beta-decrease neurofeedback (NF) protocol for insomnia. Participants were randomly assigned to an NF treatment or a wait-list control group. The NF treatment group received 10 sessions of NF (n=5), and the wait-list control group (n=9) group received no treatment. We compared the following parameters pre-and post-treatment, as well as 2-weeks following the final treatment: resting state EEG (eye-open, EO; eye-closed, EC), heart rate variability (HRV), sleep scales, sleep diaries, and Smart Wearable Device data. Results showed significantly decreased beta power, HRV, SL (sleep latency), sleep scale scores, increased alpha power, TST (total sleep time), SE (sleep effectiveness), and sleep satisfaction in the wait-list control group compared with the NF group. This study is the first neurofeedback protocol using “Beta power” as a marker of neurophysiological arousal in insomnia. Our findings provide new evidence for the efficacy of Beta in decreasing insomnia symptoms and add to the range of non-pharmacological insomnia intervention choices for pregnant, psychopharmacotherapy-resistant, and older people. Neurofeedback not only provides control of insomnia symptoms but also results in a decreased risk of psychological comorbidities. This study found improved insomnia symptoms after only 10 sessions of NF. Fast remission of insomnia symptoms may reinforce patients’ motivations for treatment, is more cost-effective, and can result in reduced treatment times.
Ahmadi, N., Chung, S. A., Gibbs, A., & Shapiro, C. M. (2008). The Berlin questionnaire for sleep apnea in a sleep clinic population:Relationship to polysomnographic measurement of respiratory disturbance. Sleep and Breathing, 12, 39-45.
Ahn, D. H. (2013). Insomnia: Causes and diagnosis. Hanyang Medical Review, 33, 203-209.
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (DSM-5is. Washington, DC: American Psychiatric Publishing.
Arns, M., de Ridder, S., Strehl, U., Breteler, M., & Coenen, A. (2009). Efficacy of neurofeedback treatment in ADHD: The effects on inattention, impulsivity and hyperactivity: A meta-analysis. Clinical EEG and Neuroscience, 40, 180-189.
Bastien, C. H., St-Jean, G., Turcotte, I., Morin, C. M., Lavallrin, C. M., Carrier, J. (2009). Sleep spindles in chronic psycho physiological insomnia. Journal of Psychosomatic Research, 66, 59-65.
Bastien, C. H., Vallilogical inles in, yperactivity: A meta-analysis. Efficacy of neues an outcome measure for insomnia research. Sleep Medicine, 2, 297-307.
Batty, M. J., Bonnington, S., Tang, B. K., Hawken, M. B., & Gruzelier, J. H. (2006). Relaxation strategies and enhancement of hypnotic susceptibility: EEG neurofeedback, progressive muscle relaxation and self-hypnosis. Brain Research Bulletin, 71, 83-90.
Bell, J. S. (1979). The use of EEG theta biofeedback in the treatment of a patient with sleep-onset insomnia. Applied Psychophysiology and Biofeedback, 4, 229-236.
Besset, A., Villemin, E., Tafti, M., & Billiard, M. (1998). Homeostatic process and sleep spindles in patients with sleep-maintenance insomnia (SMI): Effect of partial (21 h) sleep deprivation (PSD). Electroencephalography and Clinical Neurophysiology, 107, 122-132.
Bonnet, M. H., & Arand, D. L. (1995). 24-hour metabolic rate in insomniacs and matched normal sleepers. Sleep-New York, 18, 581-588.
Bonnet, M. H., & Arand, D. L. (1998). Heart rate variability in insomniacs and matched normal sleepers. Psychosomatic Medicine, 60, 610-615.
Bonnet, M. H., & Arand, D. L. (2010). Hyperarousal and insomnia:State of the science. Sleep Medicine Reviews, 14, 9-15.
Bonnet, M. H., & Arand, D. L. (2014). Treatment of insomnia. Up-ToDate, Benfica, R (Ed). Up To Date, Waltham, MA. Available from http://www.uptodate.com/store.
Breteler, M. H., Arns, M., Peters, S., Giepmans, I., & Verhoeven, L. (2010). Improvements in spelling after QEEG-based neurofeedback in dyslexia: A randomized controlled treatment study. Applied Psychophysiology and Biofeedback, 35, 5-11.
Buysse, D. J., Reynolds III, C. F., Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989). The Pittsburgh Sleep Quality Index: A new instrument for psychiatric practice and research. Psychiatry Research, 28, 193-213.
Blom, K. (2016). Guided internet-based treatment for insomnia and depression (Unpublished doctoral dissertation). Karolinska University Hospital, Stockholm, Sweden.
Cajochen, C., Brunner, D. P., Kr-based treatment for i Wirz-Justice, A. (1995). Power density in theta/alpha frequencies of the waking EEG progressively increases during sustained wakefulness. Sleep, 18, 890-894.
Camfferman, D., Moseley, G. L., Gertz, K., Pettet, M. W., & Jensen, M. P. (2017). Waking EEG cortical markers of chronic pain and sleepiness. Pain Medicine, pnw294.
Cellini, N., Zambotti, M., Covassin, N., Sarlo, M., & Stegagno, L. (2014). Working memory impairment and cardiovascular hyperarousal in young primary insomniacs. Psychophysiology, 51, 206-214.
Cervena, K., Espa, F., Perogamvros, L., Perrig, S., Merica, H., & Ibanez, V. (2014). Spectral analysis of the sleep onset period in primary insomnia. Clinical Neurophysiology, 125, 979-987.
Cheong, M. J., Chea, E. Y., & Kang, H.Y. (2016). Meta-analysis: Effects of neurofeedback training programme in Korea. Journal of Oriental Neuropsychiatry, 27, 157-167.
Cho, Y. W., Lee, J. H., Son, H. K., Lee, S. H., Shin, C., & Johns, M. W. (2011). The reliability and validity of the Korean version of the Epworth sleepiness scale. Sleep and Breathing, 15, 377-384.
Cho, Y. W., Song, M. L., & Morin, C. M. (2014). Validation of a Korean version of the insomnia severity index. Journal of Clinical Neurology, 10, 210-215.
Choi, H. J., Kim, S. J., Kim, B. J., & Kim, I. J. (2012). Korean versions of self-reported sleep questionnaires for research and practice on sleep disturbance. The Korean Journal of Rehabilitation Nursing, 15(1), 1-10.
Choi, S. W. (2012). Introduction to Neurofeedback. Seoul: Sigmapress.
Choi, S. W., Chi, S. E., Chung, S. Y., Kim, J. W., Ahn, C. Y., & Kim, H. T. (2011). Is alpha wave neurofeedback effective with randomized clinical trials in depression? A pilot study. Neuropsychobiology, 63, 43-51.
Corsi-Cabrera, M., Figueredo-Rodriguez, P., del Rio-Portilla, Y., Sanchez-Romero, J., Galan, L., & Bosch-Bayard, J. (2012). Enhanced frontoparietal synchronized activation during the wakesleep transition in patients with primary insomnia. Sleep, 35, 501-511.
Corsi-Cabrera, M., Ramos, J., Arce, C., Guevara, M. A., Ponce-de Leon, M., & Lorenzo, I. (1992). Changes in the waking EEG as a consequence of sleep and sleep deprivation. Sleep-New York, 15, 550-555.
Corsi-Cabrera, M., Rojas-Ramos, O. A., & del R&Cabrera, M. R. (2016). Waking EEG signs of non-restoring sleep in primary insomnia patients. Clinical Neurophysiology, 127, 1813-1821.
Cortoos, A., Verstraeten, E., & Cluydts, R. (2006). Neurophysiological aspects of primary insomnia disorder: Implications for its treatment. Sleep Medicine Review, 10, 255-266.
Cortoos, A., De Valck, E., Arns, M., Breteler, M. H., & Cluydts, R. (2010). An exploratory study on the effects of tele-neurofeedback and tele-biofeedback on objective and subjective sleep in patients with primary insomnia. Applied Psychophysiology and Biofeedback, 35, 125-134.
Covassin, N., de Zambotti, M., Sarlo, M., Tona, G. D. M., Sarasso, S., & Stegagno, L. (2011). Cognitive performance and cardiovascular markers of hyper arousal in primary insomnia. International Journal of Psychophysiology, 80, 79-86.
Dang-Vu, T. T., McKinney, S. M., Buxton, O. M., Solet, J. M., & Ellenbogen, J. M. (2010). Spontaneous brain rhythms predict sleep stability in the face of noise. Current Biology, 20, R626-R627.
De Gennaro, L., & Ferrara, M. (2003). Sleep spindles: An overview. Sleep Medicine Reviews, 7, 423-440.
Demos, J. N. (2005). Getting started with neurofeedback. WW Norton & Company.
Dodds, K. L., Miller, C. B., Kyle, S. D., Marshall, N. S., & Gordon, C. J. (2017). Heart rate variability in insomnia patients: A critical review of the literature. Sleep Medicine Reviews, 33, 88-100.
Dumont, M., Macchi, M. M., Carrier, J., Lafrance, C., Humont, M., & Macchi, M. M. Car of narrow frequency bands in the waking EEG during sleep deprivation. Neuroreport, 10, 403-407.
Evans, J. R., & Abarbanel, A. (Eds.). (1999). Introduction to quantitative EEG and neurofeedback. California: Elsevier.
Fang, S. C., Huang, C. J., Yang, T. T., & Tsai, P. S. (2008). Heart rate variability and daytime functioning in insomniacs and normal sleepers: Preliminary results.aJournal of Psychosomatic Research, 65(1), 23-30.
Freedman, R. R. (1986). EEG power spectra in sleep-onset insomnia. Electroencephalography and Clinical Neurophysiology, 63, 408-413.
Friel, P. N. (2007). EEG biofeedback in the treatment of attention deficit/hyper activity disorder. Alternative Medicine Review, 12, 146.
Gruzelier, J. H. (2014). EEG-neurofeedback for optimising performance. III: A review of methodological and theoretical considerations. Neuroscience & Biobehavioral Reviews, 44, 159-182.
Hammer, B. U., Colbert, A. P., Brown, K. A., & Ilioi, E. C. (2011). Neurofeedback for insomnia: A pilot study of Z-Score SMR and individualized protocols. Applied Psychophysiology and Biofeedback, 36, 251-264.
Hammond, D. C. (2007). What is neurofeedback?: Journal of Neurotherapy, 10, 25-36.
Harvey, A. G. (2002). A cognitive model of insomnia. Behaviour Research and Therapy, 40, 869-893.
Hauri, P. J., Percy, L., Hellekson, C., Hartmann, E., & Russ, D. (1982). The treatment of psychophysiologic insomnia with biofeedback:A replication study. Applied Psychophysiology and Biofeedback, 7, 223-235.
Jung, K. H., Lee, J. S., & Lee, J. H. (2008). Power spectral analysis EEG characteristics of major depressive disorder. Korean Journal of Clinical Psychology, 27, 581-593.
Koenis, M. M., Romeijn, N., Piantoni, G., Verweij, I., Van der Werf, Y. D., Van Someren, E. J., & Stam, C. J. (2013). Does sleep restore the topology of functional brain networks. Human Brain Mapping, 34, 487-500.
Kouijzer, M. E., van Schie, H. T., de Moor, J. M., Gerrits, B. J., & Buitelaar, J. K. (2010). Neurofeedback treatment in autism. Preliminary findings in behavioral, cognitive, and neurophysiological functioning. Research in Autism Spectrum Disorders, 4, 386-399.
Krystal, A. D., Edinger, J. D., Wohlgemuth, W. K., & Marsh, G. R. (2002). NREM sleep EEG frequency spectral correlates of sleep complaints in primary insomnia subtypes. Sleep, 25, 630-640.
Lamarche, C. H., & Ogilvie, R. D. (1997). Electrophysiological changes during the sleep onset period of psychophysiological insomniacs, psychiatric insomniacs, and normal sleepers. Sleep:Journal of Sleep Research & Sleep Medicine.
Lamarche, C. H., & Ogilvie, R. D. (1997). Electrophysiological changes during the sleep onset period of psychophysiological insomniacs. Psychiatric insomniacs, and normal sleepers. Sleep, 20, 726-733.
Lansbergen, M. M., van Dongen-Boomsma, M., Buitelaar, J. K., & Slaats-Willemse, D. (2011). ADHD and EEG-neurofeedback: A double-blind randomized placebo-controlled feasibility study. Journal of Neural Transmission, 118, 275-284.
LaVaque, T. J. (2003). Neurofeedback, neurotherapy, and quantitative EEG. Handbook of Mind-Body Medicine for Primary Care, Handbook of Mind-Body Medicine for Primary Care (pp. 123-136). NewYork: SAGE
Liu, X., Uchiyama, M., Kim, K., Okawa, M., Shibui, K., Kudo, Y., ... Ogihara, R. (2000). Sleep loss and daytime sleepiness in the general adult population of Japan. Psychiatry Research, 93, 1-11.
Lorenzo, I., Ramos, J., Arce, C., Guevara, M. A., & Corsi-Cabrera, M. (1995). Effect of total sleep deprivation on reaction time and waking EEG activity in man. Sleep-New York, 18, 346-354.
Lushington, K., Dawson, D., & Lack, L. (2000). Core body temperature is elevated during constant wakefulness in elderly poor sleepers. Sleep, 23, 504-510.
Maes, J., Verbraecken, J., Willemen, M., De Volder, I., Van Gastel, A., Michiels, N., & Willemen, T. (2014). Sleep misperception, EEG characteristics and autonomic nervous system activity in primary insomnia: A retrospective study on polysomnographic data. International Journal of Psychophysiology, 91, 163-171.
Merica, H., Blois, R., & Gaillard, J. M. (1998). Spectral characteristics of sleep EEG in chronic insomnia. European Journal of Neuroscience, 10, 1826-1834.
Merica, H., & Gaillard, J. M. (1992). The EEG of the sleep onset period in insomnia: A discriminant analysis. Physiology & Behavior, 52, 199-204.
Morin, C. M., Culbert, J. P., & Schwartz, S. M. (1994). Nonpharmacological interventions for insomnia: A meta-analysis of treatment efficacy. American Journal of Psychiatry, 151, 1172-1180.
Nicassio, P. M., Mendlowitz, D. R., Fussell, J. J., & Petras, L. (1985). The phenomenology of the pre-sleep state: The development of the pre-sleep arousal scale. Behaviour Research and Therapy, 23, 263-271.
Niv, S. (2013). Clinical efficacy and potential mechanisms of neurofeedback. Personality and Individual Differences, 54, 676-686.
Nofzinger, E. A., Schirm, J. J., Rippole, D. F., Reynolds, C. B., & Tucker, R. E. (2015). U.S. Patent No. 9,211,212. Washington, DC:U.S. Patent and Trademark Office.
Perlis, M. L., Giles, D. E., Mendelson, W. B., Bootzin, R. R., & Wyatt, J. K. (1997). Psychophysiological insomnia: The behavioural model and a neuro cognitive perspective. Journal of Sleep Research, 6, 179-188.
Perlis, M. L., Kehr, E. L., Smith, M. T., Andrews, P. J., Orff, H., & Giles, D. E. (2001a). Temporal and stage wise distribution of high frequency EEG activity inpatients with primary and secondary insomnia and in good sleeper controls. Journal of Sleep Research, 10, 93-104.
Perlis, M. L., Merica, H., Smith, M. T., & Giles, D. E. (2001b). Beta EEG activity and insomnia. Sleep Medicine Reviews, 5, 365-376.
Perlis, M. L., Smith, M. T., & Pigeon, W. R. (2005). Etiology and pathophysiology of insomnia. Principles and Practice of Sleep Medicine, 4, 714-725.
Rangaswamy, M., Porjesz, B., Chorlian, D. B., Wang, K., Jones, K. A., Bauer, L. O., & Begleiter, H. (2002). Beta power in the EEG of alcoholics. Biological Psychiatry, 52, 831-842.
Riemann, D., Spiegelhalder, K., Feige, B., Voderholzer, U., Berger, M., Perlis, M., & Nissen, C. (2010). The hyperarousal model of insomnia: A review of the concept and its evidence. Sleep Medicine Reviews, 14, 19-31.
Schabus, M., Griessenberger, H., Heib, D., Lechinger, J., & Hoedlmoser, K. (2013). Non-pharmacological treatment of primary insomnia using sensorimotor-rhythm neurofeedback. Sleep Medicine, 14, e260-e261.
Schabus, M., Heib, D. P., Lechinger, J., Griessenberger, H., Klimesch, W., Pawlizki, A., & Hoedlmoser, K. (2014). Enhancing sleep quality and memory in insomnia using instrumental sensorimotor rhythm conditioning. Biological Psychology, 95, 126-134.
Schenk, S., Lamm, K., Gundel, H., & Ladwig, K. H. (2005). Neurofeedbackgestdel, H., & Ladwig, K. H. memory in insomnia using instrumental sensorimotor rhythm conditchronisch-dekompensierten Tinnitus. HNO. Hals-, Nasen-, Ohren Tinn, N53, 29-37.
Scott, W. C., Kaiser, D., Othmer, S., & Sideroff, S. I. (2005). Effects of an EEG biofeedback protocol on a mixed substance abusing population. The American Journal of Drug and Alcohol Abuse, 31, 455-469.
Shekleton, J. A., Rogers, N. L., & Rajaratnam, S. M. (2010). Searching for the daytime impairments of primary insomnia. Sleep Medicine Reviews, 14, 47-60.
Spiegelhalder, K., Regen, W., Feige, B., Holz, J., Piosczyk, H., Baglioni, C., ... Nissen, C. (2012). Increased EEG sigma and beta power during NREM sleep in primary insomnia. Biological Psychology, 91, 329-333.
Staner, L., Cornette, F., Maurice, D., Viardot, G., Bon, O. L., Haba, J., ... Macher, J. P. (2003). Sleep microstructure around sleep onset differentiates major depressive insomnia from primary insomnia. Journal of Sleep Research, 12, 319-330.
Stepanski, E., Glinn, M., Zorick, F., Roehrs, T., & Roth, T. (1994). Heart rate changes in chronic insomnia. Stress and Health, 10, 261-266.
Sterman, M. B., & Clemente, C. D. (1962). Forebrain inhibitory mechanisms: Sleep patterns induced by basal forebrain stimulation in the behaving cat. Experimental Neurology, 6, 103-117.
Sterman, M. B., Howe, R. C., & Macdonald, L. R. (1970). Facilitation of spindle-burst sleep by conditioning of electroencephalographic activity while awake. Science, 167, 1146-1148.
Sterman, M. B., LoPresti, R. W., &Fairchild, M. D. (2010). Electroencephalographic and behavioral studies of monomethyl hydrazine toxicity in the cat. Journal of Neurotherapy, 14, 293-300.
Sterman, M. B., MacDonald, L. R., & Stone, R. K. (1974). Biofeedback training of the sensorimotor electroencephalogram rhythm in man: Effects on epilepsy. Epilepsia, 15, 395-416.
Strijkstra, A. M., Beersma, D. G., Drayer, B., Halbesma, N., & Daan, S. (2003). Subjective sleepiness correlates negatively with global alpha (4-8 Hz) frequencies in the human resting awake electroencephalogram.
Sung, H. M., Kim, J. B., Park, Y. N., Bai, D. S., Lee, S. H., & Ahn, H. N. (2008). A study on the reliability and the validity of Korean version of the Beck Depression Inventory-II(BDI-II). Journal of the Korean Society of Biological Therapies in Psychiatry, 14, 201-212.
Tan, G., Thornby, J., Hammond, D. C., Strehl, U., Canady, B., Arnemann, K., & Kaiser, D. A. (2009). Meta-analysis of EEG biofeedback in treating epilepsy. Clinical EEG and Neuroscience, l40, 173-179.
Varkevisser, M., Van Dongen, H., & Kerkhof, G. A. (2005). Physiologic indexes in chronic insomnia during a constant routine:Evidence for general hyperarousal? Sleep, 28, 1588-1596.
Voderholzer, U., Al‐Shajlawi, A., Weske, G., Feige, B., & Riemann, D. (2003). Are there gender differences in objective and subjective sleep measures? A study of insomniacs and healthy controls. Depression and Anxiety, 17, 162-172.
Wigton, N. L. (2013). Clinical perspectives of 19-channel z-score neurofeedback: Benefits and limitations. Journal of Neurotherapy, 17, 259-264.
Winkler, A., Auer, C., Doering, B. K., & Rief, W. (2014). Drug treatment of primary insomnia: A meta-analysis of polysomnographic randomized controlled trials. CNS Drugs, 28, 799-816.
Wo816.nalysis of polysomnographic rand (2011). Waking EEG in primary insomnia. Acta Neurobiologiae Experimentalis, 71, 387-392.
Youn, T., & Kwon, J. S. (1995). Clinical Applications of Quantitative EEG. Sleep Medicine and Psychophysiology, 2, 31-43.
Yucha, C., & Montgomery, D. (2008). Evidence-based practice in biofeedback and neurofeedback. Wheat Ridge, CO: Association for Applied Psychophysiology and Biofeedback.