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Thieux M, Guyon A, Seugnet L, Franco P. Salivary α-amylase as a marker of sleep disorders: A theoretical review. Sleep Med Rev 2024; 74:101894. [PMID: 38157687 DOI: 10.1016/j.smrv.2023.101894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 12/04/2023] [Accepted: 12/14/2023] [Indexed: 01/03/2024]
Abstract
Sleep disorders are commonplace in our modern societies. Specialized hospital departments are generally overloaded, and sleep assessment is an expensive process in terms of equipment, human resources, and time. Biomarkers would usefully complement current measures in the screening and follow-up of sleep disorders and their daytime repercussions. Among salivary markers, a growing body of literature suggests that salivary α-amylase (sAA) may be a cross-species marker of sleep debt. However, there is no consensus as to the direction of variation in sAA with sleep disorders. Herein, after describing the mechanisms of sAA secretion and its relationship with stress, studies assessing the relationship between sAA and sleep parameters are reviewed. Finally, the influence of confounding factors is discussed, along with methodological considerations, to better understand the fluctuations in sAA and facilitate future studies in the field.
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Affiliation(s)
- Marine Thieux
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM, Lyon, France.
| | - Aurore Guyon
- Pediatric Sleep Unit and CRMR Narcolepsie-Hypersomnies Rares, Department of Pediatric Clinical Epileptology, Sleep Disorders and Functional Neurology, Hôpital Femme Mère Enfant, Hospices Civils de Lyon, Lyon, France
| | - Laurent Seugnet
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM, Lyon, France
| | - Patricia Franco
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM, Lyon, France; Pediatric Sleep Unit and CRMR Narcolepsie-Hypersomnies Rares, Department of Pediatric Clinical Epileptology, Sleep Disorders and Functional Neurology, Hôpital Femme Mère Enfant, Hospices Civils de Lyon, Lyon, France
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Jeppe K, Ftouni S, Nijagal B, Grant LK, Lockley SW, Rajaratnam SMW, Phillips AJK, McConville MJ, Tull D, Anderson C. Accurate detection of acute sleep deprivation using a metabolomic biomarker-A machine learning approach. SCIENCE ADVANCES 2024; 10:eadj6834. [PMID: 38457492 PMCID: PMC11094653 DOI: 10.1126/sciadv.adj6834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 02/02/2024] [Indexed: 03/10/2024]
Abstract
Sleep deprivation enhances risk for serious injury and fatality on the roads and in workplaces. To facilitate future management of these risks through advanced detection, we developed and validated a metabolomic biomarker of sleep deprivation in healthy, young participants, across three experiments. Bi-hourly plasma samples from 2 × 40-hour extended wake protocols (for train/test models) and 1 × 40-hour protocol with an 8-hour overnight sleep interval were analyzed by untargeted liquid chromatography-mass spectrometry. Using a knowledge-based machine learning approach, five consistently important variables were used to build predictive models. Sleep deprivation (24 to 38 hours awake) was predicted accurately in classification models [versus well-rested (0 to 16 hours)] (accuracy = 94.7%/AUC 99.2%, 79.3%/AUC 89.1%) and to a lesser extent in regression (R2 = 86.1 and 47.8%) models for within- and between-participant models, respectively. Metabolites were identified for replicability/future deployment. This approach for detecting acute sleep deprivation offers potential to reduce accidents through "fitness for duty" or "post-accident analysis" assessments.
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Affiliation(s)
- Katherine Jeppe
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- Cooperative Research Centre for Alertness, Safety and Productivity, Melbourne, Australia
| | - Suzanne Ftouni
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- Cooperative Research Centre for Alertness, Safety and Productivity, Melbourne, Australia
| | - Brunda Nijagal
- Metabolomics Australia, Bio21 Molecular Science and Biotechnology Institute, Parkville, Australia
| | - Leilah K. Grant
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- Cooperative Research Centre for Alertness, Safety and Productivity, Melbourne, Australia
- Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women’s Hospital, Boston, MA, USA
- Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA
| | - Steven W. Lockley
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- Cooperative Research Centre for Alertness, Safety and Productivity, Melbourne, Australia
- Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women’s Hospital, Boston, MA, USA
- Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA
| | - Shantha M. W. Rajaratnam
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- Cooperative Research Centre for Alertness, Safety and Productivity, Melbourne, Australia
- Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women’s Hospital, Boston, MA, USA
- Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA
| | - Andrew J. K. Phillips
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Malcolm J. McConville
- Metabolomics Australia, Bio21 Molecular Science and Biotechnology Institute, Parkville, Australia
| | - Dedreia Tull
- Metabolomics Australia, Bio21 Molecular Science and Biotechnology Institute, Parkville, Australia
| | - Clare Anderson
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- Cooperative Research Centre for Alertness, Safety and Productivity, Melbourne, Australia
- Centre for Human Brain Health, School of Psychology, University of Birmingham, Edgbaston, UK
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Martin VP, Lopez R, Dauvilliers Y, Rouas JL, Philip P, Micoulaud-Franchi JA. Sleepiness in adults: An umbrella review of a complex construct. Sleep Med Rev 2023; 67:101718. [PMID: 36455433 DOI: 10.1016/j.smrv.2022.101718] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 10/21/2022] [Accepted: 11/10/2022] [Indexed: 11/21/2022]
Abstract
Sleepiness involves many dimensions that require investigation. Since sleepiness is often defined operationally, we exhaustively inventoried all the assessment tools designed to measure it in an umbrella review, without any preconceptions, i.e. a review of reviews. We included all reviews and systematic reviews related to sleepiness assessment tools published up to March 2021. Three investigators independently assessed the eligibility of studies for inclusion and identified 36 relevant reviews. In total, 99 tools were identified and classified into 8 categories. We classified them depending on their category, their publication year and the number of mentions in the 36 included reviews. The 6 most frequently cited were the Epworth sleepiness scale, the multiple sleep latency test, the maintenance of wakefulness test, the Stanford sleepiness scale, the Karolinska sleepiness scale, and the psychomotor vigilance task. Despite the limitation that we may have missed some recently developed tools, this historical perspective on sleepiness measurement is a first step toward a better delineation of the different dimensions underlying the constructs of sleepiness, and will serve as a basis for further discussion in the clinical and research sleep community.
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Affiliation(s)
- Vincent P Martin
- Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, F-33400, Talence, France; Université de Bordeaux, SANPSY UMR 6033, F-33000, Bordeaux, France.
| | - Régis Lopez
- National Reference Center for Orphan Diseases, Narcolepsy, Idiopathic Hypersomnia and Kleine-Levin Syndrome, Sleep Disorders Center, Department of Neurology, Gui-de-Chauliac Hospital, CHU Montpellier, France; Institute for Neurosciences of Montpellier (INM), Montpellier University, INSERM, Montpellier, France
| | - Yves Dauvilliers
- National Reference Center for Orphan Diseases, Narcolepsy, Idiopathic Hypersomnia and Kleine-Levin Syndrome, Sleep Disorders Center, Department of Neurology, Gui-de-Chauliac Hospital, CHU Montpellier, France; Institute for Neurosciences of Montpellier (INM), Montpellier University, INSERM, Montpellier, France
| | - Jean-Luc Rouas
- Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, F-33400, Talence, France
| | - Pierre Philip
- Service de Médecine Universitaire du sommeil, CHU de Bordeaux, Place Amélie Raba-Leon, Bordeaux, France; Université de Bordeaux, SANPSY UMR 6033, F-33000, Bordeaux, France
| | - Jean-Arthur Micoulaud-Franchi
- Service de Médecine Universitaire du sommeil, CHU de Bordeaux, Place Amélie Raba-Leon, Bordeaux, France; Université de Bordeaux, SANPSY UMR 6033, F-33000, Bordeaux, France.
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Thieux M, Guyon A, Herbillon V, Merle L, Lachaux JP, Plancoulaine S, Seugnet L, Franco P. Interest of the BLAST paradigm and salivary markers for the evaluation of sleepiness in drivers. Front Neurosci 2022; 16:991528. [PMID: 36161153 PMCID: PMC9490274 DOI: 10.3389/fnins.2022.991528] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 08/22/2022] [Indexed: 11/16/2022] Open
Abstract
Objectives Sleepiness is associated with decreased cognitive abilities and remains one of the main causes of fatal road accidents. The tools currently available to assess sleepiness, such as questionnaires, are subject to intra- and inter-individual variability, while multiple sleep latency tests are only feasible in few sleep laboratories. The main objective of this study was to explore new potential markers (neurocognitive, biological) to objectively assess sleepiness in drivers. Methods A total of 186 drivers (median age 44 years, range 20–74 years, 73% men, 14% obese) were included during a break at a highway service area, in the morning, while on the road for vacation. Questionnaires on sleepiness and sleep characteristics (habitual and on the night before travel), the Bron-Lyon Attention Stability Test (BLAST), and two salivary samples (α-amylase and oxalate) were collected. Associations between measures of sleepiness [Epworth Sleepiness Scale (ESS), and Stanford Sleepiness Scale (SSS)], sleep characteristics, neurocognitive, and biological markers were tested using regression models adjusted for confounding factors. Results The night before travel, 83% of the drivers reduced their sleep time and 30% slept 5 h or less. The higher the number of miles to be traveled, the higher the decrease, and the shorter the sleep time. The night before travel, 18 and 24% of the drivers complained of poor sleep quality and difficulty falling asleep. The sleep characteristics on the night before travel were associated with the habitual sleep characteristics. At the time of the test, 47% of the drivers scored pathologically on the SSS. Poor sleep quality and difficulty falling asleep the night before travel were associated with increased sleepiness as assessed by the SSS and decreased attentional ability as assessed by the BLAST. No association between salivary markers and acute sleepiness was observed. Conclusions The sleep characteristics of the night before travel were associated with sleepiness and attentional performance. The SSS and the BLAST could be used by individual drivers in a self-evaluation context. Biological markers showed a high variability and limited association with sleep parameters across subjects, emphasizing the need for within-subject designs to assess their usefulness.
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Affiliation(s)
- Marine Thieux
- Centre de Recherche en Neurosciences de Lyon (CRNL), Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France
- Centre de Référence Maladies Rares (CRMR) Narcolepsie-Hypersomnies Rares, Hôpital Femme-Mère-Enfant, Hospices Civils de Lyon (HCL), Lyon, France
| | - Aurore Guyon
- Centre de Référence Maladies Rares (CRMR) Narcolepsie-Hypersomnies Rares, Hôpital Femme-Mère-Enfant, Hospices Civils de Lyon (HCL), Lyon, France
| | - Vania Herbillon
- Centre de Recherche en Neurosciences de Lyon (CRNL), Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France
- Centre de Référence Maladies Rares (CRMR) Narcolepsie-Hypersomnies Rares, Hôpital Femme-Mère-Enfant, Hospices Civils de Lyon (HCL), Lyon, France
| | - Lydie Merle
- Centre de Recherche en Neurosciences de Lyon (CRNL), Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France
| | - Jean-Philippe Lachaux
- Centre de Recherche en Neurosciences de Lyon (CRNL), Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France
| | | | - Laurent Seugnet
- Centre de Recherche en Neurosciences de Lyon (CRNL), Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France
| | - Patricia Franco
- Centre de Recherche en Neurosciences de Lyon (CRNL), Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France
- Centre de Référence Maladies Rares (CRMR) Narcolepsie-Hypersomnies Rares, Hôpital Femme-Mère-Enfant, Hospices Civils de Lyon (HCL), Lyon, France
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Pundir M, Papagerakis S, De Rosa MC, Chronis N, Kurabayashi K, Abdulmawjood S, Prince MEP, Lobanova L, Chen X, Papagerakis P. Emerging biotechnologies for evaluating disruption of stress, sleep, and circadian rhythm mechanism using aptamer-based detection of salivary biomarkers. Biotechnol Adv 2022; 59:107961. [DOI: 10.1016/j.biotechadv.2022.107961] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 03/30/2022] [Accepted: 04/09/2022] [Indexed: 12/26/2022]
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Lipponen M, Hallikainen V, Kilpeläinen P. Effects of Nature-Based Intervention in Occupational Health Care on Stress – A Finnish Pilot Study Comparing Stress Evaluation Methods. J Multidiscip Healthc 2022; 15:577-593. [PMID: 35378740 PMCID: PMC8976576 DOI: 10.2147/jmdh.s353168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 02/28/2022] [Indexed: 12/20/2022] Open
Abstract
Purpose To assess methodology and its limitations for measuring effects of nature-based intervention (NBI). Patients and Methods Participants were 11 middle-aged female health care workers with lowered capacity to work. NBI included six group appointments in six months study period. Heart rate variability (HRV) and self-reported pain and work exhaustion were measured pre-post study period. Salivary α-amylase samples were collected immediately before and after three individual interventions. Salivary cortisol samples were collected on the same three interventions, on three consecutive days starting from the day of intervention, to assess (a) month effect (pre-post study period) and (b) day effect (intervention day vs non-intervention day). Results Individual interventions resulted in increase in α-amylase activity. However, the average fold increase decreased from the 3.05 ± 1.20 of the first intervention to 1.91 ± 1.00 and 1.46 ± 0.77 in the second and third intervention, respectively (p < 0.001). Cortisol concentrations were lower on intervention days vs non-intervention days, the difference being indicative (p = 0.050). Pain and work exhaustion decreased during the study period, as well as HRV, although any of these changes was not statistically significant. Conclusion For a large-scale study, it would be ideal to select assays for both major pathways: hypothalamic-pituitary-adrenal axis can be measured by cortisol, whereas response via autonomic nervous system can be measured by HRV, when roles of sympathetic and parasympathetic nervous systems can be pinpointed separately. Salivary α-amylase can be used when continuous monitoring is not possible. Psychological well-being of participants should be surveyed, as well as their activities and moods on sampling days recorded.
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Affiliation(s)
- Maija Lipponen
- Unit of Bioeconomy and Environment, Natural Resources Institute Finland, Paltamo, Finland
- Correspondence: Maija Lipponen, Unit of Bioeconomy and Environment, Natural Resources Institute Finland, Manamansalontie 90, Paltamo, FI-88300, Finland, Tel +35 8295322024, Email
| | - Ville Hallikainen
- Unit of Natural Resources, Natural Resources Institute Finland, Rovaniemi, Finland
| | - Pekka Kilpeläinen
- Unit of Measurement Technology, Kajaani University Consortium, University of Oulu, Kajaani, Finland
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Gomez-Merino D, Drogou C, Debellemaniere E, Erblang M, Dorey R, Guillard M, Van Beers P, Thouard M, Masson R, Sauvet F, Leger D, Bougard C, Arnal PJ, Rabat A, Chennaoui M. Strategies to Limit Cognitive Impairments under Sleep Restriction: Relationship to Stress Biomarkers. Brain Sci 2022; 12:brainsci12020229. [PMID: 35203992 PMCID: PMC8869873 DOI: 10.3390/brainsci12020229] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 01/29/2022] [Accepted: 02/04/2022] [Indexed: 02/01/2023] Open
Abstract
Adding relaxation techniques during nap or auditory stimulation of EEG slow oscillation (SO) during nighttime sleep may limit cognitive impairments in sleep-deprived subjects, potentially through alleviating stress-releasing effects. We compared daytime sleepiness, cognitive performances, and salivary stress biomarker responses in 11 volunteers (aged 18–36) who underwent 5 days of sleep restriction (SR, 3 h per night, with 30 min of daily nap) under three successive conditions: control (SR-CT), relaxation techniques added to daily nap (SR-RT), and auditory stimulation of sleep slow oscillations (SO) during nighttime sleep (SR-NS). Test evaluation was performed at baseline (BASE), the fifth day of chronic SR (SR5), and the third and fifth days after sleep recovery (REC3, REC5, respectively). At SR5, less degradation was observed for percentage of commission errors in the executive Go–noGo inhibition task in SR-RT condition compared to SR-CT, and for sleepiness score in SR-NS condition compared both to SR-CT and SR-RT. Beneficial effects of SR-RT and SR-NS were additionally observed on these two parameters and on salivary α-amylase (sAA) at REC3 and REC5. Adding relaxation techniques to naps may help performance in inhibition response, and adding nocturnal auditory stimulation of SO sleep may benefit daytime sleepiness during sleep restriction with persistent effects during recovery. The two strategies activated the autonomic nervous system, as shown by the sAA response.
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Affiliation(s)
- Danielle Gomez-Merino
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
- Correspondence: (D.G.-M.); (M.C.)
| | - Catherine Drogou
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
| | - Eden Debellemaniere
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
- Dreem SAS, 75009 Paris, France;
| | - Mégane Erblang
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
| | - Rodolphe Dorey
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
| | - Mathias Guillard
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
| | - Pascal Van Beers
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
| | | | - Robin Masson
- Ecole du Val de Grace, 75005 Paris, France; (M.T.); (R.M.)
| | - Fabien Sauvet
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
| | - Damien Leger
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
- Centre du Sommeil et de la Vigilance, APHP, Hôpital Hôtel-Dieu, 75004 Paris, France
| | - Clément Bougard
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
| | | | - Arnaud Rabat
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
| | - Mounir Chennaoui
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées (IRBA), 91223 Bretigny-sur-Orge, France; (C.D.); (E.D.); (M.E.); (R.D.); (M.G.); (P.V.B.); (F.S.); (C.B.); (A.R.)
- VIgilance FAtigue SOMmeil et Santé Publique, Université de Paris, 75004 Paris, France;
- Correspondence: (D.G.-M.); (M.C.)
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Caffeine may disrupt the impact of real-time drowsiness on cognitive performance: a double-blind, placebo-controlled small-sample study. Sci Rep 2021; 11:4027. [PMID: 33597580 PMCID: PMC7889923 DOI: 10.1038/s41598-021-83504-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 01/29/2021] [Indexed: 01/20/2023] Open
Abstract
Caffeine is widely used to promote alertness and cognitive performance under challenging conditions, such as sleep loss. Non-digestive modes of delivery typically reduce variability of its effect. In a placebo-controlled, 50-h total sleep deprivation (TSD) protocol we administered four 200 mg doses of caffeine-infused chewing-gum during night-time circadian trough and monitored participants' drowsiness during task performance with infra-red oculography. In addition to the expected reduction of sleepiness, caffeine was found to disrupt its degrading impact on performance errors in tasks ranging from standard cognitive tests to simulated driving. Real-time drowsiness data showed that caffeine produced only a modest reduction in sleepiness (compared to our placebo group) but substantial performance gains in vigilance and procedural decisions, that were largely independent of the actual alertness dynamics achieved. The magnitude of this disrupting effect was greater for more complex cognitive tasks.
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Kaduk SI, Roberts APJ, Stanton NA. The circadian effect on psychophysiological driver state monitoring. THEORETICAL ISSUES IN ERGONOMICS SCIENCE 2020. [DOI: 10.1080/1463922x.2020.1842548] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Sylwia I. Kaduk
- Human Factors Engineering, Transportation Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton, United Kingdom
| | - Aaron P. J. Roberts
- Human Factors Engineering, Transportation Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton, United Kingdom
| | - Neville A. Stanton
- Human Factors Engineering, Transportation Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton, United Kingdom
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10
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Bougard C, VanBeers P, Sauvet F, Drogou C, Guillard M, Dorey R, Gomez-Merino D, Dauguet J, Takillah S, Espié S, Chennaoui M, Léger D. Motorcycling performance and sleepiness during an extended ride on a dynamic simulator: relationship with stress biomarkers. Physiol Meas 2020; 41:104004. [PMID: 33164915 DOI: 10.1088/1361-6579/abb75e] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Powered two-wheelers (PTW) make up a large proportion of fatal accidents. The aim of this study was to investigate the effects of time-of-day and total sleep deprivation (SD) on simulated motorcycling performance during extended riding sessions (60 min), while evaluating stress mechanisms. APPROACH A total of 16 healthy males participated in four simulated motorcycling sessions at 07:00, 11:00, 15:00 and 19:00, including city (8 min), country (2 min) and highway pathways (40 min), after a normal night of sleep and after total SD (30 h), in a randomized counterbalanced order. The recorded motorcycle parameters included: variation of lateral position, number of inappropriate line crossings (ILC), falls, riding errors, speed and speed limit violations. Subject parameters included the number of microsleeps in each pathway, the number of lapses during the 3-min psychomotor vigilance task (PVT-Brief version), and the Karolinska sleepiness scale (KSS) score. Saliva samples were used to assess cortisol (sC), α-amylase (sAA), and chromogranin-A (sCgA). ANOVAs and Pearson's correlation analysis were performed between these variables. MAIN RESULTS Most parameters were influenced by an interaction effect between 'Motorcycling pathways' × 'SD' (speed (p < 0.05), legal speed violations (p < 0.01), variation of lateral position (p < 0.001), falls (p < 0.001), EEG-microsleeps (p < 005)). An interaction effect between 'SD' × 'Time-of-day' influenced the number of ILCs (p < 0.01), sC (p < 0.05) and sCgA (p < 0.05) levels. SD affected KSS scores (p < 0.001) and PVT lapses (p < 0.05). The highest disturbances were associated with highway motorcycling simulation. SIGNIFICANCE Sleepiness due to circadian or SD and fatigue effects significantly affect riding and increase the risks involved with PTWs. The activation of both stress systems seems not sufficient to alleviate these deleterious effects.
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Affiliation(s)
- C Bougard
- French Armed Forces Biomedical Research Institute (IRBA), Fatigue and Vigilance Unit, Brétigny sur Orge, France. Université de Paris, VIFASOM EA 7330, Vigilance Fatigue Sommeil et Santé Publique, Paris, France. GroupePSA, Centre technique de Vélizy, Vélizy-Villacoublay, Cedex, France
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11
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Kordestani-Moghadam P, Nasehi M, Vaseghi S, Khodagholi F, Zarrindast MR. The role of sleep disturbances in depressive-like behavior with emphasis on α-ketoglutarate dehydrogenase activity in rats. Physiol Behav 2020; 224:113023. [PMID: 32574661 DOI: 10.1016/j.physbeh.2020.113023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 06/01/2020] [Accepted: 06/19/2020] [Indexed: 02/06/2023]
Abstract
Sleep disorders may induce anxiety- and depressive-like behaviors. Furthermore, sleep disorders can alter the function of α-KGDH (α-ketoglutarate dehydrogenase), which is involved in the citric acid cycle. In this study, we evaluated the effect of two models of sleep deprivation (SD) including total SD (TSD) and partial SD (PSD), and two models of napping combined with each models of SD on rats' performance in Forced Swim Test (FST) and α-KGDH activity in both hemispheres of the amygdala. 64 male Wistar rats were used in this study. A modified water box was also used to induce SD. The results showed that, immobility was increased in 48-hour PSD group, indicating a possible depressive-like behavior. Swimming time was also increased following 48-hour TSD. However, climbing time was decreased in 48-hour PSD/TSD groups. Additionally, α-KGDH activity was increased in the left amygdala in 48-hour TSD and PSD groups. In conclusion, PSD may increase depressive-like behavior. TSD and PSD can decrease swimming time but increase climbing time, and these effects may be related to serotonergic and noradrenergic transmissions, respectively. Increase in α-KGDH activity in the left amygdala may be related to the brain's need for more energy during prolonged wakefulness. α-KGDH activity in the right amygdala was unaffected probably due to a decrease in alertness following SD.
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Affiliation(s)
| | - Mohammad Nasehi
- Cognitive and Neuroscience Research Center (CNRC), Amir-Almomenin Hospital, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
| | - Salar Vaseghi
- Cognitive and Neuroscience Research Center (CNRC), Amir-Almomenin Hospital, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Institute for Cognitive Science Studies (ICSS), Tehran, Iran
| | - Fariba Khodagholi
- Neuroscience Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad-Reza Zarrindast
- Institute for Cognitive Science Studies (ICSS), Tehran, Iran; Department of Pharmacology School of Medicine, Tehran University of Medical Sciences, Tehran, Iran; Department of Neuroendocrinology Endocrinology and Metabolism Research Institute, Tehran University of Medical Sciences, Tehran, Iran
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12
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Pajcin M, White JM, Banks S, Dorrian J, Paech GM, Grant CL, Johnson K, Tooley K, Aidman E, Fidock J, Kamimori GH, Della Vedova CB. Effects of strategic early-morning caffeine gum administration on association between salivary alpha-amylase and neurobehavioural performance during 50 h of sleep deprivation. ACCIDENT; ANALYSIS AND PREVENTION 2019; 126:160-172. [PMID: 29402402 DOI: 10.1016/j.aap.2018.01.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Revised: 01/18/2018] [Accepted: 01/18/2018] [Indexed: 06/07/2023]
Abstract
Self-assessment is the most common method for monitoring performance and safety in the workplace. However, discrepancies between subjective and objective measures have increased interest in physiological assessment of performance. In a double-blind placebo-controlled study, 23 healthy adults were randomly assigned to either a placebo (n = 11; 5 F, 6 M) or caffeine condition (n = 12; 4 F, 8 M) while undergoing 50 h (i.e. two days) of total sleep deprivation. In previous work, higher salivary alpha-amylase (sAA) levels were associated with improved psychomotor vigilance and simulated driving performance in the placebo condition. In this follow-up article, the effects of strategic caffeine administration on the previously reported diurnal profiles of sAA and performance, and the association between sAA and neurobehavioural performance were investigated. Participants were given a 10 h baseline sleep opportunity (monitored via standard polysomnography techniques) prior to undergoing sleep deprivation (total sleep time: placebo = 8.83 ± 0.48 h; caffeine = 9.01 ± 0.48 h). During sleep deprivation, caffeine gum (200 mg) was administered at 01:00 h, 03:00 h, 05:00 h, and 07:00 h to participants in the caffeine condition (n = 12). This strategic administration of caffeine gum (200 mg) has been shown to be effective at maintaining cognitive performance during extended wakefulness. Saliva samples were collected, and psychomotor vigilance and simulated driving performance assessed at three-hour intervals throughout wakefulness. Caffeine effects on diurnal variability were compared with previously reported findings in the placebo condition (n = 11). The impact of caffeine on the circadian profile of sAA coincided with changes in neurobehavioural performance. Higher sAA levels were associated with improved performance on the psychomotor vigilance test during the first 24 h of wakefulness in the caffeine condition. However, only the association between sAA and response speed (i.e. reciprocal-transform of mean reaction time) was consistent across both days of sleep deprivation. The association between sAA and driving performance was not consistent across both days of sleep deprivation. Results show that the relationship between sAA and reciprocal-transform of mean reaction time on the psychomotor vigilance test persisted in the presence of caffeine, however the association was relatively weaker as compared with the placebo condition.
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Affiliation(s)
- Maja Pajcin
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, SA, AUS.
| | - Jason M White
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, SA, AUS
| | - Siobhan Banks
- Centre for Sleep Research, University of South Australia, Magill, SA, AUS
| | - Jill Dorrian
- Centre for Sleep Research, University of South Australia, Magill, SA, AUS
| | - Gemma M Paech
- Centre for Sleep Research, University of South Australia, Magill, SA, AUS
| | - Crystal L Grant
- Centre for Sleep Research, University of South Australia, Magill, SA, AUS
| | - Kayla Johnson
- Land Division, Defence Science and Technology Group, Department of Defence, Edinburgh, SA, AUS
| | - Katie Tooley
- Land Division, Defence Science and Technology Group, Department of Defence, Edinburgh, SA, AUS
| | - Eugene Aidman
- Land Division, Defence Science and Technology Group, Department of Defence, Edinburgh, SA, AUS
| | - Justin Fidock
- Land Division, Defence Science and Technology Group, Department of Defence, Edinburgh, SA, AUS
| | - Gary H Kamimori
- Behavioral Biology Branch, Walter Reed Army Institute for Research, Silver Springs, MD, USA
| | - Chris B Della Vedova
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, SA, AUS
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13
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Salivary levels of alpha-amylase are associated with neurobehavioral alertness during extended wakefulness, but not simulated night-shift work. Physiol Behav 2019; 204:1-9. [DOI: 10.1016/j.physbeh.2019.02.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 02/04/2019] [Accepted: 02/04/2019] [Indexed: 11/17/2022]
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14
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Klaus K, Doerr JM, Strahler J, Skoluda N, Linnemann A, Nater UM. Poor night's sleep predicts following day's salivary alpha-amylase under high but not low stress. Psychoneuroendocrinology 2019; 101:80-86. [PMID: 30428443 DOI: 10.1016/j.psyneuen.2018.10.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 10/26/2018] [Accepted: 10/26/2018] [Indexed: 01/20/2023]
Abstract
Although sleep is linked to physiological stress systems like the autonomic nervous system (ANS), research is still limited regarding night-and-day interactions between nocturnal sleep characteristics, stress, and diurnal parameters of salivary alpha-amylase (sAA) as a surrogate marker of ANS activity. Fifty healthy university students rated their chronic stress burden and completed two five-day periods of ecological momentary assessment - under everyday conditions of both low stress (beginning of semester) and high stress (final examination preparation). Participants collected saliva six times daily and reported on the previous night's sleep (quality, latency, duration, disturbances) immediately after awakening. Additionally, a sub-sample wore actigraphs recording 'time in bed'. In contrast to previous assumptions, poor sleep predicted lower sAA awakening values, more decreased awakening responses, and steeper diurnal slopes the following day only under high stress, but not under low stress. Diurnal sAA parameters did not predict the following night's sleep characteristics. The sAA profile does not seem to be sensitive to everyday occurring sleep variations, but rather seems to be an indicator of more prolonged stress induced ANS dysregulation.
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Affiliation(s)
- Kristina Klaus
- Clinical Biopsychology, Department of Psychology, University of Marburg, Gutenbergstrasse 18, 35032, Marburg, Germany.
| | - Johanna M Doerr
- Clinical Biopsychology, Department of Psychology, University of Marburg, Gutenbergstrasse 18, 35032, Marburg, Germany
| | - Jana Strahler
- Psychotherapy and Systems Neuroscience, Department of Psychology and Sport Science, University of Giessen, Otto-Behaghel-Strasse 10H, 35394, Giessen, Germany
| | - Nadine Skoluda
- Clinical Psychology, Department of Psychology, University of Vienna, Liebiggasse 5, 1010, Vienna, Austria
| | - Alexandra Linnemann
- Department of Psychiatry and Psychotherapy, University Medical Center Mainz, Untere Zahlbacher Strasse 8, 55131, Mainz, Germany
| | - Urs M Nater
- Clinical Psychology, Department of Psychology, University of Vienna, Liebiggasse 5, 1010, Vienna, Austria.
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15
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Fuentes S, Caetano G, Léger D. Les marqueurs physiologiques et biologiques de la privation de sommeil dans le contexte du travail posté de nuit. ARCH MAL PROF ENVIRO 2018. [DOI: 10.1016/j.admp.2018.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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16
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Schwarz J, Gerhardsson A, van Leeuwen W, Lekander M, Ericson M, Fischer H, Kecklund G, Åkerstedt T. Does sleep deprivation increase the vulnerability to acute psychosocial stress in young and older adults? Psychoneuroendocrinology 2018; 96:155-165. [PMID: 29982098 DOI: 10.1016/j.psyneuen.2018.06.003] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 05/30/2018] [Accepted: 06/02/2018] [Indexed: 12/17/2022]
Abstract
Sleep loss and psychosocial stress often co-occur in today's society, but there is limited knowledge on the combined effects. Therefore, this experimental study investigated whether one night of sleep deprivation affects the response to a psychosocial challenge. A second aim was to examine if older adults, who may be less affected by both sleep deprivation and stress, react differently than young adults. 124 young (18-30 years) and 94 older (60-72 years) healthy adults participated in one of four conditions: i. normal night sleep & Placebo-Trier Social Stress Test (TSST), ii. normal night sleep & Trier Social Stress Test, iii. sleep deprivation & Placebo-TSST, iv. sleep deprivation & TSST. Subjective stress ratings, heart rate variability (HRV), salivary alpha amylase (sAA) and cortisol were measured throughout the protocol. At the baseline pre-stress measurement, salivary cortisol and subjective stress values were higher in sleep deprived than in rested participants. However, the reactivity to and recovery from the TSST was not significantly different after sleep deprivation for any of the outcome measures. Older adults showed higher subjective stress, higher sAA and lower HRV at baseline, indicating increased basal autonomic activity. Cortisol trajectories and HRV slightly differed in older adults compared with younger adults (regardless of the TSST). Moreover, age did not moderate the effect of sleep deprivation. Taken together, the results show increased stress levels after sleep deprivation, but do not confirm the assumption that one night of sleep deprivation increases the responsivity to an acute psychosocial challenge.
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Affiliation(s)
- Johanna Schwarz
- Stress Research Institute, Stockholm University, Sweden; Department of Clinical Neuroscience, Karolinska Institute, Sweden.
| | - Andreas Gerhardsson
- Stress Research Institute, Stockholm University, Sweden; Department of Psychology, Stockholm University, Sweden
| | | | - Mats Lekander
- Stress Research Institute, Stockholm University, Sweden; Department of Clinical Neuroscience, Karolinska Institute, Sweden
| | - Mats Ericson
- Division of Ergonomics, CBH-School, Royal Institute of Technology, Sweden
| | - Håkan Fischer
- Department of Psychology, Stockholm University, Sweden
| | - Göran Kecklund
- Stress Research Institute, Stockholm University, Sweden; Department of Clinical Neuroscience, Karolinska Institute, Sweden
| | - Torbjörn Åkerstedt
- Stress Research Institute, Stockholm University, Sweden; Department of Clinical Neuroscience, Karolinska Institute, Sweden
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17
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Gélinas P, McKinnon C, Gagnon F. Inhibitory activity towards human α-amylase in cereal foods. Lebensm Wiss Technol 2018. [DOI: 10.1016/j.lwt.2018.03.049] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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18
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Grant CL, Coates AM, Dorrian J, Paech GM, Pajcin M, Della Vedova C, Johnson K, Kamimori GH, Fidock J, Aidman E, Banks S. The impact of caffeine consumption during 50 hr of extended wakefulness on glucose metabolism, self-reported hunger and mood state. J Sleep Res 2018; 27:e12681. [DOI: 10.1111/jsr.12681] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 01/18/2018] [Accepted: 01/24/2018] [Indexed: 12/29/2022]
Affiliation(s)
- Crystal L. Grant
- Sleep and Chronobiology Laboratory; School of Psychology, Social Work and Social Policy; University of South Australia; Adelaide SA Australia
| | - Alison M. Coates
- Alliance for Research in Exercise, Nutrition and Activity; University of South Australia; Adelaide SA Australia
| | - Jillian Dorrian
- Sleep and Chronobiology Laboratory; School of Psychology, Social Work and Social Policy; University of South Australia; Adelaide SA Australia
| | - Gemma M. Paech
- Sleep and Chronobiology Laboratory; School of Psychology, Social Work and Social Policy; University of South Australia; Adelaide SA Australia
| | - Maja Pajcin
- School of Pharmacy and Medical Sciences; University of South Australia; Adelaide SA Australia
| | - Chris Della Vedova
- School of Pharmacy and Medical Sciences; University of South Australia; Adelaide SA Australia
| | - Kayla Johnson
- Defence Science and Technology (DST) Group; Adelaide SA Australia
| | - Gary H. Kamimori
- Behavioral Biology Branch; Walter Reed Army Institute for Research; Silver Spring MD USA
| | - Justin Fidock
- Defence Science and Technology (DST) Group; Adelaide SA Australia
| | - Eugene Aidman
- Defence Science and Technology (DST) Group; Adelaide SA Australia
| | - Siobhan Banks
- Sleep and Chronobiology Laboratory; School of Psychology, Social Work and Social Policy; University of South Australia; Adelaide SA Australia
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