Sleep-Wake Survival Dynamics in People with Insomnia

References

• Roth T. Insomnia: definition, prevalence, etiology, and consequences. J Clin Sleep Med. 2007;3(5SUPPL):3–6. doi:10.1378/chest.14-0970
   Web of Science ®Google Scholar
• Bonnet MH, Burton GG, Arand DL. Physiological and medical findings in insomnia: implications for diagnosis and care. Sleep Med Rev. 2014;18(2):111–122. doi:10.1016/j.smrv.2013.02.003
   PubMed Web of Science ®Google Scholar
• Harvey AG, Tang N. (Mis)perception of sleep in insomnia: a puzzle and a resolution. Psychol Bull. 2013;138(1):77–101. doi:10.1037/a0025730
   Web of Science ®Google Scholar
• Feige B, Baglioni C, Spiegelhalder K, Hirscher V, Nissen C, Riemann D. The microstructure of sleep in primary insomnia: an overview and extension. Int J Psychophysiol. 2013;89(2):171–180. doi:10.1016/j.ijpsycho.2013.04.002
   PubMed Web of Science ®Google Scholar
• Riemann D, Spiegelhalder K, Nissen C, Hirscher V, Baglioni C, Feige B. REM sleep instability - a new pathway for insomnia? Pharmacopsychiatry. 2012;45(5). doi:10.1055/s-0031-1299721
   Web of Science ®Google Scholar
• Bonnet MH, Arand DL. Clinical effects of sleep fragmentation versus sleep deprivation. Sleep Med Rev. 2003;7(4):297–310. doi:10.1053/smrv.2001.0245
   PubMed Web of Science ®Google Scholar
• Stepanski E, Lamphere J, Badia P, Zorick F, Roth T. Sleep fragmentation and daytime sleepiness. Sleep. 1984;7(1):18–26. doi:10.1093/sleep/7.1.18
   PubMed Web of Science ®Google Scholar
• Wei Y, Colombo MA, Ramautar JR, et al. Sleep stage transition dynamics reveal specific stage 2 vulnerability in insomnia. Sleep. 2017;40:9. doi:10.1093/sleep/zsx117
   Web of Science ®Google Scholar
• Baglioni C, Regen W, Teghen A, et al. Sleep changes in the disorder of insomnia: a meta-analysis of polysomnographic studies. Sleep Med Rev. 2013;18(3):195–213. doi:10.1016/j.smrv.2013.04.001
   Web of Science ®Google Scholar
• Rosipal R, Lewandowski A, Dorffner G. In search of objective components for sleep quality indexing in normal sleep. Biol Psychol. 2013;94(1):210–220. doi:10.1016/j.biopsycho.2013.05.014
   PubMed Web of Science ®Google Scholar
• Kaplan KA, Hardas PP, Redline S, et al. Correlates of sleep quality in midlife and beyond: a machine learning analysis. Sleep Med. 2018;34:162–167. doi:10.1016/j.sleep.2017.03.004.Correlates
   Web of Science ®Google Scholar
• Goelema MS, Regis M, Haakma R, Van Den Heuvel ER, Markopoulos P, Overeem S. Determinants of perceived sleep quality in normal sleepers. Behav Sleep Med. 2017;17(4):1–10. doi:10.1080/15402002.2017.1376205
   Web of Science ®Google Scholar
• Sewitch DE. NREM sleep continuity and the sense of having slept in normal sleepers. Sleep. 1984;7(2):147–154. doi:10.1093/sleep/7.2.147
   Web of Science ®Google Scholar
• Bonnet MH, Moore SE. The threshold of sleep: perception of sleep as a function of time asleep and auditory threshold. Sleep. 1982;5(3):267–276. doi:10.1093/sleep/5.3.267
   Web of Science ®Google Scholar
• Hermans LWA, Regis M, Fonseca P, et al. Assessing sleep-wake survival dynamics in relation to sleep quality in a pharmacological intervention study. Psychopharmacol. 2021;238:83–94. doi:10.1007/s00213-020-05660-3
   Web of Science ®Google Scholar
• Bianchi MT, Eiseman NA, Cash SS, Mietus J, Peng C-K, Thomas RJ. Probabilistic sleep architecture models in patients with and without sleep apnea. J Sleep Res. 2012;21:3. doi:10.1111/j.1365-2869.2011.00937.x
   Web of Science ®Google Scholar
• Norman R, Scott M, Ayappa I, Walsleben J, Rapoport D. Sleep continuity measured by survival curve analysis. Sleep. 2006;29(12):1625–1631. doi:10.1093/sleep/29.12.1625
   Web of Science ®Google Scholar
• Chu-shore J, Westover MB, Bianchi MT, Costa M. Power law versus exponential state transition dynamics: application to sleep-wake architecture. PLoS One. 2010;5(12):e14204. doi:10.1371/journal.pone.0014204
   Web of Science ®Google Scholar
• Roth T, Pitman V, Roehrs TA. Characteristics of disturbed sleep in patients with fibromyalgia compared with insomnia or with healthy volunteers. Sleep Med. 2015;14(1):109–115. doi:10.1016/j.sleep.2012.09.020
   Web of Science ®Google Scholar
• Klerman EB, Wang W, Duffy JF, Dijk DJ, Czeisler CA, Kronauer RE. Survival analysis indicates that age-related decline in sleep continuity occurs exclusively during NREM sleep. Neurobiol Aging. 2013;34(1):309–318. doi:10.1016/j.neurobiolaging.2012.05.018
   Web of Science ®Google Scholar
• Vyazovskiy VV, Delogu A. NREM and REM sleep: complementary roles in recovery after wakefulness. Neuroscientist. 2014;20(3):203–219. doi:10.1177/1073858413518152
   PubMed Web of Science ®Google Scholar
• Hermans LWA, Regis M, Fonseca P, et al. Within-subject variations of sleep (mis)perception in a placebo-controlled medication study. Accepted for publication. In: 25th Congres of the European Sleep Research Society; 2020.
   Google Scholar
• Medicine AA of S. The International Classification of Sleep Disorders. 2001.
   Google Scholar
• Buysse DJ, Reynolds CF 3rd, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh sleep quality index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989;28(2):193–213. doi:10.1016/0165-1781(89)90047-4
   PubMed Web of Science ®Google Scholar
• Morin CM, Belleville G, Bélanger L, Ivers H. The insomnia severity index: psychometric indicators to detect insomnia cases and evaluate treatment response. Sleep. 2011;34(5):601–608. doi:10.1111/j.1365-2648.2010.05394.x
   PubMed Web of Science ®Google Scholar
• Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67(6):361–370. doi:10.1111/j.1600-0447.1983.tb09716.x
   PubMed Web of Science ®Google Scholar
• Iber C, Ancoli-Israel S, Chesson A, Quan S. The AASM manual for the scoring of sleep and associated events: rules, terminology and technical specifications. In: American academy of sleep medicine, ed. AASM Manual Scoring Sleep. 2007;1–59. doi:10.1002/ejoc.201200111
   Google Scholar
• Hermans L, van Gilst M, Regis M, et al. Modelling sleep onset misperception in insomnia. Sleep. 2020;43(8). doi:10.1093/sleep/zsaa014
   Web of Science ®Google Scholar
• R Development Core Team. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing; 2017. ISBN 3-900051-07-0. Available from: http://www.R-project.org. Accessed February 20, 2021.
   Google Scholar
• Tibshirani R. Regression shrinkage and selection via the lasso. J R Stat Soc Ser B. 1996;58(1):267–288. doi:10.1111/j.2517-6161.1996.tb02080.x
   Google Scholar
• Liu H, Xu X, Li J. DCI: high dimensional confidence interval based on lasso and bootstrap. 2017. Available from: https://cran.r-project.org/package=HDCI. Accessed February 20, 2021.
   Google Scholar
• Fulcher BD, Phillips AJK, Robinson PA. Modeling the impact of impulsive stimuli on sleep-wake dynamics. Phys Rev E. 2008;78(5):519–520. doi:10.1103/PhysRevE.78.051920
   Web of Science ®Google Scholar
• Dijk D, Duffy JF, Czeisler CA. Age-related increase in awakenings: impaired consolidation of nonREM sleep at all circadian phases. Sleep. 2002;24(5):17–20. doi:10.1093/sleep/24.5.565
   Web of Science ®Google Scholar
• Tabachnick BG, Fidell L. Using Multivariate Statistics. 6th ed. Boston, MA: Pearson; 2013.
   Google Scholar
• Bizzotto R, Zamuner S. Analysis of variability in length of sleep state bouts reveals memory-free sleep subcomponents consistent among primary insomnia patients. J Neurophysiol. 2018;119(5):1836–1851. doi:10.1152/jn.00649.2017
   Web of Science ®Google Scholar
• Mallampalli MP, Carter CL. Exploring sex and gender differences in sleep health: a society for women ’ s health research report. J Womens Health. 2014;23(7):553–562. doi:10.1089/jwh.2014.4816
   PubMed Web of Science ®Google Scholar
• Mong JA, Cusmano DM, Mong JA. Sex differences in sleep: impact of biological sex and sex steroids. Philos Trans R Soc Lond B Biol. 2016;371:1688.
   Web of Science ®Google Scholar
• Goel N, Kim H, Lao RP. Gender differences in polysomnographic sleep in young healthy sleepers. Chronobiol Int. 2009;22(5):905–915. doi:10.1080/07420520500263235
   Web of Science ®Google Scholar
• Redline S, Kirchner HL, Quan SF, Gottlieb DJ, Kapur V, Newman A. The effects of age, sex, ethnicity, and sleep-disordered breathing on sleep architecture. Arch Intern Med. 2004;164(4):406–418. doi:10.1001/archinte.164.4.406
   PubMedGoogle Scholar
• Ohayon MM, Carskadon MA, Guilleminault C, Vitiello MV. Meta-analysis of quantitative sleep parameters from childhood to old age in healthy individuals: developing normative sleep values across the human lifespan. Sleep. 2004;27(7):1255–1273. doi:10.1093/sleep/27.7.1255
   PubMed Web of Science ®Google Scholar
• van de Laar M, Leufkens T, Bakker B, Pevernagie D, Overeem S. Phenotypes of sleeplessness: stressing the need for psychodiagnostics in the assessment of insomnia. Psychol Health Med. 2017;22(8):902–910. doi:10.1080/13548506.2017.1286360
   PubMed Web of Science ®Google Scholar
• Vgontzas AN, Fernandez-Mendoza J, Liao D, Bixler EO. Insomnia with objective short sleep duration: The most biologically severe phenotype of the disorder. Sleep Med Rev. 2013;17(4):241–254. doi:10.1016/j.smrv.2012.09.005. 
   PubMed Web of Science ®Google Scholar
• Hirscher V, Unbehaun T, Feige B, Nissen C, Riemann D, Spiegelhalder K. Patients with primary insomnia in the sleep laboratory: do they present with typical nights of sleep? J Sleep Res. 2015;24(4):383–389. doi:10.1111/jsr.12280
   PubMed Web of Science ®Google Scholar
• Feige B, Al-Shajlawi A, Nissen C, et al. Does REM sleep contribute to subjective wake time in primary insomnia? A comparison of polysomnographic and subjective sleep in 100 patients. J Sleep Res. 2008;17(2):180–190. doi:10.1111/j.1365-2869.2008.00651.x
   PubMed Web of Science ®Google Scholar