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McDevitt EA, Sattari N, Duggan KA, Cellini N, Whitehurst LN, Perera C, Reihanabad N, Granados S, Hernandez L, Mednick SC. The impact of frequent napping and nap practice on sleep-dependent memory in humans. Sci Rep 2018; 8:15053. [PMID: 30305652 PMCID: PMC6180010 DOI: 10.1038/s41598-018-33209-0] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 09/12/2018] [Indexed: 01/02/2023] Open
Abstract
Napping benefits long-term memory formation and is a tool many individuals use to improve daytime functioning. Despite its potential advantages, approximately 47% of people in the United States eschew napping. The goal of this study was to determine whether people who endorse napping at least once a week (nap+) show differences in nap outcomes, including nap-dependent memory consolidation, compared with people who rarely or never nap (nap-). Additionally, we tested whether four weeks of nap practice or restriction would change sleep and performance profiles. Using a perceptual learning task, we found that napping enhanced performance to a greater degree in nap+ compared with nap- individuals (at baseline). Additionally, performance change was associated with different electrophysiological sleep features in each group. In the nap+ group, spindle density was positively correlated with performance improvement, an effect specific to spindles in the hemisphere contralateral to the trained visual field. In the nap- group, slow oscillatory power (0.5-1 Hz) was correlated with performance. Surprisingly, no changes to performance or brain activity during sleep emerged after four weeks of nap practice or restriction. These results suggest that individual differences may impact the potential benefits of napping on performance and the ability to become a better napper.
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Affiliation(s)
- Elizabeth A McDevitt
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA
- Princeton Neuroscience Institute, Princeton University Princeton, NJ, 08544, USA
| | - Negin Sattari
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA
- Department of Cognitive Sciences, University of California, Irvine Irvine, CA, 92697, USA
| | - Katherine A Duggan
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA
- Department of Psychiatry, University of Pittsburgh School of Medicine Pittsburgh, PA, 15261, USA
| | - Nicola Cellini
- Department of General Psychology, University of Padova Via Venezia 8, Padova, CA, 315131, Italy
| | - Lauren N Whitehurst
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA
| | - Chalani Perera
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA
| | - Nicholas Reihanabad
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA
| | - Samantha Granados
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA
| | - Lexus Hernandez
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA
- Department of Cognitive Sciences, University of California, Irvine Irvine, CA, 92697, USA
| | - Sara C Mednick
- Department of Psychology, University of California, Riverside, Riverside, CA, 92521, USA.
- Department of Cognitive Sciences, University of California, Irvine Irvine, CA, 92697, USA.
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202
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Cheng YL, Tzeng IS, Yang MC. Increased prevalence of obstructive sleep apnea in patients with pectus excavatum: A pilot study. Tzu Chi Med J 2018; 30:233-237. [PMID: 30305787 PMCID: PMC6172901 DOI: 10.4103/tcmj.tcmj_115_17] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 12/12/2017] [Accepted: 01/08/2018] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE Laryngomalacia is the most common congenital laryngeal anomaly and is associated with pectus excavatum (PE). Patients with laryngomalacia and patients with obstructive sleep apnea (OSA) both experience upper airway obstruction, and patients with laryngomalacia had been found to have a higher prevalence of PE. However, no studies have established the prevalence of OSA in patients with PE. We conducted this pilot study to evaluate the prevalence of OSA in patients with PE. MATERIALS AND METHODS A total of 42 patients ≥20 years old with PE who were admitted for Nuss surgery to correct PE in Taipei Tzu Chi Hospital between October 2015 and September 2016 were invited to participate in the study; 31 of the 42 patients agreed. All 31 patients completed an Epworth sleepiness scale questionnaire to evaluate excessive daytime sleepiness (EDS) and underwent overnight polysomnography to evaluate OSA before Nuss surgery. RESULTS The prevalence of snoring in the study participants was 100%. Ten of 31 patients (32.3%) reported EDS. The overall prevalence of OSA with an apnea/hypopnea index ≥5/h was 25.8%, and all patients with OSA were men. CONCLUSIONS The prevalence of OSA in patients with PE seemed to be higher than that previously reported in the general population, implying that OSA might be a potential etiology or, at least, an aggravating factor for the development or progression of PE or might be responsible for the postoperative recurrence of PE in some patients. Further studies are needed to clarify this relationship.
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Affiliation(s)
- Yeung-Leung Cheng
- Division of Thoracic Surgery, Department of Surgery, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - I-Shiang Tzeng
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei, Taiwan
| | - Mei-Chen Yang
- School of Medicine, Tzu Chi University, Hualien, Taiwan
- Division of Pulmonary Medicine, Department of Internal Medicine, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei, Taiwan
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203
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McCall CA, Winkelman JW. Respiratory-Related Leg Movements of Sleep Are Associated With Serotonergic Antidepressants But Not Bupropion. J Clin Sleep Med 2018; 14:1569-1576. [PMID: 30176966 PMCID: PMC6134249 DOI: 10.5664/jcsm.7338] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 05/15/2018] [Accepted: 06/01/2018] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES Respiratory-related leg movements (RRLMs) may contribute to the cardiovascular risk associated with obstructive sleep apnea (OSA). Selective serotonin reuptake inhibitors (SSRIs), but not bupropion, increase periodic leg movements in sleep. This study examines whether patients with OSA using SSRIs have more RRLMs than those taking bupropion or no antidepressant. METHODS Patients with an apnea-hypopnea index (AHI) of at least 10 events/h during a full-night diagnostic study or split-night study, who were taking bupropion (n = 32), an SSRI (n = 31), or no antidepressant (n = 31), were selected from a database of prestudy questionnaires. RRLMs were scored according to World Association of Sleep Medicine 2016 standards. RESULTS Patients using SSRIs had significantly greater overall RRLM% (defined as the percentage of respiratory events associated with a leg movement, including apneas, hypopneas, and respiratory effort-related arousals), RRLM index, and periodic limb movement index relative to patients using bupropion and control patients. The difference between the RRLM% in the SSRI and bupropion groups was limited to patients undergoing split-night studies, and that of the SSRI and control groups was limited to patients undergoing full-night diagnostic studies. CONCLUSIONS The greater number of RRLMs and PLMs in the SSRI group may contribute to treatment-emergent insomnia often seen with SSRI use. Fragmented sleep and elevated autonomic nervous system activation associated with increased RRLMs in patients with OSA taking SSRIs might also limit the tolerability of antidepressant treatment, as well as increase the risk for cardiovascular disease.
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Affiliation(s)
| | - John W. Winkelman
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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204
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Topîrceanu A, Udrescu M, Udrescu L, Ardelean C, Dan R, Reisz D, Mihaicuta S. SAS score: Targeting high-specificity for efficient population-wide monitoring of obstructive sleep apnea. PLoS One 2018; 13:e0202042. [PMID: 30183715 PMCID: PMC6124708 DOI: 10.1371/journal.pone.0202042] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 07/26/2018] [Indexed: 11/20/2022] Open
Abstract
Proposal This paper investigates a novel screening tool for Obstructive Sleep Apnea Syndrome (OSAS), which aims at efficient population-wide monitoring. To this end, we introduce SASscore which provides better OSAS prediction specificity while maintaining a high sensitivity. Methods We process a cohort of 2595 patients from 4 sleep laboratories in Western Romania, by recording over 100 sleep, breathing, and anthropometric measurements per patient; using this data, we compare our SASscore with state of the art scores STOP-Bang and NoSAS through area under curve (AUC), sensitivity, specificity, negative predictive value (NPV), and positive predictive value (PPV). We also evaluate the performance of SASscore by considering different Apnea–Hypopnea Index (AHI) diagnosis cut-off points and show that custom refinements are possible by changing the score’s threshold. Results SASscore takes decimal values within the interval (2, 7) and varies linearly with AHI; it is based on standardized measures for BMI, neck circumference, systolic blood pressure and Epworth score. By applying the STOP-Bang and NoSAS questionnaires, as well as the SASscore on the patient cohort, we respectively obtain the AUC values of 0.69 (95% CI 0.66-0.73, p < 0.001), 0.66 (95% CI 0.63-0.68, p < 0.001), and 0.73 (95% CI 0.71-0.75, p < 0.001), with sensitivities values of 0.968, 0.901, 0.829, and specificity values of 0.149, 0.294, 0.359, respectively. Additionally, we cross-validate our score with a second independent cohort of 231 patients confirming the high specificity and good sensitivity of our score. When raising SASscore’s diagnosis cut-off point from 3 to 3.7, both sensitivity and specificity become roughly 0.6. Conclusions In comparison with the existing scores, SASscore is a more appropriate screening tool for monitoring large populations, due to its improved specificity. Our score can be tailored to increase either sensitivity or specificity, while balancing the AUC value.
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Affiliation(s)
- Alexandru Topîrceanu
- Department of Computer and Information Technology, Politehnica University of Timişoara, Timişoara, Romania
| | - Mihai Udrescu
- Department of Computer and Information Technology, Politehnica University of Timişoara, Timişoara, Romania
- Timişoara Institute of Complex Systems, Timişoara, Romania
- * E-mail:
| | - Lucreţia Udrescu
- Faculty of Pharmacy, “Victor Babeş” University of Medicine and Pharmacy Timişoara, Timişoara, Romania
| | - Carmen Ardelean
- Department of Pulmonology, “Victor Babeş” University of Medicine and Pharmacy Timişoara, Timişoara, Romania
| | - Rodica Dan
- Department of Cardiology, “Victor Babeş” University of Medicine and Pharmacy Timişoara, Timişoara, Romania
| | - Daniela Reisz
- Department of Neurology, “Victor Babeş” University of Medicine and Pharmacy Timişoara, Timişoara, Romania
| | - Stefan Mihaicuta
- Department of Pulmonology, “Victor Babeş” University of Medicine and Pharmacy Timişoara, Timişoara, Romania
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205
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Alotaibi W, Eltahir S, Rayis M, Al-Mobaireek K, Alsarheed A, Mukhtar G, Jumayev J, Al-Saleh S. Pediatric sickle cell disease and obstructive sleep apnea: A cross-sectional study in a tertiary pediatric center in Saudi Arabia. J Family Community Med 2018; 25:183-187. [PMID: 30220848 PMCID: PMC6130169 DOI: 10.4103/jfcm.jfcm_153_17] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE The aim of the study was to evaluate snoring and obstructive sleep apnea (OSA) in Saudi children with sickle cell disease (SCD). MATERIALS AND METHODS This cross-sectional study was conducted among children with SCD attending a hematology clinic were recruited. Demographics, clinical data, and sleep questionnaires were collected and overnight polysomnographies performed. RESULTS Seventy children (31 of whom were females) with SCD were included in the study. Their median (interquartile) age was 9 (6.5, 11) years and their body mass index z-score was -1.2 (-2.0, -0.4). Seventy-four percent of SCD patients snored and 32 (46%) had evidence of OSA (obstructive apnea-hypopnea index [OAHI] ≥2 events per hour of sleep), 13 of whom had moderate OSA (OAHI ≥5 and <10 events per hour of sleep) and 10 had severe OSA (OAHI ≥10 events per hour of sleep). CONCLUSION Snoring and the proportion of OSA were high in children with SCD. This underlines the importance of screening for OSA in all children with SCD.
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Affiliation(s)
- Wadha Alotaibi
- Department of Pediatrics, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Safa Eltahir
- Department of Pediatrics, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Mohmmed Rayis
- Department of Hematology Oncology, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Khalid Al-Mobaireek
- Department of Pediatrics, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Ayah Alsarheed
- Department of Pediatrics, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Gawahir Mukhtar
- Department of Pediatrics, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Jumageldi Jumayev
- Sleep disorders Center, King Fahad Medical City, Riyadh, Kingdom of Saudi Arabia
| | - Suhail Al-Saleh
- Division of Respiratory Medicine, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
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206
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Abstract
Loneliness and social isolation markedly increase mortality risk, and are linked to numerous mental and physical comorbidities, including sleep disruption. But does sleep loss causally trigger loneliness? Here, we demonstrate that a lack of sleep leads to a neural and behavioral phenotype of social withdrawal and loneliness; one that can be perceived by other members of society, and reciprocally, makes those societal members lonelier in return. We propose a model in which sleep loss instigates a propagating, self-reinforcing cycle of social separation and withdrawal. Loneliness markedly increases mortality and morbidity, yet the factors triggering loneliness remain largely unknown. This study shows that sleep loss leads to a neurobehavioral phenotype of human social separation and loneliness, one that is transmittable to non-sleep-deprived individuals.
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207
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Roehrs T, Roth T. Insomnia as a path to alcoholism: tolerance development and dose escalation. Sleep 2018; 41:4995573. [PMID: 29762764 PMCID: PMC6093330 DOI: 10.1093/sleep/zsy091] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 03/14/2018] [Indexed: 11/12/2022] Open
Abstract
Study Objectives To assess the risks associated with the use of alcohol as a "sleep aid," we evaluated tolerance development to pre-sleep ethanol's sedative-hypnotic effects, and subsequent ethanol dose escalation. Methods Volunteers, 21-55 years old, with insomnia in otherwise good medical and psychiatric health and no history of alcoholism or drug abuse participated. In experiment 1 (n = 24) 0.0, 0.3, or 0.6 g/kg (n = 8 per dose) ethanol was administered before sleep and 8-hour nocturnal polysomnograms (NPSGs) were collected. In experiment 2, after six nights pretreatment with ethanol 0.45 g/kg (n = 6) versus placebo (n = 6), choice of pre-sleep ethanol or placebo was assessed over seven choice nights. Results The 0.6 g/kg ethanol dose increased total sleep time and stage 3-4 sleep on night 2, but these effects were lost by night 6 (p < .05). Six nights of ethanol pretreatment produced on the choice nights more self-administered ethanol refills than the placebo pretreatment (p < .03). Conclusions These are the first data to explicitly show the risks associated with the use of alcohol as a "sleep aid" among people with insomnia. Initially, a moderate dose of ethanol improved NPSG sleep, which was lost by night 6. Tolerance was associated with enhanced self-administration of pre-sleep ethanol.
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Affiliation(s)
- Timothy Roehrs
- Sleep Disorders and Research Center, Henry Ford Health System, Detroit, MI
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI
| | - Thomas Roth
- Sleep Disorders and Research Center, Henry Ford Health System, Detroit, MI
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI
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208
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Young adults are more vulnerable to chronic sleep deficiency and recurrent circadian disruption than older adults. Sci Rep 2018; 8:11052. [PMID: 30038272 PMCID: PMC6056541 DOI: 10.1038/s41598-018-29358-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 07/10/2018] [Indexed: 12/28/2022] Open
Abstract
More than a third of US adults report fewer than 6 hours of sleep a night, making chronic sleep restriction a growing public health concern. Sleep curtailment is associated with an increase in industrial accidents, motor vehicle accidents, medical and other occupational errors. Young adults are more vulnerable to acute sleep deprivation than older adults, but less is known about how young vs. older adults respond to the more commonly experienced chronic sleep restriction. To test the hypothesis that young adults are more vulnerable to chronic sleep loss than older adults, we compared data from young and older adults who underwent three weeks of chronic sleep restriction (equivalent to 5.6 hours/24 hours) combined with recurrent circadian disruption in an experiment that enabled us to separate the influences of the sleep-wake homeostatic process, the circadian timing system, and the chronic sleep deficit. We found that while young and older adults reported similar levels of subjective sleepiness, objective measures of sleepiness revealed that young adults were more vulnerable and had more attentional failures than the older adults. These results have important public health implications, particularly related to prevention of sleep-related motor vehicle crashes in young drivers. Further research is needed to understand the neurobiological basis of these age-related differences.
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209
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de Zambotti M, Trinder J, Silvani A, Colrain IM, Baker FC. Dynamic coupling between the central and autonomic nervous systems during sleep: A review. Neurosci Biobehav Rev 2018; 90:84-103. [PMID: 29608990 PMCID: PMC5993613 DOI: 10.1016/j.neubiorev.2018.03.027] [Citation(s) in RCA: 117] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 02/16/2018] [Accepted: 03/24/2018] [Indexed: 12/19/2022]
Abstract
Sleep is characterized by coordinated cortical and cardiac oscillations reflecting communication between the central (CNS) and autonomic (ANS) nervous systems. Here, we review fluctuations in ANS activity in association with CNS-defined sleep stages and cycles, and with phasic cortical events during sleep (e.g., arousals, K-complexes). Recent novel analytic methods reveal a dynamic organization of integrated physiological networks during sleep and indicate how multiple factors (e.g., sleep structure, age, sleep disorders) affect "CNS-ANS coupling". However, these data are mostly correlational and there is a lack of clarity of the underlying physiology, making it challenging to interpret causality and direction of coupling. Experimental manipulations (e.g., evoking K-complexes or arousals) provide information on the precise temporal sequence of cortical-cardiac activity, and are useful for investigating physiological pathways underlying CNS-ANS coupling. With the emergence of new analytical approaches and a renewed interest in ANS and CNS communication during sleep, future work may reveal novel insights into sleep and cardiovascular interactions during health and disease, in which coupling could be adversely impacted.
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Affiliation(s)
| | - John Trinder
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria, Australia.
| | - Alessandro Silvani
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Italy.
| | - Ian M Colrain
- Center for Health Sciences, SRI International, Menlo Park, CA, USA; Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria, Australia.
| | - Fiona C Baker
- Center for Health Sciences, SRI International, Menlo Park, CA, USA; Brain Function Research Group, School of Physiology, University of the Witwatersrand, Johannesburg, South Africa.
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210
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Chiba S, Yagi T, Ozone M, Matsumura M, Sekiguchi H, Ganeko M, Uchida S, Nishino S. High rebound mattress toppers facilitate core body temperature drop and enhance deep sleep in the initial phase of nocturnal sleep. PLoS One 2018; 13:e0197521. [PMID: 29949584 PMCID: PMC6021054 DOI: 10.1371/journal.pone.0197521] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2018] [Accepted: 05/03/2018] [Indexed: 11/18/2022] Open
Abstract
Recently, several new materials for mattresses have been introduced. Although some of these, such as low rebound (pressure-absorbing/memory foam) and high rebound mattresses have fairly different characteristics, effects of these mattresses on sleep have never been scientifically evaluated. In the current study, we have evaluated effects of a high rebound mattress topper [HR] on sleep and its associated physiology, and the effects were compared to those of a low rebound mattress toppers (LR) in healthy young (n = 10) and old (n = 20) adult males with a randomized, single-blind, cross over design. We found that sleeping with HR compared to LR induced a larger decline in core body temperature (CBT) in the initial phase of nocturnal sleep both in young (minimum CBT: 36.05 vs 36.35°C) and old (minimum CBT: 36.47 vs. 36.55°C) subjects, and declines in the CBT were associated with increases in deep sleep/delta power (+27.8% in young and +24.7% in old subjects between 11:00-01:00). We also found significantly smaller muscle activities during roll over motions with HR (-53.0 to -66.1%, depending on the muscle) during a separate daytime testing. These results suggest that sleeping with HR in comparison to with LR, may facilitate restorative sleep at the initial phase of sleep.
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Affiliation(s)
- Shintaro Chiba
- Department of Otorhinolaryngology, Jikei University School of Medicine, Tokyo, Japan
- Stanford Sleep and Circadian Neurobiology Laboratory, Stanford University School of Medicine, Palo Alto, California, United States of America
| | - Tomoko Yagi
- Ota Memorial Sleep Center, Ota General Hospital, Kawasaki, Kanagawa, Japan
| | - Motohiro Ozone
- Stanford Sleep and Circadian Neurobiology Laboratory, Stanford University School of Medicine, Palo Alto, California, United States of America
- Department of Psychiatry, Jikei University School of Medicine, Tokyo, Japan
| | - Mari Matsumura
- Stanford Sleep and Circadian Neurobiology Laboratory, Stanford University School of Medicine, Palo Alto, California, United States of America
| | - Hirofumi Sekiguchi
- Faculty of Business and Information Sciences, Jobu University, Isesaki, Gunma, Japan
| | - Masashi Ganeko
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Sunao Uchida
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Seiji Nishino
- Stanford Sleep and Circadian Neurobiology Laboratory, Stanford University School of Medicine, Palo Alto, California, United States of America
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211
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Akhter S, Abeyratne UR, Swarnkar V, Hukins C. Snore Sound Analysis Can Detect the Presence of Obstructive Sleep Apnea Specific to NREM or REM Sleep. J Clin Sleep Med 2018; 14:991-1003. [PMID: 29852905 PMCID: PMC5991962 DOI: 10.5664/jcsm.7168] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 01/31/2018] [Accepted: 03/02/2018] [Indexed: 02/02/2023]
Abstract
STUDY OBJECTIVES Severities of obstructive sleep apnea (OSA) estimated both for the overall sleep duration and for the time spent in rapid eye movement (REM) and non-rapid eye movement (NREM) sleep are important in managing the disease. The objective of this study is to investigate a method by which snore sounds can be analyzed to detect the presence of OSA in NREM and REM sleep. METHODS Using bedside microphones, snoring and breathing-related sounds were acquired from 91 patients with OSA (35 females and 56 males) undergoing routine diagnostic polysomnography studies. A previously developed automated mathematical algorithm was applied to label each snore sound as belonging to either NREM or REM sleep. The snore sounds were then used to compute a set of mathematical features characteristic to OSA and to train a logistic regression model (LRM) to classify patients into an OSA or non-OSA category in each sleep state. The performance of the LRM was estimated using a leave-one-patient-out cross-validation technique within the entire dataset. We used the polysomnography-based diagnosis as our reference method. RESULTS The models achieved 80% to 86% accuracy for detecting OSA in NREM sleep and 82% to 85% in REM sleep. When separate models were developed for females and males, the accuracy for detecting OSA in NREM sleep was 91% in females and 88% to 89% in males. Accuracy for detecting OSA in REM sleep was 88% to 91% in females and 89% to 91% in males. CONCLUSIONS Snore sounds carry sufficient information to detect the presence of OSA during NREM and REM sleep. Because the methods used include technology that is fully automated and sensors that do not have a physical connection to the patient, it has potential for OSA screening in the home environment. The accuracy of the method can be improved by developing sex-specific models.
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Affiliation(s)
- Shahin Akhter
- School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia
| | - Udantha R. Abeyratne
- School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia
| | - Vinayak Swarnkar
- School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Brisbane, Australia
| | - Craig Hukins
- Sleep Disorders Centre, Department of Respiratory and Sleep Medicine, Princess Alexandra Hospital, Woolloongabba, Australia
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212
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Alger SE, Chen S, Payne JD. Do different salience cues compete for dominance in memory over a daytime nap? Neurobiol Learn Mem 2018; 160:48-57. [PMID: 29906574 DOI: 10.1016/j.nlm.2018.06.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 06/07/2018] [Accepted: 06/11/2018] [Indexed: 01/16/2023]
Abstract
Information that is the most salient and important for future use is preferentially preserved through active processing during sleep. Emotional salience is a biologically adaptive cue that influences episodic memory processing through interactions between amygdalar and hippocampal activity. However, other cues that influence the importance of information, such as the explicit direction to remember or forget, interact with the inherent salience of information to determine its fate in memory. It is unknown how sleep-based processes selectively consolidate this complex information. The current study examined the development of memory for emotional and neutral information that was either cued to-be-remembered (TBR) or to-be-forgotten (TBF) across a daytime period including either napping or wakefulness. Baseline memory revealed dominance of the TBR cue, regardless of emotional salience. As anticipated, napping was found to preserve memory overall significantly better than remaining awake. Furthermore, we observed a trending interaction indicating that napping specifically enhanced the discrimination between the most salient information (negative TBR items) over other information. We found that memory for negative items was positively associated with the percentage of SWS obtained during a nap. Furthermore, the magnitude of the difference in memory between negative TBR items and negative TBF items increased with greater sleep spindle activity. Taken together, our results suggest that although the cue to actively remember or intentionally forget initially wins out, active processes during sleep facilitate the competition between salience cues to promote the most salient information in memory.
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Affiliation(s)
- Sara E Alger
- University of Notre Dame, Department of Psychology, 118 Haggar Hall, Notre Dame, IN 46556, USA.
| | - Shirley Chen
- University of Notre Dame, Department of Psychology, 118 Haggar Hall, Notre Dame, IN 46556, USA
| | - Jessica D Payne
- University of Notre Dame, Department of Psychology, 118 Haggar Hall, Notre Dame, IN 46556, USA
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213
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Lin CY, Tsai PJ, Lin KY, Chen CY, Chung LH, Wu JL, Guo YL. Will daytime occupational noise exposures induce nighttime sleep disturbance? Sleep Med 2018; 50:87-96. [PMID: 30016756 DOI: 10.1016/j.sleep.2018.05.025] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2018] [Revised: 05/19/2018] [Accepted: 05/22/2018] [Indexed: 11/26/2022]
Abstract
BACKGROUND Nighttime environmental noise affects sleep quality. However, the effects of daytime occupational noise remain unclear. METHODS A quasi-experiment of 48 participants who had been employed for at least six months in two hospital cafeterias. The participants were randomly designated to be assessed on high- and low-noise workdays for 8 h or low- and high-noise workdays, separated by a washout period of 14 days. Subsequently, pure tone audiometry, autonomic nervous system (ANS) function tests, serum cortisol tests, and polysomnography were conducted. RESULTS For the 40 participants in the study, the 8-h time-weighted average of personal noise exposed on high- and low-noise workdays was 76.8 dBA (standard deviation, SD: 6.2) and 61.0 dBA (SD: 7.1), respectively. Participants with higher personal noise exposure during the day were found to have a lower percentage of slow wave sleep (percent change of mean value: -1.287%; 95% CI: -2.602%, -0.037%) and lower sleep efficiency (-0.267%; 95% CI: -0.525%, -0.008%). In addition, after work, personal noise exposure was revealed to be related to increased serum cortisol levels (1.698%; 95% CI: 0.887%, 2.528%), and sympathetic activity as measured by low frequency/high frequency (3.000%; 95% CI: 1.294%, 4.706%) and blood pressures by cold pressor test (systolic: 5.163%; 95% CI: 2.780%, 7.537%) (diastolic: 3.109%; 95% CI: 1.604%, 4.614%). CONCLUSIONS Daytime occupational noise exposure had sustained effects on nighttime sleep quality, specifically on slow wave sleep and sleep efficiency. These disturbances could be partially explained by post-shift elevated cortisol and ANS activity. The psychosocial and metabolic consequences of poorer sleep quality induced by occupational noise exposure warrant further investigation.
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Affiliation(s)
- Cheng-Yu Lin
- Department of Otolaryngology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng-Li Road, North District, Tainan City, 704, Taiwan; Department of Environmental and Occupational Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng-Li Road, North District, Tainan City, 704, Taiwan; Department of Otolaryngology, Tainan Hospital, Ministry of Health and Welfare, No.125, Zhong-Shan Road, West Central District, Tainan City, 700, Taiwan
| | - Perng-Jy Tsai
- Department of Environmental and Occupational Health, College of Medicine, National Cheng Kung University, No.138, Sheng-Li Road, North District, Tainan City, 704, Taiwan
| | - Kuei-Yi Lin
- Human Factor and Ergonomics Section, System Development Center, National Chung-Shan Institute of Science & Technology, P.O. Box 90008-6-20, Lung-Tan, Tao-Yuan, 325, Taiwan
| | - Chih-Yong Chen
- Institute of Labor, Occupational Safety and Health, Ministry of Labor, Executive Yuan, No.99, Lane 407, Heng-Ke Road, Si-Jhih District, New Taipei City, 221, Taiwan
| | - Lin-Hui Chung
- Institute of Labor, Occupational Safety and Health, Ministry of Labor, Executive Yuan, No.99, Lane 407, Heng-Ke Road, Si-Jhih District, New Taipei City, 221, Taiwan
| | - Jiunn-Liang Wu
- Department of Otolaryngology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng-Li Road, North District, Tainan City, 704, Taiwan
| | - Yueliang Leon Guo
- Department of Environmental and Occupational Medicine, College of Medicine, National Taiwan University and National Taiwan University Hospital, Room C339, No. 17, Syu-Jhou Road, Jhong-Jheng District, Taipei City, 100, Taiwan; National Institute of Environmental Health Science, National Health Research Institutes, No.35, Ke-Yan Road, Zhu-Nan, Miaoli County, 350, Taiwan.
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214
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McHill AW, Hull JT, Wang W, Czeisler CA, Klerman EB. Chronic sleep curtailment, even without extended (>16-h) wakefulness, degrades human vigilance performance. Proc Natl Acad Sci U S A 2018; 115:6070-6075. [PMID: 29784810 PMCID: PMC6003377 DOI: 10.1073/pnas.1706694115] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Millions of individuals routinely remain awake for more than 18 h daily, which causes performance decrements. It is unknown if these functional impairments are the result of that extended wakefulness or from the associated shortened sleep durations. We therefore examined changes in objective reaction time performance and subjective alertness in a 32-d inpatient protocol in which participants were scheduled to wakefulness durations below 16 h while on a 20-h "day," with randomization into standard sleep:wake ratio (1:2) or chronic sleep restriction (CSR) ratio (1:3.3) conditions. This protocol allowed determination of the contribution of sleep deficiency independent of extended wakefulness, since individual episodes of wakefulness in the CSR condition were only 15.33 h in duration (less than the usual 16 h of wakefulness in a 24-h day) and sleep episodes were 4.67 h in duration each cycle. We found that chronic short sleep duration, even without extended wakefulness, doubled neurobehavioral reaction time performance and increased lapses of attention fivefold, yet did not uniformly decrease self-reported alertness. Further, these impairments in neurobehavioral performance were worsened during the circadian night and were not recovered during the circadian day, indicating that the deleterious effect from the homeostatic buildup of CSR is expressed even during the circadian promotion of daytime arousal. These findings reveal a fundamental aspect of human biology: Chronic insufficient sleep duration equivalent to 5.6 h of sleep opportunity per 24 h impairs neurobehavioral performance and self-assessment of alertness, even without extended wakefulness.
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Affiliation(s)
- Andrew W McHill
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115;
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR 97239
| | - Joseph T Hull
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115
| | - Wei Wang
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115
| | - Charles A Czeisler
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115
| | - Elizabeth B Klerman
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115;
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115
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215
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Gul A, Memtily N, Aihemaiti A, Abdukadir A, Wushuer P. Severity of obstructive sleep apnea (OSA) in 382 Han and Uyghur patients with sleep disorders. TRADITIONAL MEDICINE AND MODERN MEDICINE 2018. [DOI: 10.1142/s2575900018500106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Objective: Race and ethnicity may impact the prevalence and severity of Obstructive Sleep Apnea (OSA) in adults and children. In this study, we aim to investigate the ethnologic influence on OSA severity between Han and Uyghur OSA patients in Xinjiang, China.Methods: We enrolled total of 382 (205 Han and 177 Uyghur) patients diagnosed with OSA with apnea/hypopnea index (AHI) or respiratory disturbance index (RDI) [Formula: see text] 5. During admission, the severity of OSA was evaluated by polysomnography (PSG).Results: From demographic characteristics of enrolled patients, we found that there was no significant difference in sex, age, BMI, and neck circumference between two study populations. Uyghur OSA patients had longer sleep latency, longer REM sleep and N3 stage, but shorter N1 phase than Han OSA patients. AHI and apnea RDI level, but not hypopnea RDI, were evidently higher in Han patients compared with Uyghur patients. There was no distinctive difference between two ethnic populations in average and minimum peripheral capillary oxygen saturation (SaO2) level.Conclusion: Better understanding of impact factors encompassing ethnicity may help improve OSA diagnosis accuracy, management and treatment for patients in Xinjiang.
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Affiliation(s)
- Aman Gul
- Central Laboratory, Xinjiang Medical University, Urumqi 830011, P. R. China
| | - Nassirhadjy Memtily
- Traditional Uyghur Medicine Institute, Xinjiang Medical University, Urumqi 830011, P. R. China
| | - Aikeranmu Aihemaiti
- Department of Public Health, Xinjiang Medical University, Urumqi 830011, P. R. China
| | - Amir Abdukadir
- Traditional Uyghur Medicine Institute, Xinjiang Medical University, Urumqi 830011, P. R. China
| | - Palidan Wushuer
- Department of Psychosomatic, The Affiliated Chinese Medicine Hospital, Xinjiang Medical University, Urumqi 830000, P. R. China
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216
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Jackson CL, Patel SR, Jackson WB, Lutsey PL, Redline S. Agreement between self-reported and objectively measured sleep duration among white, black, Hispanic, and Chinese adults in the United States: Multi-Ethnic Study of Atherosclerosis. Sleep 2018; 41:4986872. [PMID: 29701831 PMCID: PMC5995218 DOI: 10.1093/sleep/zsy057] [Citation(s) in RCA: 217] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 01/23/2018] [Indexed: 11/14/2022] Open
Abstract
Study Objectives To identify systematic biases across groups in objectively and subjectively measured sleep duration. Methods We investigated concordance of self-reported habitual sleep duration compared with actigraphy- and single-night in-home polysomnography (PSG) across white, black, Hispanic, and Chinese participants in the Multi-Ethnic Study of Atherosclerosis. Results Among 1910 adults, self-reported sleep duration, determined by differences between bed and wake times, was overestimated in all racial groups compared with PSG and actigraphy. Compared with whites (ρ = 0.45), correlations were significantly lower only in blacks (ρ = 0.28). Self-reporting bias for total sleep time compared with wrist actigraphy was 66 min (95% confidence interval [CI]: 61-71) for whites, 58 min (95% CI: 48-69) for blacks, 66 min (95% CI: 57-74) for Hispanics, and 60 min (95% CI: 49-70) for Chinese adults. Compared with PSG, self-reporting bias in whites at 73 min (95% CI: 67-79) was higher than in blacks (54 min [95% CI: 42-65]) and Chinese (49 min [95% CI: 37-61]) but not different from Hispanics (67 min [95% CI: 56-78]). Slight agreement/concordance was observed between self-reported and actigraphy-based total sleep time (kw = 0.14 for whites, 0.10 for blacks, 0.17 for Hispanics, and 0.11 for Chinese) and PSG (kw = 0.08 for whites, 0.04 for blacks, 0.05 for Hispanics, and 0.01 for Chinese) across race/ethnicity. Conclusions Self-reported sleep duration overestimated objectively measured sleep across all races, and compared with PSG, overestimation is significantly greater in whites compared with blacks. Larger reporting bias reduces the ability to identify significant associations between sleep duration and health among blacks compared with whites. Sleep measurement property differences should be considered when comparing sleep indices across racial/ethnic groups.
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Affiliation(s)
- Chandra L Jackson
- Department of Health and Human Services, Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC
| | - Sanjay R Patel
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | | | - Pamela L Lutsey
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA
- Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA
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217
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Onton JA, Matthews SC, Kang DY, Coleman TP. In-Home Sleep Recordings in Military Veterans With Posttraumatic Stress Disorder Reveal Less REM and Deep Sleep <1 Hz. Front Hum Neurosci 2018; 12:196. [PMID: 29867419 PMCID: PMC5958207 DOI: 10.3389/fnhum.2018.00196] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 04/23/2018] [Indexed: 11/13/2022] Open
Abstract
Veterans with posttraumatic stress disorder (PTSD) often report suboptimal sleep quality, often described as lack of restfulness for unknown reasons. These experiences are sometimes difficult to objectively quantify in sleep lab assessments. Here, we used a streamlined sleep assessment tool to record in-home 2-channel electroencephalogram (EEG) with concurrent collection of electrodermal activity (EDA) and acceleration. Data from a single forehead channel were transformed into a whole-night spectrogram, and sleep stages were classified using a fully automated algorithm. For this study, 71 control subjects and 60 military-related PTSD subjects were analyzed for percentage of time spent in Light, Hi Deep (1-3 Hz), Lo Deep (<1 Hz), and rapid eye movement (REM) sleep stages, as well as sleep efficiency and fragmentation. The results showed a significant tendency for PTSD sleepers to spend a smaller percentage of the night in REM (p < 0.0001) and Lo Deep (p = 0.001) sleep, while spending a larger percentage of the night in Hi Deep (p < 0.0001) sleep. The percentage of combined Hi+Lo Deep sleep did not differ between groups. All sleepers usually showed EDA peaks during Lo, but not Hi, Deep sleep; however, PTSD sleepers were more likely to lack EDA peaks altogether, which usually coincided with a lack of Lo Deep sleep. Linear regressions with all subjects showed that a decreased percentage of REM sleep in PTSD sleepers was accounted for by age, prazosin, SSRIs and SNRIs (p < 0.02), while decreased Lo Deep and increased Hi Deep in the PTSD group could not be accounted for by any factor in this study (p < 0.005). Linear regression models with only the PTSD group showed that decreased REM correlated with self-reported depression, as measured with the Depression, Anxiety, and Stress Scales (DASS; p < 0.00001). DASS anxiety was associated with increased REM time (p < 0.0001). This study shows altered sleep patterns in sleepers with PTSD that can be partially accounted for by age and medication use; however, differences in deep sleep related to PTSD could not be linked to any known factor. With several medications [prazosin, selective serotonin reuptake inhibitors (SSRIs), serotonin-norepinephrine reuptake inhibitors (SNRIs); p < 0.03], as well as SSRIs were associated with less sleep efficiency (b = -3.3 ± 0.95; p = 0.0005) and more sleep fragmentation (b = -1.7 ± 0.51; p = 0.0009). Anti-psychotics were associated with less sleep efficiency (b = -4.9 ± 1.4; p = 0.0004). Sleep efficiency was negatively impacted by SSRIs, antipsychotic medications, and depression (p < 0.008). Increased sleep fragmentation was associated with SSRIs, SNRIs, and anxiety (p < 0.009), while prazosin and antipsychotic medications correlated with decreased sleep fragmentation (p < 0.05).
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Affiliation(s)
- Julie A. Onton
- Institute for Neural Computation, University of California, San Diego, La Jolla, CA, United States
- Warfighter Performance, Naval Health Research Center, San Diego, CA, United States
| | - Scott C. Matthews
- Psychiatry, VA San Diego Healthcare System, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Dae Y. Kang
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States
| | - Todd P. Coleman
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States
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218
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Markovic A, Achermann P, Rusterholz T, Tarokh L. Heritability of Sleep EEG Topography in Adolescence: Results from a Longitudinal Twin Study. Sci Rep 2018; 8:7334. [PMID: 29743546 PMCID: PMC5943340 DOI: 10.1038/s41598-018-25590-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Accepted: 04/16/2018] [Indexed: 01/12/2023] Open
Abstract
The topographic distribution of sleep EEG power is a reflection of brain structure and function. The goal of this study was to examine the degree to which genes contribute to sleep EEG topography during adolescence, a period of brain restructuring and maturation. We recorded high-density sleep EEG in monozygotic (MZ; n = 28) and dizygotic (DZ; n = 22) adolescent twins (mean age = 13.2 ± 1.1 years) at two time points 6 months apart. The topographic distribution of normalized sleep EEG power was examined for the frequency bands delta (1-4.6 Hz) to gamma 2 (34.2-44 Hz) during NREM and REM sleep. We found highest heritability values in the beta band for NREM and REM sleep (0.44 ≤ h2 ≤ 0.57), while environmental factors shared amongst twin siblings accounted for the variance in the delta to sigma bands (0.59 ≤ c2 ≤ 0.83). Given that both genetic and environmental factors are reflected in sleep EEG topography, our results suggest that topography may provide a rich metric by which to understand brain function. Furthermore, the frequency specific parsing of the influence of genetic from environmental factors on topography suggests functionally distinct networks and reveals the mechanisms that shape these networks.
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Affiliation(s)
- Andjela Markovic
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland
| | - Peter Achermann
- Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland
- Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
- Zurich Center for Interdisciplinary Sleep Research, University of Zurich, Zurich, Switzerland
| | - Thomas Rusterholz
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland
- Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
| | - Leila Tarokh
- University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.
- Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland.
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA.
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219
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Bunford N, Reicher V, Kis A, Pogány Á, Gombos F, Bódizs R, Gácsi M. Differences in pre-sleep activity and sleep location are associated with variability in daytime/nighttime sleep electrophysiology in the domestic dog. Sci Rep 2018; 8:7109. [PMID: 29740040 PMCID: PMC5940857 DOI: 10.1038/s41598-018-25546-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 03/20/2018] [Indexed: 01/24/2023] Open
Abstract
The domestic dog (Canis familiaris) is a promising animal model. Yet, the canine neuroscience literature is predominantly comprised of studies wherein (semi-)invasive methods and intensive training are used to study awake dog behavior. Given prior findings with humans and/or dogs, our goal was to assess, in 16 family dogs (1.5-7 years old; 10 males; 10 different breeds) the effects of pre-sleep activity and timing and location of sleep on sleep electrophysiology. All three factors had a main and/or interactive effect on sleep macrostructure. Following an active day, dogs slept more, were more likely to have an earlier drowsiness and NREM, and spent less time in drowsiness and more time in NREM and REM. Activity also had location- and time of day-specific effects. Time of day had main effects; at nighttime, dogs slept more and spent less time in drowsiness and awake after first drowsiness, and more time in NREM and in REM. Location had a main effect; when not at home, REM sleep following a first NREM was less likely. Findings are consistent with and extend prior human and dog data and have implications for the dog as an animal model and for informing future comparative research on sleep.
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Affiliation(s)
- Nóra Bunford
- Eötvös Loránd University, Institute of Biology, Department of Ethology, 1117, Budapest, Hungary.
- Hungarian Academy of Sciences, Institute of Cognitive Neuroscience and Psychology, 1117, Budapest, Hungary.
| | - Vivien Reicher
- Budapest University of Technology and Economics, Department of Cognitive Science, 1111, Budapest, Hungary
| | - Anna Kis
- Hungarian Academy of Sciences, Institute of Cognitive Neuroscience and Psychology, 1117, Budapest, Hungary
| | - Ákos Pogány
- Eötvös Loránd University, Institute of Biology, Department of Ethology, 1117, Budapest, Hungary
| | - Ferenc Gombos
- Pázmány Péter Catholic University, Faculty of Humanities and Social Sciences, 2087, Piliscsaba, Hungary
| | - Róbert Bódizs
- Budapest University of Technology and Economics, Department of Cognitive Science, 1111, Budapest, Hungary
- Semmelweis University, Institute of Behavioural Sciences, 1089, Budapest, Hungary
| | - Márta Gácsi
- Eötvös Loránd University, Institute of Biology, Department of Ethology, 1117, Budapest, Hungary
- MTA-ELTE Comparative Ethology Research Group, 1117, Budapest, Hungary
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220
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Ioannides AA. Neurofeedback and the Neural Representation of Self: Lessons From Awake State and Sleep. Front Hum Neurosci 2018; 12:142. [PMID: 29755332 PMCID: PMC5932408 DOI: 10.3389/fnhum.2018.00142] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 03/29/2018] [Indexed: 01/12/2023] Open
Abstract
Neurofeedback has been around for half a century, but despite some promising results it is not yet widely appreciated. Recently, some of the concerns about neurofeedback have been addressed with functional magnetic resonance imaging and magnetoencephalography adding their contributions to the long history of neurofeedback with electroencephalography. Attempts to address other concerns related to methodological issues with new experiments and meta-analysis of earlier studies, have opened up new questions about its efficacy. A key concern about neurofeedback is the missing framework to explain how improvements in very different and apparently unrelated conditions are achieved. Recent advances in neuroscience begin to address this concern. A particularly promising approach is the analysis of resting state of fMRI data, which has revealed robust covariations in brain networks that maintain their integrity in sleep and even anesthesia. Aberrant activity in three brain wide networks (i.e., the default mode, central executive and salience networks) has been associated with a number of psychiatric disorders. Recent publications have also suggested that neurofeedback guides the restoration of “normal” activity in these three networks. Using very recent results from our analysis of whole night MEG sleep data together with key concepts from developmental psychology, cloaked in modern neuroscience terms, a theoretical framework is proposed for a neural representation of the self, located at the core of a double onion-like structure of the default mode network. This framework fits a number of old and recent neuroscientific findings, and unites the way attention and memory operate in awake state and during sleep. In the process, safeguards are uncovered, put in place by evolution, before any interference with the core representation of self can proceed. Within this framework, neurofeedback is seen as set of methods for restoration of aberrant activity in large scale networks. The framework also admits quantitative measures of improvements to be made by personalized neurofeedback protocols. Finally, viewed through the framework developed, neurofeedback’s safe nature is revealed while raising some concerns for interventions that attempt to alter the neural self-representation bypassing the safeguards evolution has put in place.
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Affiliation(s)
- Andreas A Ioannides
- Laboratory for Human Brain Dynamics, AAI Scientific Cultural Services Ltd., Nicosia, Cyprus
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221
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Yetton BD, McDevitt EA, Cellini N, Shelton C, Mednick SC. Quantifying sleep architecture dynamics and individual differences using big data and Bayesian networks. PLoS One 2018; 13:e0194604. [PMID: 29641599 PMCID: PMC5894981 DOI: 10.1371/journal.pone.0194604] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 03/06/2018] [Indexed: 01/19/2023] Open
Abstract
The pattern of sleep stages across a night (sleep architecture) is influenced by biological, behavioral, and clinical variables. However, traditional measures of sleep architecture such as stage proportions, fail to capture sleep dynamics. Here we quantify the impact of individual differences on the dynamics of sleep architecture and determine which factors or set of factors best predict the next sleep stage from current stage information. We investigated the influence of age, sex, body mass index, time of day, and sleep time on static (e.g. minutes in stage, sleep efficiency) and dynamic measures of sleep architecture (e.g. transition probabilities and stage duration distributions) using a large dataset of 3202 nights from a non-clinical population. Multi-level regressions show that sex effects duration of all Non-Rapid Eye Movement (NREM) stages, and age has a curvilinear relationship for Wake After Sleep Onset (WASO) and slow wave sleep (SWS) minutes. Bayesian network modeling reveals sleep architecture depends on time of day, total sleep time, age and sex, but not BMI. Older adults, and particularly males, have shorter bouts (more fragmentation) of Stage 2, SWS, and they transition less frequently to these stages. Additionally, we showed that the next sleep stage and its duration can be optimally predicted by the prior 2 stages and age. Our results demonstrate the potential benefit of big data and Bayesian network approaches in quantifying static and dynamic architecture of normal sleep.
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Affiliation(s)
- Benjamin D. Yetton
- Department of Psychology, University of California, Irvine, Irvine, California, United States of America
| | - Elizabeth A. McDevitt
- Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America
| | - Nicola Cellini
- Department of Psychology, University of California, Irvine, Irvine, California, United States of America
- Department of General Psychology, University of Padova, Padova, Italy
| | - Christian Shelton
- Department of Computer Science, University of California, Riverside, Riverside, California, United States of America
| | - Sara C. Mednick
- Department of Psychology, University of California, Irvine, Irvine, California, United States of America
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Huang J, Ulke C, Sander C, Jawinski P, Spada J, Hegerl U, Hensch T. Impact of brain arousal and time-on-task on autonomic nervous system activity in the wake-sleep transition. BMC Neurosci 2018; 19:18. [PMID: 29642849 PMCID: PMC5896037 DOI: 10.1186/s12868-018-0419-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 03/27/2018] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Autonomic nervous system (ANS) activity has been shown to vary with the state of brain arousal. In a previous study, this association of ANS activity with distinct states of brain arousal was demonstrated using 15-min EEG data, but without directly controlling for possible time-on-task effects. In the current study we examine ANS-activity in fine-graded EEG-vigilance stages (indicating states of brain arousal) during two conditions of a 2-h oddball task while controlling for time-on-task. In addition, we analyze the effect of time-on-task on ANS-activity while holding the level of brain arousal constant. METHODS Heart rate and skin conductance level of healthy participants were recorded during a 2-h EEG with eyes closed under simultaneous presentation of stimuli in an ignored (N = 39) and attended (N = 39) oddball condition. EEG-vigilance stages were classified using the Vigilance Algorithm Leipzig (VIGALL 2.1). The time-on-task effect was tested by dividing the EEG into four 30-min consecutive time blocks. ANS-activity was compared between EEG-vigilance stages across the entire 2 h and within each time block. RESULTS We found a coherent decline of ANS-activity with declining brain arousal states, over the 2-h recording and in most cases within each 30-min block in both conditions. Furthermore, we found a significant time-on-task effect on heart rate, even when arousal was kept constant. It was most pronounced between the first and all subsequent blocks and could have been a consequence of postural change at the beginning of the experiment. CONCLUSION Our findings contribute to the validation of VIGALL 2.1 using ANS parameters in 2-h EEG recording under oddball conditions.
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Affiliation(s)
- Jue Huang
- Department of Psychiatry and Psychotherapy, University of Leipzig, Semmelweisstrasse 10, 04103 Leipzig, Germany
| | - Christine Ulke
- Department of Psychiatry and Psychotherapy, University of Leipzig, Semmelweisstrasse 10, 04103 Leipzig, Germany
- Depression Research Centre, German Depression Foundation, Leipzig, Germany
| | - Christian Sander
- Department of Psychiatry and Psychotherapy, University of Leipzig, Semmelweisstrasse 10, 04103 Leipzig, Germany
- Depression Research Centre, German Depression Foundation, Leipzig, Germany
| | - Philippe Jawinski
- Department of Psychiatry and Psychotherapy, University of Leipzig, Semmelweisstrasse 10, 04103 Leipzig, Germany
- Depression Research Centre, German Depression Foundation, Leipzig, Germany
| | - Janek Spada
- Department of Psychiatry and Psychotherapy, University of Leipzig, Semmelweisstrasse 10, 04103 Leipzig, Germany
- Depression Research Centre, German Depression Foundation, Leipzig, Germany
| | - Ulrich Hegerl
- Department of Psychiatry and Psychotherapy, University of Leipzig, Semmelweisstrasse 10, 04103 Leipzig, Germany
- Depression Research Centre, German Depression Foundation, Leipzig, Germany
| | - Tilman Hensch
- Department of Psychiatry and Psychotherapy, University of Leipzig, Semmelweisstrasse 10, 04103 Leipzig, Germany
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Linares IMP, Guimaraes FS, Eckeli A, Crippa ACS, Zuardi AW, Souza JDS, Hallak JE, Crippa JAS. No Acute Effects of Cannabidiol on the Sleep-Wake Cycle of Healthy Subjects: A Randomized, Double-Blind, Placebo-Controlled, Crossover Study. Front Pharmacol 2018; 9:315. [PMID: 29674967 PMCID: PMC5895650 DOI: 10.3389/fphar.2018.00315] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Accepted: 03/19/2018] [Indexed: 12/17/2022] Open
Abstract
Cannabidiol (CBD) is a component of Cannabis sativa that has a broad spectrum of potential therapeutic effects in neuropsychiatric and other disorders. However, few studies have investigated the possible interference of CBD on the sleep-wake cycle. The aim of the present study was to evaluate the effect of a clinically anxiolytic dose of CBD on the sleep-wake cycle of healthy subjects in a crossover, double-blind design. Twenty-seven healthy volunteers that fulfilled the eligibility criteria were selected and allocated to receive either CBD (300 mg) or placebo in the first night in a double-blind randomized design (one volunteer withdrew from the study). In the second night, the same procedure was performed using the substance that had not been administered in the previous occasion. CBD or placebo were administered 30 min before the start of polysomnography recordings that lasted 8 h. Cognitive and subjective measures were performed immediately after polysomnography to assess possible residual effects of CBD. The drug did not induce any significant effect (p > 0.05). Different from anxiolytic and antidepressant drugs such as benzodiazepines and selective serotonin reuptake inhibitors, acute administration of an anxiolytic dose of CBD does not seem to interfere with the sleep cycle of healthy volunteers. The present findings support the proposal that CBD do not alter normal sleep architecture. Future studies should address the effects of CBD on the sleep-wake cycle of patient populations as well as in clinical trials with larger samples and chronic use of different doses of CBD. Such studies are desirable and opportune.
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Affiliation(s)
- Ila M. P. Linares
- Department of Neurosciences and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Instituto Nacional de Ciência e Tecnologia Translacional em Medicina, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brasília, Brazil
| | - Francisco S. Guimaraes
- Department of Pharmacology, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Alan Eckeli
- Department of Neurosciences and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Instituto Nacional de Ciência e Tecnologia Translacional em Medicina, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brasília, Brazil
| | - Ana C. S. Crippa
- Department of Pediatrics, Neuropediatrics, Federal University of Paraná, Curitiba, Brazil
| | - Antonio W. Zuardi
- Department of Neurosciences and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Instituto Nacional de Ciência e Tecnologia Translacional em Medicina, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brasília, Brazil
| | - Jose D. S. Souza
- Department of Neurosciences and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Instituto Nacional de Ciência e Tecnologia Translacional em Medicina, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brasília, Brazil
| | - Jaime E. Hallak
- Department of Neurosciences and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Instituto Nacional de Ciência e Tecnologia Translacional em Medicina, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brasília, Brazil
| | - José A. S. Crippa
- Department of Neurosciences and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Instituto Nacional de Ciência e Tecnologia Translacional em Medicina, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Brasília, Brazil
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224
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Alger SE, Kensinger EA, Payne JD. Preferential consolidation of emotionally salient information during a nap is preserved in middle age. Neurobiol Aging 2018; 68:34-47. [PMID: 29704647 DOI: 10.1016/j.neurobiolaging.2018.03.030] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 02/16/2018] [Accepted: 03/28/2018] [Indexed: 12/13/2022]
Abstract
Sleep preferentially preserves aspects of memory that are most salient and valuable to remember at the expense of memory for less relevant details. Daytime naps and nocturnal sleep enhance this emotional memory trade-off effect, with memory for emotional components correlated with slow-wave sleep during the day and rapid eye movement sleep overnight. However, these studies have primarily sampled from young adult populations. Sleep and memory are altered by middle age, and the aim of the present study was to examine how age affects sleep-based mechanisms of emotional memory prioritization, using a daytime nap protocol to compare young to middle-aged adults. In both age groups, a nap soon after encoding scenes that contained a negative or neutral object on a neutral background led to superior retention of emotional object memory at the expense of memory for the related backgrounds. Sleep spindle activity during slow-wave sleep was related to memory for this emotionally salient information across the age range.
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Affiliation(s)
- Sara E Alger
- Department of Psychology, University of Notre Dame, Notre Dame, IN, USA.
| | | | - Jessica D Payne
- Department of Psychology, University of Notre Dame, Notre Dame, IN, USA
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225
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Hoshino T, Sasanabe R, Tanigawa T, Murotani K, Arimoto M, Ueda H, Shiomi T. Effect of rapid eye movement-related obstructive sleep apnea on adherence to continuous positive airway pressure. J Int Med Res 2018; 46:2238-2248. [PMID: 29614906 PMCID: PMC6023053 DOI: 10.1177/0300060518758583] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Objective Rapid eye movement (REM)-related obstructive sleep apnea (OSA) is characterized by respiratory events such as apnea and hypopnea predominately or exclusively during REM sleep. Several studies have revealed clinical predictors of adherence to the use of continuous positive airway pressure (CPAP). However, the effect of REM-related OSA on adherence to CPAP use remains unclear. Therefore, we investigated the effects of REM-related OSA on adherence to CPAP use 6 months after treatment initiation. Methods We enrolled 161 patients in this study and divided them into 3 groups: the good adherence, poor adherence, and dropout groups. We compared polysomnographic data and clinical findings, including those regarding morbidity of REM-related OSA, among the three groups to identify predictors of adherence to CPAP use. Results None of the 43 patients in the good adherence group had REM-related OSA. Multivariate logistic regression analysis of the good adherence and dropout groups indicated that REM-related OSA was the only factor associated with adherence to CPAP use (odds ratio, 41.984; 95% confidence interval, 2.257–781.007). Conclusions REM-related OSA is a reliable risk factor for dropout from CPAP therapy.
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Affiliation(s)
- Tetsuro Hoshino
- 1 Department of Otorhinolaryngology, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Ryujiro Sasanabe
- 2 Department of Sleep Medicine, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Tohru Tanigawa
- 1 Department of Otorhinolaryngology, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Kenta Murotani
- 3 Center for Clinical Research, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Mariko Arimoto
- 1 Department of Otorhinolaryngology, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Hiromi Ueda
- 1 Department of Otorhinolaryngology, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Toshiaki Shiomi
- 2 Department of Sleep Medicine, Aichi Medical University School of Medicine, Nagakute, Japan
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226
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Koch H, Schneider LD, Finn LA, Leary EB, Peppard PE, Hagen E, Sorensen HBD, Jennum P, Mignot E. Breathing Disturbances Without Hypoxia Are Associated With Objective Sleepiness in Sleep Apnea. Sleep 2018; 40:4209297. [PMID: 29029253 DOI: 10.1093/sleep/zsx152] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Study Objectives To determine whether defining two subtypes of sleep-disordered breathing (SDB) events-with or without hypoxia-results in measures that are more strongly associated with hypertension and sleepiness. Methods A total of 1022 participants with 2112 nocturnal polysomnograms from the Wisconsin Sleep Cohort were analyzed with our automated algorithm, developed to detect breathing disturbances and desaturations. Breathing events were time-locked to desaturations, resulting in two indices-desaturating (hypoxia-breathing disturbance index [H-BDI]) and nondesaturating (nonhypoxia-breathing disturbance index [NH-BDI]) events-regardless of arousals. Measures of subjective (Epworth Sleepiness Scale) and objective (2981 multiple sleep latency tests from a subset of 865 participants) sleepiness were analyzed, in addition to clinically relevant clinicodemographic variables. Hypertension was defined as BP ≥ 140/90 or antihypertensive use. Results H-BDI, but not NH-BDI, correlated strongly with SDB severity indices that included hypoxia (r ≥ 0.89, p ≤ .001 with 3% oxygen-desaturation index [ODI] and apnea hypopnea index with 4% desaturations). A doubling of desaturation-associated events was associated with hypertension prevalence, which was significant for ODI but not H-BDI (3% ODI OR = 1.06, 95% CI = 1.00-1.12, p < .05; H-BDI OR 1.04, 95% CI = 0.98-1.10) and daytime sleepiness (β = 0.20 Epworth Sleepiness Scale [ESS] score, p < .0001; β = -0.20 minutes in MSL on multiple sleep latency test [MSLT], p < .01). Independently, nondesaturating event doubling was associated with more objective sleepiness (β = -0.52 minutes in MSL on MSLT, p < .001), but had less association with subjective sleepiness (β = 0.12 ESS score, p = .10). In longitudinal analyses, baseline nondesaturating events were associated with worsening of H-BDI over a 4-year follow-up, suggesting evolution in severity. Conclusions In SDB, nondesaturating events are independently associated with objective daytime sleepiness, beyond the effect of desaturating events.
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Affiliation(s)
- Henriette Koch
- Department of Psychiatry and Behavioral Medicine, Stanford University Center for Sleep Sciences and Medicine, Stanford University, CA.,Department of Electrical Engineering, Biomedical Engineering, Technical University of Denmark, Lyngby, Denmark.,Department of Clinical Neurophysiology, Danish Center for Sleep Medicine, Rigshospitalet, Copenhagen, Denmark
| | - Logan Douglas Schneider
- Department of Psychiatry and Behavioral Medicine, Stanford University Center for Sleep Sciences and Medicine, Stanford University, CA
| | - Laurel A Finn
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, WI
| | - Eileen B Leary
- Department of Psychiatry and Behavioral Medicine, Stanford University Center for Sleep Sciences and Medicine, Stanford University, CA
| | - Paul E Peppard
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, WI
| | - Erika Hagen
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, WI
| | | | - Poul Jennum
- Department of Clinical Neurophysiology, Danish Center for Sleep Medicine, Rigshospitalet, Copenhagen, Denmark
| | - Emmanuel Mignot
- Department of Psychiatry and Behavioral Medicine, Stanford University Center for Sleep Sciences and Medicine, Stanford University, CA
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227
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Chriskos P, Frantzidis CA, Gkivogkli PT, Bamidis PD, Kourtidou-Papadeli C. Achieving Accurate Automatic Sleep Staging on Manually Pre-processed EEG Data Through Synchronization Feature Extraction and Graph Metrics. Front Hum Neurosci 2018; 12:110. [PMID: 29628883 PMCID: PMC5877486 DOI: 10.3389/fnhum.2018.00110] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 03/07/2018] [Indexed: 11/13/2022] Open
Abstract
Sleep staging, the process of assigning labels to epochs of sleep, depending on the stage of sleep they belong, is an arduous, time consuming and error prone process as the initial recordings are quite often polluted by noise from different sources. To properly analyze such data and extract clinical knowledge, noise components must be removed or alleviated. In this paper a pre-processing and subsequent sleep staging pipeline for the sleep analysis of electroencephalographic signals is described. Two novel methods of functional connectivity estimation (Synchronization Likelihood/SL and Relative Wavelet Entropy/RWE) are comparatively investigated for automatic sleep staging through manually pre-processed electroencephalographic recordings. A multi-step process that renders signals suitable for further analysis is initially described. Then, two methods that rely on extracting synchronization features from electroencephalographic recordings to achieve computerized sleep staging are proposed, based on bivariate features which provide a functional overview of the brain network, contrary to most proposed methods that rely on extracting univariate time and frequency features. Annotation of sleep epochs is achieved through the presented feature extraction methods by training classifiers, which are in turn able to accurately classify new epochs. Analysis of data from sleep experiments on a randomized, controlled bed-rest study, which was organized by the European Space Agency and was conducted in the "ENVIHAB" facility of the Institute of Aerospace Medicine at the German Aerospace Center (DLR) in Cologne, Germany attains high accuracy rates, over 90% based on ground truth that resulted from manual sleep staging by two experienced sleep experts. Therefore, it can be concluded that the above feature extraction methods are suitable for semi-automatic sleep staging.
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Affiliation(s)
- Panteleimon Chriskos
- Laboratory of Medical Physics, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Christos A. Frantzidis
- Laboratory of Medical Physics, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Greek Aerospace Medical Association and Space Research, Thessaloniki, Greece
| | - Polyxeni T. Gkivogkli
- Laboratory of Medical Physics, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Greek Aerospace Medical Association and Space Research, Thessaloniki, Greece
| | - Panagiotis D. Bamidis
- Laboratory of Medical Physics, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Greek Aerospace Medical Association and Space Research, Thessaloniki, Greece
| | - Chrysoula Kourtidou-Papadeli
- Greek Aerospace Medical Association and Space Research, Thessaloniki, Greece
- Director Aeromedical Center of Thessaloniki, Thessaloniki, Greece
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228
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Roomkham S, Lovell D, Cheung J, Perrin D. Promises and Challenges in the Use of Consumer-Grade Devices for Sleep Monitoring. IEEE Rev Biomed Eng 2018; 11:53-67. [PMID: 29993607 DOI: 10.1109/rbme.2018.2811735] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
The market for smartphones, smartwatches, and wearable devices is booming. In recent years, individuals and researchers have used these devices as additional tools to monitor and track sleep, physical activity, and behavior. Their use in sleep research and clinical applications could address the difficulties in scaling up studies that rely on polysomnography, the gold-standard. However, the use of commercial devices for large-scale sleep studies is not without challenges. With this in mind, this paper presents an extensive review of sleep monitoring systems and the techniques used in their development. We also discuss their performance in terms of reliability and validity, and consider the needs and expectations of users, whether they are experts, patients, or the general public. Through this review, we highlight a number of challenges with current studies: a lack of standard evaluation methods for consumer-grade devices (e.g., reliability and validity assessment); limitations in the populations studied; consumer expectations of monitoring devices; constraints on the resources of consumer-grade devices (e.g., power consumption).
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229
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Cruz-Aguilar MA, Ramírez-Salado I, Guevara MA, Hernández-González M, Benitez-King G. Melatonin Effects on EEG Activity During Sleep Onset in Mild-to-Moderate Alzheimer's Disease: A Pilot Study. J Alzheimers Dis Rep 2018; 2:55-65. [PMID: 30480249 PMCID: PMC6159690 DOI: 10.3233/adr-170019] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/07/2018] [Indexed: 11/21/2022] Open
Abstract
There is evidence demonstrating that 5-mg of fast-release melatonin significantly reduces nocturnal sleep onset in patients with mild-to-moderate Alzheimer's disease (AD). However, the physiological mechanism that could promote sleep installation by melatonin in patients with AD is still poorly understood. The present pilot study was designed to analyze the effects of melatonin on cortical activity during the sleep onset period (SOP) in eight mild-to-moderate AD patients treated with 5-mg of fast-release melatonin. Electroencephalographic recordings were obtained from C3-A1, C4-A2, F7-T3, F8-T4, F3-F4, and O1-O2. The relative power (RP), interhemispheric, intrahemispheric, and fronto-posterior correlations of six electroencephalographic bands were calculated and compared between two conditions: placebo and melatonin. Results show that at F7-T3, F3-F4, and C3-A1, melatonin induced an increase of the RP of the delta band. Likewise, in F7-T3, melatonin induced a decrease of the RP in the alpha1 band. Similarly, results show a lower interhemispheric correlation between the F7-T3 and F8-T4 derivations in the alpha1 band compared to the placebo condition. We conclude that the short sleep onset related to melatonin intake in AD patients was associated with a lower RP of the alpha1, a higher RP of the delta band (mainly in the left hemisphere) and a decreased interhemispheric EEG coupling in the alpha1 band. The possible role of the GABAergic neurotransmission as well as of the cascade of neurochemical events that melatonin triggers on sleep onset are discussed.
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Affiliation(s)
- Manuel Alejandro Cruz-Aguilar
- Universidad de Guadalajara, Instituto de Neurociencias, CUCBA, Laboratorio de Correlación Electroencefalográfica y Conducta, Guadalajara, Jalisco, México
- Instituto Nacional de Psiquiatría “Ramón de la Fuente Muñiz”, Dirección de Investigaciones en Neurociencias, Laboratorio de Cronobiología y Sueño, CDMX, México
| | - Ignacio Ramírez-Salado
- Instituto Nacional de Psiquiatría “Ramón de la Fuente Muñiz”, Dirección de Investigaciones en Neurociencias, Laboratorio de Cronobiología y Sueño, CDMX, México
| | - Miguel Angel Guevara
- Universidad de Guadalajara, Instituto de Neurociencias, CUCBA, Laboratorio de Correlación Electroencefalográfica y Conducta, Guadalajara, Jalisco, México
| | - Marisela Hernández-González
- Universidad de Guadalajara, Instituto de Neurociencias, CUCBA, Laboratorio de Neurofisiología de la Conducta Reproductiva, Guadalajara, Jalisco, México
| | - Gloria Benitez-King
- Instituto Nacional de Psiquiatría “Ramón de la Fuente Muñiz”, Subdirección de Investigaciones Clínicas, Laboratorio de Neurofarmacología, CDMX, México
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230
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Schönauer M, Brodt S, Pöhlchen D, Breßmer A, Danek AH, Gais S. Sleep Does Not Promote Solving Classical Insight Problems and Magic Tricks. Front Hum Neurosci 2018; 12:72. [PMID: 29535620 PMCID: PMC5834438 DOI: 10.3389/fnhum.2018.00072] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 02/09/2018] [Indexed: 11/13/2022] Open
Abstract
During creative problem solving, initial solution attempts often fail because of self-imposed constraints that prevent us from thinking out of the box. In order to solve a problem successfully, the problem representation has to be restructured by combining elements of available knowledge in novel and creative ways. It has been suggested that sleep supports the reorganization of memory representations, ultimately aiding problem solving. In this study, we systematically tested the effect of sleep and time on problem solving, using classical insight tasks and magic tricks. Solving these tasks explicitly requires a restructuring of the problem representation and may be accompanied by a subjective feeling of insight. In two sessions, 77 participants had to solve classical insight problems and magic tricks. The two sessions either occurred consecutively or were spaced 3 h apart, with the time in between spent either sleeping or awake. We found that sleep affected neither general solution rates nor the number of solutions accompanied by sudden subjective insight. Our study thus adds to accumulating evidence that sleep does not provide an environment that facilitates the qualitative restructuring of memory representations and enables problem solving.
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Affiliation(s)
- Monika Schönauer
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
| | - Svenja Brodt
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
| | - Dorothee Pöhlchen
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
- Department of Psychology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Anja Breßmer
- Department of Psychology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Amory H. Danek
- Division of Neurobiology, Department Biology II, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Steffen Gais
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
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231
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Tempaku PF, Mazzotti DR, Hirotsu C, Andersen ML, Xavier G, Maurya PK, Rizzo LB, Brietzke E, Belangero SI, Bittencourt L, Tufik S. The effect of the severity of obstructive sleep apnea syndrome on telomere length. Oncotarget 2018; 7:69216-69224. [PMID: 27690344 PMCID: PMC5342471 DOI: 10.18632/oncotarget.12293] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Accepted: 09/23/2016] [Indexed: 12/17/2022] Open
Abstract
Aging is associated with an increase in the prevalence of obstructive sleep apnea syndrome (OSAS) as well as the shortening of telomeres. It is known that OSAS-related factors are stimuli that can contribute to the acceleration of cellular senescence. Thus, the present study aimed to compare the leukocyte telomere length (LTL) between OSAS patients and controls, as well as to verify the correlation between LTL and sleep parameters. We used DNA extracted of 928 individuals from EPISONO to measure the LTL by the quantitative real-time polymerase chain reaction. All individuals were subjected to one full-night polysomnography. LTL was significantly shorter in OSAS patients compared to controls. The results showed negative correlations between LTL and the following variables: apnea-hypopnea index, respiratory disturbance index, desaturation index and wake after sleep onset. LTL was positively correlated with sleep efficiency, total sleep time, basal, minimum and maximum oxygen saturation. Lastly, it was observed that OSAS severity was associated with shorter LTL even after adjusting for sex, age, years of schooling, body mass index, diabetes, stroke and heart attack. In conclusion, our study indicates the presence of an association between LTL and OSAS and a significant impact of severity of OSAS in telomeres shortening.
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Affiliation(s)
- Priscila Farias Tempaku
- Departamento de Psicobiologia, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Diego Robles Mazzotti
- Departamento de Psicobiologia, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Camila Hirotsu
- Departamento de Psicobiologia, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Monica Levy Andersen
- Departamento de Psicobiologia, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Gabriela Xavier
- Laboratório Interdisciplinar de Neurociências Clínicas (LINC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil.,Departamento de Morfologia e Genética, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Pawan Kumar Maurya
- Laboratório Interdisciplinar de Neurociências Clínicas (LINC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil.,Amity Institute of Biotechnology, Amity University Uttar Pradesh, Noida, India
| | - Lucas Bortolotto Rizzo
- Laboratório Interdisciplinar de Neurociências Clínicas (LINC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil.,Department of Psychiatry, University of Tuebingen, Tuebingen, Germany.,Grupo de Pesquisa em Neurociência Comportamental e Molecular do Transtorno Bipolar, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Elisa Brietzke
- Laboratório Interdisciplinar de Neurociências Clínicas (LINC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil.,Grupo de Pesquisa em Neurociência Comportamental e Molecular do Transtorno Bipolar, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Sintia Iole Belangero
- Laboratório Interdisciplinar de Neurociências Clínicas (LINC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil.,Departamento de Morfologia e Genética, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Lia Bittencourt
- Departamento de Psicobiologia, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
| | - Sergio Tufik
- Departamento de Psicobiologia, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brasil
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232
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Younes M, Kuna ST, Pack AI, Walsh JK, Kushida CA, Staley B, Pien GW. Reliability of the American Academy of Sleep Medicine Rules for Assessing Sleep Depth in Clinical Practice. J Clin Sleep Med 2018; 14:205-213. [PMID: 29351821 PMCID: PMC5786839 DOI: 10.5664/jcsm.6934] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Revised: 10/08/2017] [Accepted: 10/18/2017] [Indexed: 01/09/2023]
Abstract
STUDY OBJECTIVES The American Academy of Sleep Medicine has published manuals for scoring polysomnograms that recommend time spent in non-rapid eye movement sleep stages (stage N1, N2, and N3 sleep) be reported. Given the well-established large interrater variability in scoring stage N1 and N3 sleep, we determined the range of time in stage N1 and N3 sleep scored by a large number of technologists when compared to reasonably estimated true values. METHODS Polysomnograms of 70 females were scored by 10 highly trained sleep technologists, two each from five different academic sleep laboratories. Range and confidence interval (CI = difference between the 5th and 95th percentiles) of the 10 times spent in stage N1 and N3 sleep assigned in each polysomnogram were determined. Average values of times spent in stage N1 and N3 sleep generated by the 10 technologists in each polysomnogram were considered representative of the true values for the individual polysomnogram. Accuracy of different technologists in estimating delta wave duration was determined by comparing their scores to digitally determined durations. RESULTS The CI range of the ten N1 scores was 4 to 39 percent of total sleep time (% TST) in different polysomnograms (mean CI ± standard deviation = 11.1 ± 7.1 % TST). Corresponding range for N3 was 1 to 28 % TST (14.4 ± 6.1 % TST). For stage N1 and N3 sleep, very low or very high values were reported for virtually all polysomnograms by different technologists. Technologists varied widely in their assignment of stage N3 sleep, scoring that stage when the digitally determined time of delta waves ranged from 3 to 17 seconds. CONCLUSIONS Manual scoring of non-rapid eye movement sleep stages is highly unreliable among highly trained, experienced technologists. Measures of sleep continuity and depth that are reliable and clinically relevant should be a focus of clinical research.
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Affiliation(s)
- Magdy Younes
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Samuel T. Kuna
- Department of Medicine and Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania
| | - Allan I. Pack
- Department of Medicine and Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - James K. Walsh
- Sleep Medicine and Research Center, St. Luke's Hospital, Chesterfield, Missouri
| | - Clete A. Kushida
- Department of Psychiatry, Stanford University, Palo Alto, California
| | - Bethany Staley
- Department of Medicine and Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Grace W. Pien
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Castro ID, Varon C, Torfs T, Van Huffel S, Puers R, Van Hoof C. Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring. SENSORS (BASEL, SWITZERLAND) 2018; 18:E577. [PMID: 29438344 PMCID: PMC5855940 DOI: 10.3390/s18020577] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 02/09/2018] [Accepted: 02/11/2018] [Indexed: 12/02/2022]
Abstract
Sleep-related conditions require high-cost and low-comfort diagnosis at the hospital during one night or longer. To overcome this situation, this work aims to evaluate an unobtrusive monitoring technique for sleep apnea. This paper presents, for the first time, the evaluation of contactless capacitively-coupled electrocardiography (ccECG) signals for the extraction of sleep apnea features, together with a comparison of different signal quality indicators. A multichannel ccECG system is used to collect signals from 15 subjects in a sleep environment from different positions. Reference quality labels were assigned for every 30-s segment. Quality indicators were calculated, and their signal classification performance was evaluated. Features for the detection of sleep apnea were extracted from capacitive and reference signals. Sleep apnea features related to heart rate and heart rate variability achieved high similarity to the reference values, with p-values of 0.94 and 0.98, which is in line with the more than 95% beat-matching obtained. Features related to signal morphology presented lower similarity with the reference, although signal similarity metrics of correlation and coherence were relatively high. Quality-based automatic classification of the signals had a maximum accuracy of 91%. Best-performing quality indicators were based on template correlation and beat-detection. Results suggest that using unobtrusive cardiac signals for the automatic detection of sleep apnea can achieve similar performance as contact signals, and indicates clinical value of ccECG. Moreover, signal segments can automatically be classified by the proposed quality metrics as a pre-processing step. Including contactless respiration signals is likely to improve the performance and provide a complete unobtrusive cardiorespiratory monitoring solution; this is a promising alternative that will allow the screening of more patients with higher comfort, for a longer time, and at a reduced cost.
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Affiliation(s)
- Ivan D Castro
- KU Leuven, Deptartment of Electrical Engineering-ESAT, 3001 Leuven, Belgium.
- IMEC Belgium, 3001 Leuven, Belgium.
| | - Carolina Varon
- KU Leuven, Deptartment of Electrical Engineering-ESAT, 3001 Leuven, Belgium.
- IMEC Belgium, 3001 Leuven, Belgium.
| | | | - Sabine Van Huffel
- KU Leuven, Deptartment of Electrical Engineering-ESAT, 3001 Leuven, Belgium.
- IMEC Belgium, 3001 Leuven, Belgium.
| | - Robert Puers
- KU Leuven, Deptartment of Electrical Engineering-ESAT, 3001 Leuven, Belgium.
- IMEC Belgium, 3001 Leuven, Belgium.
| | - Chris Van Hoof
- KU Leuven, Deptartment of Electrical Engineering-ESAT, 3001 Leuven, Belgium.
- IMEC Belgium, 3001 Leuven, Belgium.
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Zhang P, Tan CW, Chen GH, Ge YJ, Xu J, Xia L, Wang F, Li XY, Kong XY. Patients with chronic insomnia disorder have increased serum levels of neurofilaments, neuron-specific enolase and S100B: does organic brain damage exist? Sleep Med 2018; 48:163-171. [PMID: 29957487 DOI: 10.1016/j.sleep.2017.12.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Accepted: 12/30/2017] [Indexed: 01/29/2023]
Abstract
OBJECTIVES The aims of this study were to investigate whether serum levels of neurofilaments heavy chain (NfH) and light chain (NfL), neuron-specific enolase (NSE) and S100 calcium binding protein B (S100B): (1) change, (2) alleviate in post-therapy and (3) are associated with sleep quality and cognitive dysfunction, in patients with chronic insomnia disorder (CID). METHODS Forty CID outpatients constituted free-therapy group (ft-CID), in which twenty-four patients completed follow-up after six-month treatment to form re-visiting group (rv-CID), and twenty healthy good sleepers constituted control group (HC). All subjects completed questionnaires, polysomnography, Chinese-Beijing Version of Montreal Cognitive Assessment (MoCA-C) and Nine Box Maze Test (NBMT) to assess sleep and neuropsychological function. The serum levels of NfH, NfL, NSE and S100B were detected using enzyme-linked immunosorbent assay. RESULTS The ft-CID had higher levels of NfH, NfL, NSE and S100B than the HC. Of note, the levels of NfH, NfL and NSE were significantly reduced in the rv-CID compared to the ft-CID, but not the level of S100B. Principal components analysis revealed that in these serum biomarkers, NfL and S100B had a substantial correlation with subjective and objective sleep parameters. CONCLUSIONS The CID patients had elevated serum levels of NfH, NfL, NSE and S100B, indicating existence of damaged brain microstructure, including neurons, astrocytes and neuronal terminals, which were associated with the insomniac severity or/and cognitive dysfunction and could significantly reduce after effective therapy apart from the S100B.
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Affiliation(s)
- Ping Zhang
- Department of Sleep Disorders or Psychiatry or Neurology, The Affiliated Chaohu Hospital of Anhui Medical University, Chaohu, Hefei, 238000, China
| | - Cheng-Wen Tan
- Department of Sleep Disorders or Psychiatry or Neurology, The Affiliated Chaohu Hospital of Anhui Medical University, Chaohu, Hefei, 238000, China
| | - Gui-Hai Chen
- Department of Sleep Disorders or Psychiatry or Neurology, The Affiliated Chaohu Hospital of Anhui Medical University, Chaohu, Hefei, 238000, China; Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.
| | - Yi-Jun Ge
- Department of Sleep Disorders or Psychiatry or Neurology, The Affiliated Chaohu Hospital of Anhui Medical University, Chaohu, Hefei, 238000, China
| | - Jing Xu
- Department of Sleep Disorders or Psychiatry or Neurology, The Affiliated Chaohu Hospital of Anhui Medical University, Chaohu, Hefei, 238000, China
| | - Lan Xia
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Fang Wang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Xue-Yan Li
- Department of Sleep Disorders or Psychiatry or Neurology, The Affiliated Chaohu Hospital of Anhui Medical University, Chaohu, Hefei, 238000, China
| | - Xiao-Yi Kong
- Department of Sleep Disorders or Psychiatry or Neurology, The Affiliated Chaohu Hospital of Anhui Medical University, Chaohu, Hefei, 238000, China
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Omori Y, Kanbayashi T, Imanishi A, Tsutsui K, Sagawa Y, Kikuchi YS, Takeshima M, Yoshizawa K, Uemura S, Shimizu T. Orexin/hypocretin levels in the cerebrospinal fluid and characteristics of patients with myotonic dystrophy type 1 with excessive daytime sleepiness. Neuropsychiatr Dis Treat 2018; 14:451-457. [PMID: 29445282 PMCID: PMC5810517 DOI: 10.2147/ndt.s158651] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Myotonic dystrophy type 1 (DM1) is often characterized by excessive daytime sleepiness (EDS) and sleep-onset rapid eye movement periods caused by muscleblind-like protein 2. The EDS tends to persist even after treatment of sleep apnea. We measured the cerebrospinal fluid (CSF) orexin levels in DM1 patients with EDS and compared the clinical characteristics with narcolepsy type 1 and idiopathic hypersomnia (IHS) patients. PATIENTS AND METHODS We measured the CSF orexin levels in 17 DM1 patients with EDS and evaluated subjective sleepiness using the Epworth Sleepiness Scale (ESS), objective sleepiness using mean sleep latency (MSL), and sleep apnea using apnea-hypopnea index (AHI). We compared the ESS scores and MSL between decreased (≤200 pg/mL) and normal (>200 pg/mL) CSF orexin group in DM1 patients. Furthermore, we compared the CSF orexin levels, ESS scores, MSL, and AHI among patients with DM1, narcolepsy type 1 (n=46), and IHS (n=30). RESULTS Seven DM1 patients showed decreased CSF orexin levels. There were significant differences in the ESS scores and MSL between decreased and normal CSF orexin groups in DM1 patients. The ESS scores showed no significant difference among patients with DM1, narcolepsy type 1, and IHS. The MSL in DM1 and IHS patients were significantly higher than narcolepsy type 1 patients (p=0.01, p<0.001). The AHI in DM1 patients was significantly higher than narcolepsy type 1 patients (p=0.042) and was insignificantly different from IHS patients. The CSF orexin levels in DM1 patients were significantly lower than IHS patients and higher than narcolepsy type 1 patients (p<0.001, p<0.001). CONCLUSION The CSF orexin levels of DM1 patients moderately decreased compared to those of IHS patients as the control group. However, the EDS of DM1 patients may not be explained by only orexin deficiency.
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Affiliation(s)
- Yuki Omori
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
| | - Takashi Kanbayashi
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan
| | - Aya Imanishi
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
| | - Ko Tsutsui
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
| | - Yohei Sagawa
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
| | - Yuka S Kikuchi
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
| | - Masahiro Takeshima
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
| | - Kazuhisa Yoshizawa
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
| | - Sachiko Uemura
- Department of Physical Therapy, Akita University Graduate School of Health Sciences, Akita, Japan
| | - Tetsuo Shimizu
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
- International Institute for Integrative Sleep Medicine (WPI-IIIS), University of Tsukuba, Tsukuba, Japan
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Seyis S, Usalan AK, Rencuzogullari I, Kurmuş Ö, Gungen AC. The Effects of Continuous Positive Airway Pressure on Premature Ventricular Contractions and Ventricular Wall Stress in Patients with Heart Failure and Sleep Apnea. Can Respir J 2018; 2018:2027061. [PMID: 29623136 PMCID: PMC5829433 DOI: 10.1155/2018/2027061] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Revised: 11/05/2017] [Accepted: 01/09/2018] [Indexed: 11/18/2022] Open
Abstract
Background We aimed to investigate the effects of continuous positive airway pressure (CPAP) treatment on electrocardiography (ECG), premature ventricular contraction load on 24-hour Holter recordings, and implantable cardioverter defibrillator (ICD) shocks in patients with obstructive sleep apnea syndrome (OSAS) and heart failure. Methods Patients with heart failure and ICD and patients with newly diagnosed OSAS were divided into two groups according to CPAP treatment. To compare the impact of CPAP on ECG parameters, both baseline and 6-month ECG, 24-hour Holter ECG, ambulatory blood pressure monitoring, echocardiography, polysomnography, and laboratory parameters were collected. Results CPAP treatment significantly reduced the frequency of premature ventricular contractions, T-peak to T-end, corrected QT, corrected QT dispersion, and T-peak to T-end/corrected QT ratio in the study group (p < 0.001 for all). Although the baseline NT-pro-BNP levels were similar between study and control groups, after six months, the NT-pro-BNP levels of the study group were significantly lower than that of the control group (39.18 ± 7.57 versus 46.11 ± 7.65; p < 0.001). Conclusions CPAP treatment in patients with heart failure and ICD and in patients with newly diagnosed OSAS may have beneficial effects on premature ventricular contractions and electrocardiographic arrhythmia indices and NT-pro-BNP levels. However, these results are needed to be clarified with further studies.
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Affiliation(s)
- Sabri Seyis
- Department of Cardiology, Live Istinye University Hospital, Istanbul, Turkey
| | | | | | - Özge Kurmuş
- Department of Cardiology, Ufuk University, Ankara, Turkey
| | - Adil Can Gungen
- Department of Chest Disease, Live Istinye University Hospital, Istanbul, Turkey
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Tranah GJ, Yaffe K, Nievergelt CM, Parimi N, Glymour MM, Ensrud KE, Cauley JA, Ancoli-Israel S, Mariani S, Redline S, Stone KL, the Osteoporotic Fractures in Men Study (MrOS) Research Group. APOEε4 and slow wave sleep in older adults. PLoS One 2018; 13:e0191281. [PMID: 29370207 PMCID: PMC5784964 DOI: 10.1371/journal.pone.0191281] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 01/02/2018] [Indexed: 12/19/2022] Open
Abstract
Slow wave (or stage N3) sleep has been linked to a variety of cognitive processes. However, the role of stage N3 in the elderly is debated. The link between stage N3 and episodic memory may be weakened or changed in the older adult population, possibly due to several altered mechanisms impacting the cellular structure of the brain. The bases for the age-related dissociation between stage N3 and cognition are not understood. Since APOEε4 status is the strongest genetic risk factor for cognitive decline, we assessed whether the ε4 allele is associated with stage N3 sleep. Participants were from the population-based Osteoporotic Fractures in Men (MrOS) cohort with polysomnography and APOEε4 genotype data (n = 2,302, 100% male, mean age 76.6 years). Sleep stages were objectively measured using overnight in-home polysomnography and central electroencephalogram data were used to score stage N3 sleep. Cognitive function was assessed using the Modified Mini Mental State Exam (3MS). The APOE rs429358 single nucleotide polymorphism, which defines the APOEε4 allele, was genotyped using a custom genotyping array. Total time in stage N3 sleep was significantly higher (p<0.0001) among the 40 MrOS participants carrying two copies of the ε4 allele (62±5.2 minutes) compared with 43±1.5 minutes for carriers of one ε4 allele (n = 515) and 40±0.8 minutes for ε4 non-carriers (n = 1747). All results were independent of sleep efficiency, number of sleep cycles, and apnea hypopnea index. These findings support an association between APOEε4 genotype and sleep stage N3 in the elderly. Increased total stage N3 duration among ε4/ε4 carriers does not appear to reflect compensation for prior cognitive decline and may reflect overactive downscaling of synapses during sleep. If confirmed, these results might in part explain the high risk of age-related cognitive decline and AD among APOE ε4/ε4 carriers.
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Affiliation(s)
- Gregory J. Tranah
- Research Institute, California Pacific Medical Center, San Francisco, California, United States of America
| | - Kristine Yaffe
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, California, United States of America
- Medical Center, San Francisco VA, San Francisco, California, United States of America
- Department of Epidemiology and Biostatistics University of California San Francisco, San Francisco, California, United States of America
| | - Caroline M. Nievergelt
- Department of Psychiatry, University of California San Diego, La Jolla, California, United States of America
| | - Neeta Parimi
- Research Institute, California Pacific Medical Center, San Francisco, California, United States of America
| | - M. Maria Glymour
- Department of Epidemiology and Biostatistics University of California San Francisco, San Francisco, California, United States of America
| | - Kristine E. Ensrud
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, Minnesota, United States of America
- Center for Chronic Disease Outcomes Research, Minneapolis VA Medical Center, Minneapolis, Minnesota, United States of America
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Jane A. Cauley
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Sonia Ancoli-Israel
- Department of Psychiatry, University of California San Diego, La Jolla, California, United States of America
- Department of Medicine, University of California San Diego, La Jolla, California, United States of America
| | - Sara Mariani
- Division of Sleep & Circadian Disorders, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Susan Redline
- Departments of Medicine, Brigham and Women's Hospital and Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Katie L. Stone
- Research Institute, California Pacific Medical Center, San Francisco, California, United States of America
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Pocivavsek A, Rowland LM. Basic Neuroscience Illuminates Causal Relationship Between Sleep and Memory: Translating to Schizophrenia. Schizophr Bull 2018; 44:7-14. [PMID: 29136236 PMCID: PMC5768044 DOI: 10.1093/schbul/sbx151] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Patients with schizophrenia are often plagued by sleep disturbances that can exacerbate the illness, including potentiating psychosis and cognitive impairments. Cognitive dysfunction is a core feature of schizophrenia with learning and memory being particularly impaired. Sleep disruptions often accompanying the illness and may be key mechanism that contribute to these core dysfunctions. In this special translational neuroscience feature, we highlight the role of sleep in mediating cognitive function, with a special focus on learning and memory. By defining dysfunctional sleep architecture and rhythms in schizophrenia, we focus on the disarray of mechanisms critical to learning and memory and postulate an association between sleep disturbances and cognitive impairments in the disorder. Lastly, we review preclinical models of schizophrenia and highlight exciting translational research that may lead to new therapeutic approaches to alleviating sleep disturbances and effectively improving cognitive function in schizophrenia.
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Affiliation(s)
- Ana Pocivavsek
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD
| | - Laura M Rowland
- Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD
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Wiesner CD, Davoli V, Schürger D, Prehn-Kristensen A, Baving L. Melatonin Secretion during a Short Nap Fosters Subsequent Feedback Learning. Front Hum Neurosci 2018; 11:648. [PMID: 29375345 PMCID: PMC5767728 DOI: 10.3389/fnhum.2017.00648] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 12/19/2017] [Indexed: 01/11/2023] Open
Abstract
Sleep helps to protect and renew hippocampus-dependent declarative learning. Less is known about forms of learning that mainly engage the dopaminergic reward system. Animal studies showed that exogenous melatonin modulates the responses of the dopaminergic reward system and acts as a neuroprotectant promoting memory. In humans, melatonin is mainly secreted in darkness during evening hours supporting sleep. In this study, we investigate the effects of a short period of daytime sleep (nap) and endogenous melatonin on reward learning. Twenty-seven healthy, adult students took part in an experiment, either taking a 90-min afternoon nap or watching videos (within-subject design). Before and after the sleep vs. wake interval, saliva melatonin levels and reward learning were measured, and in the nap condition, a polysomnogram was obtained. Reward learning was assessed using a two-alternative probabilistic reinforcement-learning task. Sleep itself and subjective arousal or valence had no significant effects on reward learning. However, this study showed for the first time that an afternoon nap can elicit a small but significant melatonin response in about 41% of the participants and that the magnitude of the melatonin response predicts subsequent reward learning. Only in melatonin responders did a short nap improve reward learning. The difference between melatonin-responders and non-responders occurred very early during learning indicating that melatonin might have improved working memory rather than reward learning. Future studies should use paradigms differentiating working memory and reward learning to clarify which aspect of human feedback learning might profit from melatonin.
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Affiliation(s)
- Christian D. Wiesner
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Christian-Albrechts-University zu Kiel, Kiel, Germany
| | - Valentia Davoli
- Department of Child and Adolescent Psychiatry and Psychotherapy, School of Medicine, Christian-Albrechts-University zu Kiel, Kiel, Germany
| | - David Schürger
- Department of Child and Adolescent Psychiatry and Psychotherapy, School of Medicine, Christian-Albrechts-University zu Kiel, Kiel, Germany
| | - Alexander Prehn-Kristensen
- Department of Child and Adolescent Psychiatry and Psychotherapy, School of Medicine, Christian-Albrechts-University zu Kiel, Kiel, Germany
| | - Lioba Baving
- Department of Child and Adolescent Psychiatry and Psychotherapy, School of Medicine, Christian-Albrechts-University zu Kiel, Kiel, Germany
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Odor cueing during slow-wave sleep benefits memory independently of low cholinergic tone. Psychopharmacology (Berl) 2018; 235:291-299. [PMID: 29119218 PMCID: PMC5748395 DOI: 10.1007/s00213-017-4768-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 10/19/2017] [Indexed: 01/07/2023]
Abstract
RATIONALE Sleep-dependent memory consolidation depends on the concerted reactivation of memories in the hippocampo-neocortical system. The communication of reactivated information from the hippocampus to the neocortex is assumed to be enabled by low levels of acetylcholine, particularly during slow-wave sleep (SWS). Recent studies suggest that the reactivation of memories does not only occur spontaneously but can also be externally triggered by re-presenting learning-associated cues during sleep. OBJECTIVES Here we investigated whether the beneficial effect of cued memory reactivation during sleep depends on similar mechanisms as spontaneous reactivation, and specifically on low cholinergic tone. METHODS In two experimental nights, healthy volunteers learned a visuo-spatial memory task in the presence of an odor before going to sleep for 40 min. In one night, subjects were presented with the odor again during SWS, whereas in the other night they received an odorless vehicle. In half of the subjects, the availability of acetylcholine during sleep was increased by administering the acetylcholine-esterase inhibitor physostigmine. RESULTS Contrary to our hypothesis, increased cholinergic tone during sleep did not abolish the beneficial effect of odor cueing: memory performance was better after odor cueing compared to odorless vehicle, independent of physostigmine or placebo administration. CONCLUSIONS This finding challenges the assumption that odor-cued and spontaneous memory reactivation rely on the same neuropharmacological mechanisms.
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Jerath R, Beveridge C, Barnes VA. Self-Regulation of Breathing as an Adjunctive Treatment of Insomnia. Front Psychiatry 2018; 9:780. [PMID: 30761030 PMCID: PMC6361823 DOI: 10.3389/fpsyt.2018.00780] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 12/27/2018] [Indexed: 12/22/2022] Open
Abstract
Sleep is a quiescent behavioral state during which complex homeostatic functions essential to health and well-being occur. Insomnia is a very common psychiatric disorder leading to a myriad of detrimental effects including loss of concentration, memory, and performance as well as disease. Current pharmaceutical treatments can be expensive, impairing, unhealthy, and habit-forming. Relaxation techniques, such as meditation target the brain and body in contrast to pharmaceutical interventions which solely target neurotransmitter systems in the brain. In this article we present a viewpoint on the treatment of insomnia that techniques of slow, deep breathing (0.1 Hz) in adjunct to sleep hygiene and relaxation therapies may be highly effective in initiating sleep as well as facilitating falling back asleep. The autonomic nervous system is integral to sleep initiation, maintenance, and disruption. Understanding the relationship between the autonomic nervous system and sleep physiology along with the nature of sleep itself remains a challenge to modern science. We present this perspective in light of a prevailing "dysevolution" theory on the pathology of insomnia that proposes hyper-arousal characterized in part by chronic sympathetic hyperactivation and/or parasympathetic hypoactivation disrupts normal sleep onset latency, sleep quality, and sleep duration. We additionally discuss physiological mechanisms responsible for the effectiveness of the breathing treatment we describe. A better understanding of these mechanisms and autonomic pathologies of insomnia may provide support for the effectiveness of such techniques and provide relief to sufferers of this health epidemic.
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Affiliation(s)
- Ravinder Jerath
- Charitable Medical Healthcare Foundation, Augusta, GA, United States
| | - Connor Beveridge
- Charitable Medical Healthcare Foundation, Augusta, GA, United States
| | - Vernon A Barnes
- Department of Pediatrics, Georgia Prevention Institute, Augusta University, Augusta, GA, United States
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Frye SS, Fernandez-Mendoza J, Calhoun SL, Gaines J, Sawyer MD, He F, Liao D, Vgontzas AN, Bixler EO. Neurocognitive and behavioral functioning in adolescents with sleep-disordered breathing: a population-based, dual-energy X-ray absorptiometry study. Int J Obes (Lond) 2018; 42:95-101. [PMID: 28924264 PMCID: PMC5762265 DOI: 10.1038/ijo.2017.229] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 08/11/2017] [Accepted: 08/27/2017] [Indexed: 12/11/2022]
Abstract
BACKGROUND/OBJECTIVES Sleep-disordered breathing (SDB) has been associated with neurocognitive and behavioral problems in young children; however, this association is less studied in adolescents. Evidence suggests that obesity plays a key role in the development of SDB, although its relative association with neurobehavioral functioning remains unclear. We examined whether SDB and obesity are associated with neurocognitive and behavioral problems in adolescents. SUBJECTS/METHODS A total of 421 adolescents (17.0±2.2y, 53.9% male) from the Penn State Child Cohort, a general population sample, underwent a 9-h polysomnography, clinical history, physical examination, neurocognitive evaluation and Dual-energy X-ray Absorptiometry (DXA) scan, and completed the Child or Adult Behavior Checklist. Obstructive sleep apnea (OSA) was defined as an apnea-hypopnea index (AHI)⩾2, primary snoring (PS) as AHI<2+snoring and no-SDB as AHI<2 without snoring. Body weight measures included body mass index (BMI) percentile, waist circumference (WC) and DXA-measured total adipose tissue (TAT). RESULTS WC and TAT were significantly associated with impaired vigilance, processing speed, working memory, and control interference and greater internalizing and externalizing behaviors, while BMI percentile was marginally associated. SDB per se (PS, AHI or OSA) was not significantly associated with impaired neurocognitive outcomes or greater behavioral problems. However, TAT was significantly associated with impaired vigilance and greater internalizing and externalizing behaviors and, to a lesser extent, slower processing speed and greater control interference, only in adolescents with OSA. CONCLUSIONS Central obesity, an etiopathogenic mechanism of OSA, is more strongly associated with neurocognitive and behavioral problems in adolescents than SDB alone. Deficits in low-order (vigilance) and high-order (executive) functions and behavioral problems observed in adolescents with OSA are primarily associated with increased central adiposity, a finding not entirely captured with less precise measures of obesity. These data support that OSA and its associated neurocognitive and behavioral morbidity are related to underlying metabolic dysfunction as early as adolescence.
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Affiliation(s)
- Sara S. Frye
- Sleep Research & Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Julio Fernandez-Mendoza
- Sleep Research & Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Susan L. Calhoun
- Sleep Research & Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Jordan Gaines
- Sleep Research & Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Marjorie D. Sawyer
- Public Health Sciences, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Fan He
- Public Health Sciences, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Duanping Liao
- Public Health Sciences, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Alexandros N. Vgontzas
- Sleep Research & Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Edward O. Bixler
- Sleep Research & Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
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Centofanti S, Dorrian J, Hilditch C, Grant C, Coates A, Banks S. Eating on nightshift: A big vs small snack impairs glucose response to breakfast. Neurobiol Sleep Circadian Rhythms 2018; 4:44-48. [PMID: 31236506 PMCID: PMC6584580 DOI: 10.1016/j.nbscr.2017.12.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 11/17/2017] [Accepted: 12/04/2017] [Indexed: 12/20/2022] Open
Abstract
Shift work is a risk factor for chronic diseases such as Type 2 diabetes. Food choice may play a role, however simply eating at night when the body is primed for sleep may have implications for health. This study examined the impact of consuming a big versus small snack at night on glucose metabolism. N = 31 healthy subjects (21-35 y; 18 F) participated in a simulated nightshift laboratory study that included one baseline night of sleep (22:00 h-07:00 h) and one night awake with allocation to either a big snack (2100 kJ) or small snack (840 kJ) group. The snack was consumed between 00:00-00:30 h and consisted of low fat milk, a sandwich, chips and fruit (big snack) or half sandwich and fruit (small snack). Subjects ate an identical mixed meal breakfast (2100 kJ) at 08:30 h after one full night of sleep and a simulated nightshift. Interstitial glucose was measured continuously during the entire study using Medtronic Continual Glucose Monitors. Only subjects with identical breakfast consumption and complete datasets were analysed (N = 20). Glucose data were averaged into 5-minute bins and area under the curve (AUC) was calculated for 90 min post-breakfast. Pre-breakfast, glucose levels were not significantly different between Day1 and Day2, nor were they different between snack groups (p > 0.05). A snack group by day interaction effect was found (F1,16 = 5.36, p = 0.034) and post-hocs revealed that in the big snack group, AUC response to breakfast was significantly higher following nightshift (Day2) compared to Day1 (p = 0.001). This translated to a 20.8% (SEM 5.6) increase. AUC was not significantly different between days in the small snack group. Consuming a big snack at 00:00 h impaired the glucose response to breakfast at 08:30 h, compared to a smaller snack. Further research in this area will inform dietary advice for shift workers, which could include recommendations on how much to eat as well as content.
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Affiliation(s)
- Stephanie Centofanti
- Sleep and Chronobiology Laboratory, University of South Australia, Adelaide, South Australia, Australia
| | - Jillian Dorrian
- Sleep and Chronobiology Laboratory, University of South Australia, Adelaide, South Australia, Australia
| | - Cassie Hilditch
- Sleep and Chronobiology Laboratory, University of South Australia, Adelaide, South Australia, Australia
| | - Crystal Grant
- Sleep and Chronobiology Laboratory, University of South Australia, Adelaide, South Australia, Australia
| | - Alison Coates
- Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, South Australia, Australia
| | - Siobhan Banks
- Sleep and Chronobiology Laboratory, University of South Australia, Adelaide, South Australia, Australia
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244
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The dichotomy between low frequency and delta waves in human sleep: A reappraisal. J Neurosci Methods 2018; 293:234-246. [DOI: 10.1016/j.jneumeth.2017.09.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Revised: 09/28/2017] [Accepted: 09/29/2017] [Indexed: 11/20/2022]
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245
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Soehner AM, Kaplan KA, Saletin JM, Talbot LS, Hairston IS, Gruber J, Eidelman P, Walker MP, Harvey AG. You'll feel better in the morning: slow wave activity and overnight mood regulation in interepisode bipolar disorder. Psychol Med 2018; 48:249-260. [PMID: 28625231 PMCID: PMC5736461 DOI: 10.1017/s0033291717001581] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND Sleep disturbances are prominent correlates of acute mood episodes and inadequate recovery in bipolar disorder (BD), yet the mechanistic relationship between sleep physiology and mood remains poorly understood. Using a series of pre-sleep mood inductions and overnight sleep recording, this study examined the relationship between overnight mood regulation and a marker of sleep intensity (non-rapid eye movement sleep slow wave activity; NREM SWA) during the interepisode phase of BD. METHODS Adults with interepisode BD type 1 (BD; n = 20) and healthy adult controls (CTL; n = 23) slept in the laboratory for a screening night, a neutral mood induction night (baseline), a happy mood induction night, and a sad mood induction night. NREM SWA (0.75-4.75 Hz) was derived from overnight sleep EEG recordings. Overnight mood regulation was evaluated using an affect grid pleasantness rating post-mood induction (pre-sleep) and the next morning. RESULTS Overnight mood regulation did not differ between groups following the sad or happy inductions. SWA did not significantly change for either group on the sad induction night compared with baseline. In BD only, SWA on the sad night was related to impaired overnight negative mood regulation. On the happy induction night, SWA increased relative to baseline in both groups, though SWA was not related to overnight mood regulation for either group. CONCLUSIONS These findings indicate that SWA disruption may play a role in sustaining negative mood state from the previous night in interepisode BD. However, positive mood state could enhance SWA in bipolar patients and healthy adults.
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Affiliation(s)
- A M Soehner
- Department of Psychiatry,University of Pittsburgh School of Medicine,Pittsburgh, PA,USA
| | - K A Kaplan
- Department of Psychiatry,Stanford University School of Medicine,Stanford, CA,USA
| | - J M Saletin
- Department of Psychiatry and Human Behavior,Alpert Medical School of Brown University,Providence, RI,USA
| | - L S Talbot
- San Francisco Veterans Affairs Medical Center,San Francisco, CA,USA
| | - I S Hairston
- School of Behavioral Sciences, Academic College of Tel Aviv - Jaffa,Jaffa,Israel
| | - J Gruber
- Department of Psychology,University of Colorado,Boulder, Boulder, CO,USA
| | - P Eidelman
- Cognitive Behavior Therapy and Science Center,Oakland, CA,USA
| | - M P Walker
- Department of Psychology,University of California,Berkeley, Berkeley, CA,USA
| | - A G Harvey
- Department of Psychology,University of California,Berkeley, Berkeley, CA,USA
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246
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Manganaro S, Loddenkemper T, Rotenberg A. The Need for Antiepileptic Drug Chronotherapy to Treat Selected Childhood Epilepsy Syndromes and Avert the Harmful Consequences of Drug Resistance. J Cent Nerv Syst Dis 2017; 9:1179573516685883. [PMID: 29308021 PMCID: PMC5751908 DOI: 10.1177/1179573516685883] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Accepted: 09/06/2016] [Indexed: 12/29/2022] Open
Abstract
Antiepileptic drug (AED) chronotherapy involves the delivery of a greater AED dose at the time of greatest seizure susceptibility usually associated with predictable seizure peaks. Although research has proven AED chronotherapy, commonly known as differential dosing, to be safe, well tolerated, and highly effective in managing cyclic seizure patterns in selected childhood epilepsies, conventional, equally divided AED dosing remains the standard of care. Differential dosing is more often applied in the emergency management of acute seizure clustering resulting from drug resistance-a harmful epilepsy-related consequence that affects 30% of children. Moreover, drug resistance is a major risk factor in status epilepticus and sudden, unexpected death in epilepsy. Although these facts should promote the wider use of differential dosing in selected cases, a credible hypothesis is needed that defines the differential dosing strategy and application in cyclic epilepsy and for the greater purpose of preventing harmful outcomes.
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247
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Helfrich RF, Mander BA, Jagust WJ, Knight RT, Walker MP. Old Brains Come Uncoupled in Sleep: Slow Wave-Spindle Synchrony, Brain Atrophy, and Forgetting. Neuron 2017; 97:221-230.e4. [PMID: 29249289 DOI: 10.1016/j.neuron.2017.11.020] [Citation(s) in RCA: 301] [Impact Index Per Article: 37.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Revised: 10/23/2017] [Accepted: 11/14/2017] [Indexed: 12/16/2022]
Abstract
The coupled interaction between slow-wave oscillations and sleep spindles during non-rapid-eye-movement (NREM) sleep has been proposed to support memory consolidation. However, little evidence in humans supports this theory. Moreover, whether such dynamic coupling is impaired as a consequence of brain aging in later life, contributing to cognitive and memory decline, is unknown. Combining electroencephalography (EEG), structural MRI, and sleep-dependent memory assessment, we addressed these questions in cognitively normal young and older adults. Directional cross-frequency coupling analyses demonstrated that the slow wave governs a precise temporal coordination of sleep spindles, the quality of which predicts overnight memory retention. Moreover, selective atrophy within the medial frontal cortex in older adults predicted a temporal dispersion of this slow wave-spindle coupling, impairing overnight memory consolidation and leading to forgetting. Prefrontal-dependent deficits in the spatiotemporal coordination of NREM sleep oscillations therefore represent one pathway explaining age-related memory decline.
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Affiliation(s)
- Randolph F Helfrich
- Helen Wills Neuroscience Institute, UC Berkeley, 132 Barker Hall, Berkeley, CA 94720, USA; Department of Psychology, University of Oslo, Forskningsveien 3A, 0373 Oslo, Norway.
| | - Bryce A Mander
- Department of Psychiatry and Human Behavior, UC Irvine, 101 The City Dr., Orange, CA 92868, USA; Department of Psychology, UC Berkeley, Tolman Hall, Berkeley, CA 94720, USA
| | - William J Jagust
- Helen Wills Neuroscience Institute, UC Berkeley, 132 Barker Hall, Berkeley, CA 94720, USA; Department of Psychology, UC Berkeley, Tolman Hall, Berkeley, CA 94720, USA
| | - Robert T Knight
- Helen Wills Neuroscience Institute, UC Berkeley, 132 Barker Hall, Berkeley, CA 94720, USA; Department of Psychology, UC Berkeley, Tolman Hall, Berkeley, CA 94720, USA
| | - Matthew P Walker
- Helen Wills Neuroscience Institute, UC Berkeley, 132 Barker Hall, Berkeley, CA 94720, USA; Department of Psychology, UC Berkeley, Tolman Hall, Berkeley, CA 94720, USA
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248
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A Comparison Study on Multidomain EEG Features for Sleep Stage Classification. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2017; 2017:4574079. [PMID: 29230239 PMCID: PMC5694609 DOI: 10.1155/2017/4574079] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Revised: 09/22/2017] [Accepted: 10/11/2017] [Indexed: 11/18/2022]
Abstract
Feature extraction from physiological signals of EEG (electroencephalogram) is an essential part for sleep staging. In this study, multidomain feature extraction was investigated based on time domain analysis, nonlinear analysis, and frequency domain analysis. Unlike the traditional feature calculation in time domain, a sequence merging method was developed as a preprocessing procedure. The objective is to eliminate the clutter waveform and highlight the characteristic waveform for further analysis. The numbers of the characteristic activities were extracted as the features from time domain. The contributions of features from different domains to the sleep stages were compared. The effectiveness was further analyzed by automatic sleep stage classification and compared with the visual inspection. The overnight clinical sleep EEG recordings of 3 patients after the treatment of Continuous Positive Airway Pressure (CPAP) were tested. The obtained results showed that the developed method can highlight the characteristic activity which is useful for both automatic sleep staging and visual inspection. Furthermore, it can be a training tool for better understanding the appearance of characteristic waveforms from raw sleep EEG which is mixed and complex in time domain.
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249
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Steinig J, Bazan A, Happe S, Antonetti S, Shevrin H. Processing of a Subliminal Rebus during Sleep: Idiosyncratic Primary versus Secondary Process Associations upon Awakening from REM- versus Non-REM-Sleep. Front Psychol 2017; 8:1955. [PMID: 29209244 PMCID: PMC5701931 DOI: 10.3389/fpsyg.2017.01955] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Accepted: 10/24/2017] [Indexed: 11/24/2022] Open
Abstract
Primary and secondary processes are the foundational axes of the Freudian mental apparatus: one horizontally as a tendency to associate, the primary process, and one vertically as the ability for perspective taking, the secondary process. Primary process mentation is not only supposed to be dominant in the unconscious but also, for example, in dreams. The present study tests the hypothesis that the mental activity during REM-sleep has more characteristics of the primary process, while during non-REM-sleep more secondary process operations take place. Because the solving of a rebus requires the ability to non-contexually condensate the literal reading of single stimuli into a new one, rebus solving is a primary process operation by excellence. In a replication of the dream-rebus study of Shevrin and Fisher (1967), a rebus, which consisted of an image of a comb (German: "Kamm") and an image of a raft (German: "Floß"), resulting in the German rebus word "kampflos" (Engl.: without a struggle), was flashed subliminally (at 1 ms) to 20 participants before going to sleep. Upon consecutive awakenings participants were asked for a dream report, free associations and an image description. Based on objective association norms, there were significantly more conceptual associations referring to Kamm and Floß indexing secondary process mentation when subjects were awakened from non-REM sleep as compared to REM-awakenings. There were not significantly more rebus associations referring to kampflos indexing primary process mentation when awakened from REM-sleep as compared to non-REM awakenings. However, when the associations were scored on the basis of each subject's individual norms, there was a rebus effect with more idiosyncratic rebus associations in awakenings after REM than after non-REM-sleep. Our results support the general idea that REM-sleep is characterized by primary process thinking, while non-REM-sleep mentation follows the rules of the secondary process.
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Affiliation(s)
- Jana Steinig
- Department of Psychosomatic Medicine, University of Leipzig, Leipzig, Germany
- Institute of Psychology and Cognition Research, University of Bremen, Bremen, Germany
- Department of Clinical Neurophysiology, Klinikum Bremen-Ost, University of Göttingen, Göttingen, Germany
| | - Ariane Bazan
- Faculté des Sciences Psychologiques et de l’Education, Service de Psychologie Clinique et Différentielle, Université Libre de Bruxelles, Brussels, Belgium
| | - Svenja Happe
- Department of Clinical Neurophysiology, Klinikum Bremen-Ost, University of Göttingen, Göttingen, Germany
- Department of Neurology, Klinik Maria Frieden, Telgte, Germany
| | - Sarah Antonetti
- Faculté des Sciences Psychologiques et de l’Education, Service de Psychologie Clinique et Différentielle, Université Libre de Bruxelles, Brussels, Belgium
| | - Howard Shevrin
- Department of Psychiatry, University of Michigan Medical Center, Ann Arbor, MI, United States
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250
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Perger E, Inami T, Lyons OD, Alshaer H, Smith S, Floras JS, Logan AG, Arzt M, Duran Cantolla J, Delgado D, Fitzpatrick M, Fleetham J, Kasai T, Kimoff RJ, Leung RS, Lorenzi Filho G, Mayer P, Mielniczuk L, Morrison DL, Parati G, Parthasarathy S, Redolfi S, Ryan CM, Series F, Tomlinson GA, Woo A, Bradley TD. Distinct Patterns of Hyperpnea During Cheyne-Stokes Respiration: Implication for Cardiac Function in Patients With Heart Failure. J Clin Sleep Med 2017; 13:1235-1241. [PMID: 29065956 PMCID: PMC5656472 DOI: 10.5664/jcsm.6788] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Revised: 08/15/2017] [Accepted: 08/16/2017] [Indexed: 01/06/2023]
Abstract
STUDY OBJECTIVES In heart failure (HF), we observed two patterns of hyperpnea during Cheyne-Stokes respiration with central sleep apnea (CSR-CSA): a positive pattern where end-expiratory lung volume remains at or above functional residual capacity, and a negative pattern where it falls below functional residual capacity. We hypothesized the negative pattern is associated with worse HF. METHODS Patients with HF underwent polysomnography. During CSR-CSA, hyperpnea, apnea-hyperpnea cycle, and lung to finger circulation times (LFCT) were measured. Plasma N-terminal prohormone of brain natriuretic peptide (NT-proBNP) concentration and left ventricular ejection fraction (LVEF) were assessed. RESULTS Of 33 patients with CSR-CSA (31 men, mean age 68 years), 9 had a negative hyperpnea pattern. There was no difference in age, body mass index, and apnea-hypopnea index between groups. Patients with a negative pattern had longer hyperpnea time (39.5 ± 6.4 versus 25.8 ± 5.9 seconds, P < .01), longer cycle time (67.8 ± 15.9 versus 51.7 ± 9.9 seconds, P < .01), higher NT-proBNP concentrations (2740 [6769] versus 570 [864] pg/ml, P = .01), and worse New York Heart Association class (P = .02) than those with a positive pattern. LFCT and LVEF did not differ between groups. CONCLUSIONS Patients with HF and a negative CSR-CSA pattern have evidence of worse cardiac function than those with a positive pattern. Greater positive expiratory pressure during hyperpnea is likely generated during the negative pattern and might support stroke volume in patients with worse cardiac function. COMMENTARY A commentary on this article appears in this issue on page 1227. CLINICAL TRIAL REGISTRATION The trial is registered with Current Controlled Trials (www.controlled-trials.com; ISRCTN67500535) and Clinical Trials (www.clinicaltrials.gov; NCT01128816).
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Affiliation(s)
- Elisa Perger
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
- Centre for Sleep Medicine and Circadian Biology of the University of Toronto, Toronto, Ontario, Canada
| | - Toru Inami
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
- Centre for Sleep Medicine and Circadian Biology of the University of Toronto, Toronto, Ontario, Canada
| | - Owen D. Lyons
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
- Centre for Sleep Medicine and Circadian Biology of the University of Toronto, Toronto, Ontario, Canada
| | - Hisham Alshaer
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Stephanie Smith
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
| | - John S. Floras
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Alexander G. Logan
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Michael Arzt
- Universitätsklinikum Regensburg, Regensburg, Germany
| | | | - Diego Delgado
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
| | | | - John Fleetham
- Vancouver General Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - R. John Kimoff
- McGill University Health Centre, Montreal, Quebec, Canada
| | | | | | - Pierre Mayer
- Hôpital Hôtel-Dieu du CHUM, Université de Montréal, Montreal, Quebec, Canada
| | - Lisa Mielniczuk
- University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | | | | | | | | | - Clodagh M. Ryan
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
- Centre for Sleep Medicine and Circadian Biology of the University of Toronto, Toronto, Ontario, Canada
| | - Frederic Series
- Institut Universitaire de Cardiologie et de Pneumologie de Québec, Quebec City, Quebec, Canada
| | | | - Anna Woo
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
| | - T. Douglas Bradley
- University Health Network/Mount Sinai Hospital, Toronto, Ontario, Canada
- Centre for Sleep Medicine and Circadian Biology of the University of Toronto, Toronto, Ontario, Canada
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