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Mao T, Guo B, Quan P, Deng Y, Chai Y, Xu J, Jiang C, Zhang Q, Lu Y, Goel N, Basner M, Dinges DF, Rao H. Morning resting hypothalamus-dorsal striatum connectivity predicts individual differences in diurnal sleepiness accumulation. Neuroimage 2024; 299:120833. [PMID: 39233125 DOI: 10.1016/j.neuroimage.2024.120833] [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: 05/18/2024] [Revised: 08/26/2024] [Accepted: 09/02/2024] [Indexed: 09/06/2024] Open
Abstract
While the significance of obtaining restful sleep at night and maintaining daytime alertness is well recognized for human performance and overall well-being, substantial variations exist in the development of sleepiness during diurnal waking periods. Despite the established roles of the hypothalamus and striatum in sleep-wake regulation, the specific contributions of this neural circuit in regulating individual sleep homeostasis remain elusive. This study utilized resting-state functional magnetic resonance imaging (fMRI) and mathematical modeling to investigate the role of hypothalamus-striatum connectivity in subjective sleepiness variation in a cohort of 71 healthy adults under strictly controlled in-laboratory conditions. Mathematical modeling results revealed remarkable individual differences in subjective sleepiness accumulation patterns measured by the Karolinska Sleepiness Scale (KSS). Brain imaging data demonstrated that morning hypothalamic connectivity to the dorsal striatum significantly predicts the individual accumulation of subjective sleepiness from morning to evening, while no such correlation was observed for the hypothalamus-ventral striatum connectivity. These findings underscore the distinct roles of hypothalamic connectivity to the dorsal and ventral striatum in individual sleep homeostasis, suggesting that hypothalamus-dorsal striatum circuit may be a promising target for interventions mitigating excessive sleepiness and promoting alertness.
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Affiliation(s)
- Tianxin Mao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China
| | - Bowen Guo
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China
| | - Peng Quan
- Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA; Research Center for Quality of Life and Applied Psychology, Guangdong Medical University, Dongguan, China
| | - Yao Deng
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China; Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Ya Chai
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China; Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Jing Xu
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China; Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Caihong Jiang
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China
| | - Qingyun Zhang
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China
| | - Yingjie Lu
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China
| | - Namni Goel
- Biological Rhythms Research Laboratory, Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Mathias Basner
- Unit for Experimental Psychiatry, Division of Sleep and Chronobiology, Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - David F Dinges
- Unit for Experimental Psychiatry, Division of Sleep and Chronobiology, Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Hengyi Rao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai, China; Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA; Unit for Experimental Psychiatry, Division of Sleep and Chronobiology, Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA.
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2
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Guo B, Mao T, Tao R, Fu S, Deng Y, Liu Z, Wang M, Wang R, Zhao W, Chai Y, Jiang C, Rao H. Test-retest reliability and time-of-day variations of perfusion imaging at rest and during a vigilance task. Cereb Cortex 2024; 34:bhae212. [PMID: 38771245 DOI: 10.1093/cercor/bhae212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/19/2024] [Accepted: 05/09/2024] [Indexed: 05/22/2024] Open
Abstract
Arterial spin-labeled perfusion and blood oxygenation level-dependent functional MRI are indispensable tools for noninvasive human brain imaging in clinical and cognitive neuroscience, yet concerns persist regarding the reliability and reproducibility of functional MRI findings. The circadian rhythm is known to play a significant role in physiological and psychological responses, leading to variability in brain function at different times of the day. Despite this, test-retest reliability of brain function across different times of the day remains poorly understood. This study examined the test-retest reliability of six repeated cerebral blood flow measurements using arterial spin-labeled perfusion imaging both at resting-state and during the psychomotor vigilance test, as well as task-induced cerebral blood flow changes in a cohort of 38 healthy participants over a full day. The results demonstrated excellent test-retest reliability for absolute cerebral blood flow measurements at rest and during the psychomotor vigilance test throughout the day. However, task-induced cerebral blood flow changes exhibited poor reliability across various brain regions and networks. Furthermore, reliability declined over longer time intervals within the day, particularly during nighttime scans compared to daytime scans. These findings highlight the superior reliability of absolute cerebral blood flow compared to task-induced cerebral blood flow changes and emphasize the importance of controlling time-of-day effects to enhance the reliability and reproducibility of future brain imaging studies.
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Affiliation(s)
- Bowen Guo
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Tianxin Mao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Ruiwen Tao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Shanna Fu
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Yao Deng
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Zhihui Liu
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Mengmeng Wang
- Business School, NingboTech University, Ningbo 315199, China
| | - Ruosi Wang
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Weiwei Zhao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Ya Chai
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
- Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Caihong Jiang
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
| | - Hengyi Rao
- Center for Magnetic Resonance Imaging Research & Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai), School of Business and Management, Shanghai International Studies University, Shanghai 201620, China
- Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, Philadelphia, PA 19104, United States
- Unit for Experimental Psychiatry, Division of Sleep and Chronobiology, Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, United States
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Redondo B, Serramito M, Vera J, Alguacil-Espejo M, Rubio-Martínez M, Molina R, Jiménez R. Diurnal Variation in Accommodation, Binocular Vergence, and Pupil Size. Optom Vis Sci 2023; 100:847-854. [PMID: 38019970 DOI: 10.1097/opx.0000000000002091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023] Open
Abstract
SIGNIFICANCE Our results show significant diurnal variations in accommodative function and the magnitude of the phoria. Therefore, when comparing visual measures in clinical or laboratory settings, performing the visual examination at the same time of day (±1 hour) is encouraged. PURPOSE The aim of this study was to evaluate the accommodation, binocular vergence, and pupil behavior on three different times during the day. METHODS Twenty collegiate students (22.8 ± 2.1 years) participated in this study. Participants visited the laboratory on three different days at 2-hourly intervals (morning, 9:00 to 11:00 am ; afternoon, 2:00 to 4:00 pm ; evening, 7:00 to 9:00 pm ). The binocular vergence and accommodative function were measured using clinical optometric procedures, and the accommodative response and pupil function were evaluated in binocular conditions using the WAM-5500 autorefractometer. RESULTS The accommodative amplitude for the right and left eyes showed statistically significant differences for the time interval ( P = .001 and P = .02, respectively), revealing higher accommodative amplitude in the morning and afternoon in comparison with the evening. Participants were more esophoric when assessed in the morning in comparison with the evening at far and near ( P = .02 and P = .01, respectively) and when assessed in the afternoon in comparison with the evening at far distance ( P = .02). The magnitude of accommodative response was higher in the morning, and it decreased throughout the day at 500 ( P < .001), 40 ( P = .05), and 20 cm ( P < .001). No statistically significant differences were obtained for any other variable. CONCLUSIONS This study shows small diurnal variations in some accommodative and binocular vergence parameters, but no effects were observed for the pupil response. These outcomes are of special relevance for eye care specialists when performing repeated accommodative or binocular vergence measures. However, the diurnal variations were modest and may not influence a routine orthoptic examination.
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Affiliation(s)
| | - María Serramito
- Ocupharm Research Group, Faculty of Optic and Optometry, University Complutense of Madrid, Madrid, Spain
| | | | - Marina Alguacil-Espejo
- CLARO (Clinical and Laboratory Applications of Research in Optometry) Research Group, Department of Optics, Faculty of Sciences, University of Granada, Spain
| | - Mercedes Rubio-Martínez
- CLARO (Clinical and Laboratory Applications of Research in Optometry) Research Group, Department of Optics, Faculty of Sciences, University of Granada, Spain
| | - Rubén Molina
- CLARO (Clinical and Laboratory Applications of Research in Optometry) Research Group, Department of Optics, Faculty of Sciences, University of Granada, Spain
| | - Raimundo Jiménez
- CLARO (Clinical and Laboratory Applications of Research in Optometry) Research Group, Department of Optics, Faculty of Sciences, University of Granada, Spain
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Xie T, Li M, Hao C, Peng Y, Luo W, Ma N. How the time-of-day affects the EEG signatures of vigilance fluctuation. Chronobiol Int 2023; 40:1059-1071. [PMID: 37605473 DOI: 10.1080/07420528.2023.2250439] [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: 01/23/2023] [Revised: 04/25/2023] [Accepted: 08/15/2023] [Indexed: 08/23/2023]
Abstract
Previous research suggested the homeostatic effect on the top-down control system as a major factor for daytime vigilance decrement, yet how it alters the cognitive processes of vigilance remains unclear. Using EEG, the current study measured the vigilance of 28 participants under three states: the morning, the midafternoon after napping and no-nap. The drift-diffusion model was applied to decompose vigilant reaction time into decision and non-decision components. From morning to midafternoon, vigilance declined during sustained wakefulness, but remained stable after midday napping. Increased sleep pressure negatively affected decision time and drift rate, but did not significantly alter the non-decision process. Frontocentral N2 amplitude decreased from morning to no-nap afternoon, associated with slowing decision time. In contrast, parietal P3 had no diurnal alterations during sustained wakefulness, but enhanced after napping. Pre-stimulus parietooccipital alpha power enhanced under high sleep pressure relative to low, accompanied by more lapses in no-nap vs. post-napping conditions. The homeostasis effect is a major contributor to daily vigilance fluctuation, specifically targeting top-down control processes during the pre-stimulus and decision-making stages. Under the influence of sleep homeostasis, the speed of decision-making declines with degradation in target monitoring from morning to afternoon, leading to post-noon vigilance decrement.
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Affiliation(s)
- Tian Xie
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents, South China Normal University, Ministry of Education, Guangzhou, China
- Center for Sleep Research, Center for Studies of Psychological Application, Guangdong Key Laboratory of Mental Health & Cognitive Science, School of Psychology, South China Normal University, Guangzhou, China
| | - Mingzhu Li
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents, South China Normal University, Ministry of Education, Guangzhou, China
- Center for Sleep Research, Center for Studies of Psychological Application, Guangdong Key Laboratory of Mental Health & Cognitive Science, School of Psychology, South China Normal University, Guangzhou, China
| | - Chao Hao
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents, South China Normal University, Ministry of Education, Guangzhou, China
- Center for Sleep Research, Center for Studies of Psychological Application, Guangdong Key Laboratory of Mental Health & Cognitive Science, School of Psychology, South China Normal University, Guangzhou, China
| | - Yudi Peng
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents, South China Normal University, Ministry of Education, Guangzhou, China
- Center for Sleep Research, Center for Studies of Psychological Application, Guangdong Key Laboratory of Mental Health & Cognitive Science, School of Psychology, South China Normal University, Guangzhou, China
| | - Wei Luo
- School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China
| | - Ning Ma
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents, South China Normal University, Ministry of Education, Guangzhou, China
- Center for Sleep Research, Center for Studies of Psychological Application, Guangdong Key Laboratory of Mental Health & Cognitive Science, School of Psychology, South China Normal University, Guangzhou, China
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5
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Roh T, Esomonu C, Hendricks J, Aggarwal A, Hasan NT, Benden M. Examining workweek variations in computer usage patterns: An application of ergonomic monitoring software. PLoS One 2023; 18:e0287976. [PMID: 37410732 PMCID: PMC10325041 DOI: 10.1371/journal.pone.0287976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 06/19/2023] [Indexed: 07/08/2023] Open
Abstract
Alternative work arrangements have emerged as potential solutions to enhance productivity and work-life balance. However, accurate and objective measurement of work patterns is essential to make decisions about adjusting work arrangements. This study aimed at evaluating objective computer usage metrics as a proxy for productivity using RSIGuard, an ergonomics monitoring software. Data were collected from 789 office-based employees over a two-year period between January 1, 2017 and December 31, 2018 at a large energy company in Texas. A generalized mixed-effects model was utilized to compare computer usage patterns across different days of the week and times of the day. Our findings demonstrate that computer output metrics significantly decrease on Fridays compared to other weekdays, even after controlling for total active hours. Additionally, we found that workers' output varied depending on the time of day, with reduced computer usage observed in the afternoons and a significant decrease on Friday afternoons. The decrease in the number of typos was much less than that in the number of words typed, indicating reduced work efficiency on Friday afternoons. These objective indicators provide a novel approach to evaluating the productivity during the workweek and can help optimize work arrangements to promote sustainability for the benefit of employers, employees, and the environment.
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Affiliation(s)
- Taehyun Roh
- Department of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, Texas, United States of America
| | - Chukwuemeka Esomonu
- Department of Environmental and Occupational Health, School of Public Health, Texas A&M University, College Station, Texas, United States of America
| | - Joseph Hendricks
- Department of Environmental and Occupational Health, School of Public Health, Texas A&M University, College Station, Texas, United States of America
| | - Anisha Aggarwal
- Department of Health Behavior, School of Public Health, Texas A&M University, College Station, Texas, United States of America
| | - Nishat Tasnim Hasan
- Department of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, Texas, United States of America
| | - Mark Benden
- Department of Environmental and Occupational Health, School of Public Health, Texas A&M University, College Station, Texas, United States of America
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Germine LT, Han SD, Chaytor NS. New Methods Permit a Science of Everyday Functioning in Type 1 Diabetes. Diabetes Care 2023; 46:1330-1331. [PMID: 37339350 PMCID: PMC10300512 DOI: 10.2337/dci23-0026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 04/17/2023] [Indexed: 06/22/2023]
Affiliation(s)
- Laura T. Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA
- Department of Psychiatry, Harvard Medical School, Boston, MA
| | - S. Duke Han
- Department of Family Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Naomi S. Chaytor
- Department of Community and Behavioral Health, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA
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7
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Bond IG, Machida K, Johnson KA. Daily arousal variation has little effect on sustained attention performance. CURRENT PSYCHOLOGY 2023:1-14. [PMID: 37359667 PMCID: PMC10022567 DOI: 10.1007/s12144-023-04473-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2023] [Indexed: 03/28/2023]
Abstract
Sustaining attention is an important cognitive process for everyday functioning and arousal is thought to underpin its performance. Primate studies depict an inverted-u relation between sustained attention and arousal, in which sustained attention performance is most affected at the extreme levels of arousal and peak performance aligns with moderate arousal. Human research findings are, however, inconsistent. This study aimed to investigate the effects of arousal on sustained attention performance in humans using two approaches-a small-N study with an inbuilt replication to test within-participant variation, and a larger sample assessing between-participant variation. The Sustained Attention to Response Task (SART) was used to measure sustained attention performance and the Karolinska Sleepiness Scale (KSS) was used to measure arousal. In the small-N study five participants completed the SART and KSS once an hour between 7 a.m. and 7 p.m., repeated two weeks later. Significant, curvilinear variation in KSS across time-of-day was found. A linear association between SART response time variability (sigma) and KSS was noted, however no other consistent associations between the SART and KSS were found. In the large-N study, 161 participants completed the SART and KSS once, at a time of day of their choosing. There were no significant relations between SART measures and the KSS, indicating that subjective sleepiness was not related to sustained attention performance. Overall, the hypothesized inverted-u relation between arousal and sustained attention performance was not found. The results suggested that diurnal arousal variation does not modify sustained attention performance in adults.
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Affiliation(s)
- Isobel G. Bond
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria 3010 Australia
| | - Keitaro Machida
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria 3010 Australia
| | - Katherine A. Johnson
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria 3010 Australia
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8
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Pay attention and you might miss it: Greater learning during attentional lapses. Psychon Bull Rev 2022:10.3758/s13423-022-02226-6. [PMID: 36510094 DOI: 10.3758/s13423-022-02226-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/21/2022] [Indexed: 12/15/2022]
Abstract
Attentional lapses have been found to impair everything from basic perception to learning and memory. Yet, despite the well-documented costs of lapses on cognition, recent work suggests that lapses might unexpectedly confer some benefits. One potential benefit is that lapses broaden our learning to integrate seemingly irrelevant content that could later prove useful-a benefit that prior research focusing only on goal-relevant memory would miss. Here, we measure how fluctuations in sustained attention influence the learning of seemingly goal-irrelevant content that competes for attention with target content. Participants completed a correlated flanker task in which they categorized central targets (letters or numbers) while ignoring peripheral flanking symbols that shared hidden probabilistic relationships with the targets. We found that across participants, higher rates of attentional lapses correlated with greater learning of the target-flanker relationships. Moreover, within participants, learning was more evident during attentional lapses. These findings address long-standing theoretical debates and reveal a benefit of attentional lapses: they expand the scope of learning and decisions beyond the strictly relevant.
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9
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Pinggal E, Dockree PM, O'Connell RG, Bellgrove MA, Andrillon T. Pharmacological Manipulations of Physiological Arousal and Sleep-Like Slow Waves Modulate Sustained Attention. J Neurosci 2022; 42:8113-8124. [PMID: 36109167 PMCID: PMC9637000 DOI: 10.1523/jneurosci.0836-22.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 08/25/2022] [Accepted: 08/29/2022] [Indexed: 11/21/2022] Open
Abstract
Sustained attention describes our ability to keep a constant focus on a given task. This ability is modulated by our physiological state of arousal. Although lapses of sustained attention have been linked with dysregulations of arousal, the underlying physiological mechanisms remain unclear. An emerging body of work proposes that the intrusion during wakefulness of sleep-like slow waves, a marker of the transition toward sleep, could mechanistically account for attentional lapses. This study aimed to expose, via pharmacological manipulations of the monoamine system, the relationship between the occurrence of sleep-like slow waves and the behavioral consequences of sustained attention failures. In a double-blind, randomized-control trial, 32 healthy human male participants received methylphenidate, atomoxetine, citalopram or placebo during four separate experimental sessions. During each session, electroencephalography (EEG) was used to measure neural activity while participants completed a visual task requiring sustained attention. Methylphenidate, which increases wake-promoting dopamine and noradrenaline across cortical and subcortical areas, improved behavioral performance whereas atomoxetine, which increases dopamine and noradrenaline predominantly over frontal cortices, led to more impulsive responses. Additionally, citalopram, which increases sleep-promoting serotonin, led to more missed trials. Based on EEG recording, citalopram was also associated with an increase in sleep-like slow waves. Importantly, compared with a classical marker of arousal such as α power, only slow waves differentially predicted both misses and faster responses in a region-specific fashion. These results suggest that a decrease in arousal can lead to local sleep intrusions during wakefulness which could be mechanistically linked to impulsivity and sluggishness.SIGNIFICANCE STATEMENT We investigated whether the modulation of attention and arousal could not only share the same neuromodulatory pathways but also rely on similar neuronal mechanisms; for example, the intrusion of sleep-like activity within wakefulness. To do so, we pharmacologically manipulated noradrenaline, dopamine, and serotonin in a four-arm, randomized, placebo-controlled trial and examined the consequences on behavioral and electroencephalography (EEG) indices of attention and arousal. We showed that sleep-like slow waves can predict opposite behavioral signatures: impulsivity and sluggishness. Slow waves may be a candidate mechanism for the occurrence of attentional lapses since the relationship between slow-wave occurrence and performance is region-specific and the consequences of these local sleep intrusions are in line with the cognitive functions carried by the underlying brain regions.
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Affiliation(s)
- Elaine Pinggal
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, Victoria 3168, Australia
| | - Paul M Dockree
- Trinity College Institute of Neuroscience and School of Psychology, Trinity College Dublin, Dublin D02 PN40, Ireland
| | - Redmond G O'Connell
- Trinity College Institute of Neuroscience and School of Psychology, Trinity College Dublin, Dublin D02 PN40, Ireland
| | - Mark A Bellgrove
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, Victoria 3168, Australia
| | - Thomas Andrillon
- School of Philosophical, Historical, and International Studies, Centre for Consciousness and Contemplative Studies, Monash University, Melbourne, Victoria 3168, Australia
- Paris Brain Institute, Sorbonne Université, Institut National de la Santé et de la Recherche Médicale-Centre National de la Recherche Scientifique, Paris 75013, France
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10
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Evans TC, Alonso MR, Jagger-Rickels A, Rothlein D, Zuberer A, Bernstein J, Fortier CB, Fonda JR, Villalon A, Jorge R, Milberg W, McGlinchey R, DeGutis J, Esterman M. PTSD symptomatology is selectively associated with impaired sustained attention ability and dorsal attention network synchronization. Neuroimage Clin 2022; 36:103146. [PMID: 36055063 PMCID: PMC9437905 DOI: 10.1016/j.nicl.2022.103146] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 07/03/2022] [Accepted: 08/03/2022] [Indexed: 12/14/2022]
Abstract
Posttraumatic Stress Disorder (PTSD) symptomatology is associated with dysregulated sustained attention, which produces functional impairments. Performance on sustained attention paradigms such as continuous performance tasks are influenced by both the ability to sustain attention and response strategy. However, previous studies have not dissociated PTSD-related associations with sustained attention ability and strategy, which limits characterization of neural circuitry underlying PTSD-related attentional impairments. Therefore, we characterized and replicated PTSD-related associations with sustained attention ability and response strategy in trauma-exposed Veterans, which guided characterization of PTSD-related differences in neural circuit function. In Study 1, PTSD symptoms were selectively associated with reduced sustained attention ability, but not more impulsive response strategies. In Study 2, we utilized task and resting-state fMRI to characterize neural circuitry underlying PTSD-related differences in sustained attention ability. Both PTSD symptomatology and sustained attention ability exhibited converging associations with reduced dorsal attention network (DAN) synchronization to endogeneous attentional fluctuations. Post-hoc time course analyses demonstrated that PTSD symptoms were most accurately characterized by delayed, rather than globally reduced, DAN synchronization to endogenous attentional fluctuations. Together, these findings suggest that PTSD symptomatology may selectively impair sustained attention ability by disrupting proactive engagement of attentional control circuitry.
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Affiliation(s)
- Travis C. Evans
- Boston Attention and Learning Lab (BALLAB), VA Boston Healthcare System, USA,Department of Psychiatry, Boston University School of Medicine, USA,Corresponding author at: VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA 02130, USA.
| | | | - Audreyana Jagger-Rickels
- Boston Attention and Learning Lab (BALLAB), VA Boston Healthcare System, USA,National Center for PTSD, VA Boston Healthcare System, USA
| | - David Rothlein
- Boston Attention and Learning Lab (BALLAB), VA Boston Healthcare System, USA,National Center for PTSD, VA Boston Healthcare System, USA
| | - Agnieszka Zuberer
- Boston Attention and Learning Lab (BALLAB), VA Boston Healthcare System, USA,Department of Psychiatry and Psychotherapy, University Hospital Jena, Germany,Department of Psychiatry and Psychotherapy, University of Tübingen, Germany
| | - John Bernstein
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System, USA
| | - Catherine B. Fortier
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System, USA,Department of Psychiatry, Harvard Medical School, USA,Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare System, USA
| | - Jennifer R. Fonda
- Department of Psychiatry, Boston University School of Medicine, USA,Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System, USA,Department of Psychiatry, Harvard Medical School, USA,Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare System, USA
| | - Audri Villalon
- Translational Research Center for TBI and Stress Disorders (TRACTS), Michael E. DeBakey VA Medical Center, Houston, TX, USA,Beth K. and Stuart C. Yudofsky Division of Neuropsychiatry, Baylor College of Medicine, USA
| | - Ricardo Jorge
- Translational Research Center for TBI and Stress Disorders (TRACTS), Michael E. DeBakey VA Medical Center, Houston, TX, USA,Beth K. and Stuart C. Yudofsky Division of Neuropsychiatry, Baylor College of Medicine, USA
| | - William Milberg
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System, USA,Department of Psychiatry, Harvard Medical School, USA,Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare System, USA
| | - Regina McGlinchey
- Translational Research Center for TBI and Stress Disorders (TRACTS), VA Boston Healthcare System, USA,Department of Psychiatry, Harvard Medical School, USA,Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare System, USA
| | - Joseph DeGutis
- Boston Attention and Learning Lab (BALLAB), VA Boston Healthcare System, USA,Department of Psychiatry, Harvard Medical School, USA,Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare System, USA
| | - Michael Esterman
- Boston Attention and Learning Lab (BALLAB), VA Boston Healthcare System, USA,Department of Psychiatry, Boston University School of Medicine, USA,National Center for PTSD, VA Boston Healthcare System, USA,Neuroimaging Research for Veterans (NeRVe) Center, VA Boston Healthcare System, USA
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11
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Izadi Laybidi M, Rasoulzadeh Y, Dianat I, Samavati M, Asghari Jafarabadi M, Nazari MA. Cognitive performance and electroencephalographic variations in air traffic controllers under various mental workload and time of day. Physiol Behav 2022; 252:113842. [PMID: 35561808 DOI: 10.1016/j.physbeh.2022.113842] [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: 09/29/2021] [Revised: 03/12/2022] [Accepted: 05/09/2022] [Indexed: 11/19/2022]
Abstract
The aim of this study was to investigate the effects of mental workload (MWL) and time of day on cognitive performance and electroencephalographic (EEG) parameters of air traffic controllers. EEG signals recorded while 20 professional air traffic controllers performed cognitive tasks [A-X Continuous Performance Test (AX-CPT) and 3-back working memory task] after they were exposed to two levels of task difficulty (high and low MWL) in the morning and afternoon. Significant decreases in cognitive performance were found when the levels of task difficulty increased in both tasks. The results confirmed the sensitivity of the theta and beta activities to levels of task difficulty in the 3-back task, while they were not affected in the AX-CPT. Theta and beta activities were influenced by time of day in the AX-CPT. The findings provide guidance for application of changes in EEG parameters when MWL level is manipulated during the day that could be implemented in future for the development of real-time monitoring systems to improve aviation safety.
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Affiliation(s)
- Marzieh Izadi Laybidi
- Department of Occupational Health and Ergonomics, Faculty of Health, Tabriz University of Medical Sciences, Tabriz, Iran; Student Research Committee, Faculty of Health, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Yahya Rasoulzadeh
- Department of Occupational Health and Ergonomics, Faculty of Health, Tabriz University of Medical Sciences, Tabriz, Iran; Road Traffic Injury Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Iman Dianat
- Department of Occupational Health and Ergonomics, Faculty of Health, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mehdi Samavati
- Research Center for Biomedical Technologies & Robotics, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Asghari Jafarabadi
- Center for the Development of Interdisciplinary Research in Islamic Sciences and Health Sciences, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Statistics and Epidemiology, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Mohammad Ali Nazari
- Department of Neuroscience, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran.
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12
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Rapuano KM, Conley MI, Juliano AC, Conan GM, Maza MT, Woodman K, Martinez SA, Earl E, Perrone A, Feczko E, Fair DA, Watts R, Casey BJ, Rosenberg MD. An open-access accelerated adult equivalent of the ABCD Study neuroimaging dataset (a-ABCD). Neuroimage 2022; 255:119215. [PMID: 35436615 DOI: 10.1016/j.neuroimage.2022.119215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 03/14/2022] [Accepted: 04/13/2022] [Indexed: 11/19/2022] Open
Abstract
As public access to longitudinal developmental datasets like the Adolescent Brain Cognitive Development StudySM (ABCD Study®) increases, so too does the need for resources to benchmark time-dependent effects. Scan-to-scan changes observed with repeated imaging may reflect development but may also reflect practice effects, day-to-day variability in psychological states, and/or measurement noise. Resources that allow disentangling these time-dependent effects will be useful in quantifying actual developmental change. We present an accelerated adult equivalent of the ABCD Study dataset (a-ABCD) using an identical imaging protocol to acquire magnetic resonance imaging (MRI) structural, diffusion-weighted, resting-state and task-based data from eight adults scanned five times over five weeks. We report on the task-based imaging data (n = 7). In-scanner stop-signal (SST), monetary incentive delay (MID), and emotional n-back (EN-back) task behavioral performance did not change across sessions. Post-scan recognition memory for emotional n-back stimuli, however, did improve as participants became more familiar with the stimuli. Functional MRI analyses revealed that patterns of task-based activation reflecting inhibitory control in the SST, reward success in the MID task, and working memory in the EN-back task were more similar within individuals across repeated scan sessions than between individuals. Within-subject, activity was more consistent across sessions during the EN-back task than in the SST and MID task, demonstrating differences in fMRI data reliability as a function of task. The a-ABCD dataset provides a unique testbed for characterizing the reliability of brain function, structure, and behavior across imaging modalities in adulthood and benchmarking neurodevelopmental change observed in the open-access ABCD Study.
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Affiliation(s)
| | | | | | - Gregory M Conan
- Masonic Institute for the Developing Brain, University of Minnesota Medical School
| | - Maria T Maza
- Department of Psychology, Yale University; Department of Psychology, University of North Carolina, Chapel Hill
| | - Kylie Woodman
- Department of Psychology, Yale University; Department of Communication, University of California, Santa Barbara
| | - Steven A Martinez
- Department of Psychology, Yale University; Department of Psychology, Temple University
| | - Eric Earl
- Department of Psychiatry, Oregon Health and Science University
| | - Anders Perrone
- Department of Psychiatry, Oregon Health and Science University; Masonic Institute for the Developing Brain, University of Minnesota Medical School
| | - Eric Feczko
- Masonic Institute for the Developing Brain, University of Minnesota Medical School; Department of Pediatrics, University of Minnesota Medical School
| | - Damien A Fair
- Masonic Institute for the Developing Brain, University of Minnesota Medical School
| | | | - B J Casey
- Department of Psychology, Yale University.
| | - Monica D Rosenberg
- Department of Psychology, Yale University; Department of Psychology, University of Chicago, United States.
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13
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Schumann F, Steinborn MB, Kürten J, Cao L, Händel BF, Huestegge L. Restoration of Attention by Rest in a Multitasking World: Theory, Methodology, and Empirical Evidence. Front Psychol 2022; 13:867978. [PMID: 35432083 PMCID: PMC9010884 DOI: 10.3389/fpsyg.2022.867978] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 03/07/2022] [Indexed: 11/17/2022] Open
Abstract
In this work, we evaluate the status of both theory and empirical evidence in the field of experimental rest-break research based on a framework that combines mental-chronometry and psychometric-measurement theory. To this end, we (1) provide a taxonomy of rest breaks according to which empirical studies can be classified (e.g., by differentiating between long, short, and micro-rest breaks based on context and temporal properties). Then, we (2) evaluate the theorizing in both the basic and applied fields of research and explain how popular concepts (e.g., ego depletion model, opportunity cost theory, attention restoration theory, action readiness, etc.) relate to each other in contemporary theoretical debates. Here, we highlight differences between all these models in the light of two symbolic categories, termed the resource-based and satiation-based model, including aspects related to the dynamics and the control (strategic or non-strategic) mechanisms at work. Based on a critical assessment of existing methodological and theoretical approaches, we finally (3) provide a set of guidelines for both theory building and future empirical approaches to the experimental study of rest breaks. We conclude that a psychometrically advanced and theoretically focused research of rest and recovery has the potential to finally provide a sound scientific basis to eventually mitigate the adverse effects of ever increasing task demands on performance and well-being in a multitasking world at work and leisure.
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Affiliation(s)
- Frank Schumann
- Mittweida University of Applied Sciences, Mittweida, Germany
| | | | - Jens Kürten
- Department of Psychology, University of Würzburg, Würzburg, Germany
| | - Liyu Cao
- Zhejiang University, Hangzhou, China
| | | | - Lynn Huestegge
- Department of Psychology, University of Würzburg, Würzburg, Germany
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14
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The role of inhibitory control and ADHD symptoms in the occurrence of involuntary thoughts about the past and future: An individual differences study. Conscious Cogn 2021; 95:103208. [PMID: 34601354 DOI: 10.1016/j.concog.2021.103208] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 08/30/2021] [Accepted: 09/04/2021] [Indexed: 01/01/2023]
Abstract
In everyday life, people often experience involuntary thoughts about their personal past and future events in response to incidental cues in the environment. Yet, despite the abundance of such cues, our consciousness is not constantly flooded by these involuntary autobiographical memories (IAMs) and involuntary future thoughts (IFTs). The main goal of the present study was to further investigate the possibility that cognitive inhibitory control keeps these involuntary cognitions at bay. To test this inhibition hypothesis, we conducted a large-scale study (n = 157) in which groups of participants with different levels of inhibitory control (low, medium, high) and individuals with ADHD spectrum symptoms were engaged in a laboratory vigilance task in which the frequency of IFTs and IAMs was assessed. Contrary to predictions, although participants across groups differed significantly in terms of their individual inhibitory control capacity, the number of IFTs and IAMs reported during the vigilance task was comparable. In addition, individuals with the ADHD spectrum symptoms did not report more spontaneous thoughts compared to other groups. Together, these findings lend little support for the idea that inhibition is a key mechanism that regulates the occurrence of IAMs and IFTs in everyday life. Other possible mechanisms and avenues for future research are discussed.
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15
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Gignac F, Solé C, Barrera-Gómez J, Persavento C, Tena È, López-Vicente M, Júlvez J, Sunyer J, Couso D, Basagaña X. Identifying Factors Influencing Attention in Adolescents with a Co-Created Questionnaire: A Citizen Science Approach with Secondary Students in Barcelona, Spain. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:8221. [PMID: 34360520 PMCID: PMC8345951 DOI: 10.3390/ijerph18158221] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 07/28/2021] [Accepted: 07/29/2021] [Indexed: 12/12/2022]
Abstract
Studies on factors that can influence attention in healthy adolescents are recent and focus on recurrent topics. Students' contribution to public health research often revolves around collecting data but rarely around creating data collection instruments. The ATENC!Ó project reunited secondary students and scientists to create a questionnaire including factors that students thought could affect their attention. We conducted a cross-sectional study to assess whether the factors included in this questionnaire had an effect on attention in adolescents. A total of 1667 students (13-16 years old) from 28 schools in Barcelona performed a validated attention test and answered the questionnaire. The response speed consistency (attentiveness), expressed as hit reaction time standard error (HRT-SE, in ms), was used as the primary outcome. Analyses were conducted using conditional linear regression with school as strata, adjusted for sociodemographic characteristics and further stratified by gender and maternal social class. Some factors showed a negative influence on attention, including taking medication and not reading regularly. We found a significant 14.3% (95% confidence interval: 3.4%, 25.3%) higher median of HRT-SE (increase inattentiveness) among students who reported not having a good relationship with classmates. Students' input into research is relevant for advancing the knowledge production in public health.
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Affiliation(s)
- Florence Gignac
- Barcelona Institute for Global Health (ISGlobal), Barcelona Biomedical Research Park (PRBB), 08003 Barcelona, Spain; (F.G.); (J.B.-G.); (C.P.); (J.S.)
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, 08002 Barcelona, Spain
- CIBER Epidemiología y Salud Pública, 28009 Madrid, Spain
| | - Caterina Solé
- Departament de Didactica de les Ciencies, Facultat d’Educacio, Edifici G5, Campus de la UAB, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain; (C.S.); (È.T.); (D.C.)
| | - Jose Barrera-Gómez
- Barcelona Institute for Global Health (ISGlobal), Barcelona Biomedical Research Park (PRBB), 08003 Barcelona, Spain; (F.G.); (J.B.-G.); (C.P.); (J.S.)
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, 08002 Barcelona, Spain
- CIBER Epidemiología y Salud Pública, 28009 Madrid, Spain
| | - Cecilia Persavento
- Barcelona Institute for Global Health (ISGlobal), Barcelona Biomedical Research Park (PRBB), 08003 Barcelona, Spain; (F.G.); (J.B.-G.); (C.P.); (J.S.)
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, 08002 Barcelona, Spain
- CIBER Epidemiología y Salud Pública, 28009 Madrid, Spain
| | - Èlia Tena
- Departament de Didactica de les Ciencies, Facultat d’Educacio, Edifici G5, Campus de la UAB, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain; (C.S.); (È.T.); (D.C.)
| | - Mónica López-Vicente
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Centre-Sophia Children’s Hospital, P.O. Box 2060, 3000 CB Rotterdam, The Netherlands;
| | - Jordi Júlvez
- Institut d’Investigació Sanitària Pere Virgili (IISPV), Hospital Universitari Sant Joan de Reus, 43204 Reus, Spain;
| | - Jordi Sunyer
- Barcelona Institute for Global Health (ISGlobal), Barcelona Biomedical Research Park (PRBB), 08003 Barcelona, Spain; (F.G.); (J.B.-G.); (C.P.); (J.S.)
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, 08002 Barcelona, Spain
- CIBER Epidemiología y Salud Pública, 28009 Madrid, Spain
| | - Digna Couso
- Departament de Didactica de les Ciencies, Facultat d’Educacio, Edifici G5, Campus de la UAB, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain; (C.S.); (È.T.); (D.C.)
| | - Xavier Basagaña
- Barcelona Institute for Global Health (ISGlobal), Barcelona Biomedical Research Park (PRBB), 08003 Barcelona, Spain; (F.G.); (J.B.-G.); (C.P.); (J.S.)
- Department of Experimental and Health Sciences, Universitat Pompeu Fabra, 08002 Barcelona, Spain
- CIBER Epidemiología y Salud Pública, 28009 Madrid, Spain
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16
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Kim SJ, Lee SH, Suh IB, Jang JW, Jhoo JH, Lee JH. Positive effect of timed blue-enriched white light on sleep and cognition in patients with mild and moderate Alzheimer's disease. Sci Rep 2021; 11:10174. [PMID: 33986349 PMCID: PMC8119443 DOI: 10.1038/s41598-021-89521-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 02/18/2021] [Indexed: 11/09/2022] Open
Abstract
Conflicting results have been reported regarding the effectiveness of light treatment (LT) in patients with Alzheimer's disease (AD). We investigated the effectiveness of blue-enriched white LT on sleep, cognition, mood and behavior in patients with mild and moderate AD. The treatment group (n = 14) sat about 60 cm away from a small (136 × 73 × 16 mm) LED light box for 1 h each morning for 2 weeks. The control group (n = 11) wore dark, blue-attenuating sunglasses during the 1 h exposures. The morning light started 9-10 h after each individual's dim light melatonin onset (DLMO). Assessments were done at baseline (T0), immediate post-treatment (T1), and 4 weeks after the end of the 2 weeks of LT (T2). Sleep was measured by actigraphy. Blue-enriched LT had a significantly better effect on the Pittsburgh Sleep Quality Index at T2 compared to blue-attenuated LT, and a trend of better effectiveness on total sleep time at T2. There was a significant increase in Mini-Mental State Examination score at T2 after blue-enriched LT than that at T0. Our findings suggest that morning blue-enriched LT has a benefit in improving sleep and cognitive function in AD patients.
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Affiliation(s)
- Seong Jae Kim
- Department of Psychiatry, Cheongju Hospital, Cheongju, South Korea
| | - Sun Hee Lee
- Department of Psychiatry, Silverheals Hospital, Namyangju, South Korea
| | - In Bum Suh
- Department of Laboratory Medicine, Kangwon National University Hospital, Chuncheon, South Korea
| | - Jae-Won Jang
- Department of Neurology, Kangwon National University Hospital, Chuncheon, South Korea.,Department of Neurology, Kangwon National University School of Medicine, Chuncheon, South Korea
| | - Jin Hyeong Jhoo
- Department of Psychiatry, Kangwon National University Hospital, Chuncheon, South Korea.,Department of Psychiatry, Kangwon National University School of Medicine, Chuncheon, South Korea
| | - Jung Hie Lee
- Department of Psychiatry, Kangwon National University Hospital, Chuncheon, South Korea. .,Department of Psychiatry, Kangwon National University School of Medicine, Chuncheon, South Korea.
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17
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Holding BC, Ingre M, Petrovic P, Sundelin T, Axelsson J. Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based Tests. Front Behav Neurosci 2021; 15:666146. [PMID: 33927603 PMCID: PMC8076531 DOI: 10.3389/fnbeh.2021.666146] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 03/19/2021] [Indexed: 11/28/2022] Open
Abstract
Cognitive functioning is known to be impaired following sleep deprivation and to fluctuate depending on the time of day. However, most methods of assessing cognitive performance remain impractical for environments outside of the lab. This study investigated whether 2-min smartphone-based versions of commonly used cognitive tests could be used to assess the effects of sleep deprivation and time of day on diverse cognitive functions. After three nights of normal sleep, participants (N = 182) were randomised to either one night of sleep deprivation or a fourth night of normal sleep. Using the Karolinska WakeApp (KWA), participants completed a battery of 2-min cognitive tests, including measures of attention, arithmetic ability, episodic memory, working memory, and a Stroop test for cognitive conflict and behavioural adjustment. A baseline measurement was completed at 22:30 h, followed by three measurements the following day at approximately 08:00 h, 12:30 h, and 16:30 h. Sleep deprivation led to performance impairments in attention, arithmetic ability, episodic memory, and working memory. No effect of sleep deprivation was observed in the Stroop test. There were variations in attention and arithmetic test performance across different times of day. The effect of sleep deprivation on all cognitive tests was also found to vary at different times of day. In conclusion, this study shows that the KWA's 2-min cognitive tests can be used to detect cognitive impairments following sleep deprivation, and fluctuations in cognitive performance relating to time of day. The results demonstrate the potential of using brief smartphone-based tasks to measure a variety of cognitive abilities within sleep and fatigue research.
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Affiliation(s)
- Benjamin C. Holding
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Sociology, University of Copenhagen, Copenhagen, Denmark
| | - Michael Ingre
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Predrag Petrovic
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Tina Sundelin
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - John Axelsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
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18
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Vesel C, Rashidisabet H, Zulueta J, Stange JP, Duffecy J, Hussain F, Piscitello A, Bark J, Langenecker SA, Young S, Mounts E, Omberg L, Nelson PC, Moore RC, Koziol D, Bourne K, Bennett CC, Ajilore O, Demos AP, Leow A. Effects of mood and aging on keystroke dynamics metadata and their diurnal patterns in a large open-science sample: A BiAffect iOS study. J Am Med Inform Assoc 2021; 27:1007-1018. [PMID: 32467973 DOI: 10.1093/jamia/ocaa057] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 03/16/2020] [Accepted: 04/09/2020] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE Ubiquitous technologies can be leveraged to construct ecologically relevant metrics that complement traditional psychological assessments. This study aims to determine the feasibility of smartphone-derived real-world keyboard metadata to serve as digital biomarkers of mood. MATERIALS AND METHODS BiAffect, a real-world observation study based on a freely available iPhone app, allowed the unobtrusive collection of typing metadata through a custom virtual keyboard that replaces the default keyboard. User demographics and self-reports for depression severity (Patient Health Questionnaire-8) were also collected. Using >14 million keypresses from 250 users who reported demographic information and a subset of 147 users who additionally completed at least 1 Patient Health Questionnaire, we employed hierarchical growth curve mixed-effects models to capture the effects of mood, demographics, and time of day on keyboard metadata. RESULTS We analyzed 86 541 typing sessions associated with a total of 543 Patient Health Questionnaires. Results showed that more severe depression relates to more variable typing speed (P < .001), shorter session duration (P < .001), and lower accuracy (P < .05). Additionally, typing speed and variability exhibit a diurnal pattern, being fastest and least variable at midday. Older users exhibit slower and more variable typing, as well as more pronounced slowing in the evening. The effects of aging and time of day did not impact the relationship of mood to typing variables and were recapitulated in the 250-user group. CONCLUSIONS Keystroke dynamics, unobtrusively collected in the real world, are significantly associated with mood despite diurnal patterns and effects of age, and thus could serve as a foundation for constructing digital biomarkers.
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Affiliation(s)
- Claudia Vesel
- Department of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Homa Rashidisabet
- Department of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, USA
| | - John Zulueta
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Jonathan P Stange
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Jennifer Duffecy
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Faraz Hussain
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Andrea Piscitello
- Department of Computer Science, University of Illinois at Chicago, Chicago, Illinois, USA
| | - John Bark
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | | | | | | | | | - Peter C Nelson
- Department of Computer Science, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Raeanne C Moore
- Department of Psychiatry, University of California, San Diego, San Diego, California, USA
| | - Dave Koziol
- Arbormoon Software, Inc, Ann Arbor, Michigan, USA
| | - Keith Bourne
- Arbormoon Software, Inc, Ann Arbor, Michigan, USA
| | - Casey C Bennett
- College of Computing and Digital Media, DePaul University, Chicago, Illinois, USA.,School of Intelligence, Hanyang University, Seoul, Korea
| | - Olusola Ajilore
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Alexander P Demos
- Department of Psychology, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Alex Leow
- Department of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, USA.,Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, USA.,Department of Computer Science, University of Illinois at Chicago, Chicago, Illinois, USA
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19
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Francis Z, Depow G, Inzlicht M. Do early birds share their worms? How prosocial behaviour and empathy vary across the day. JOURNAL OF RESEARCH IN PERSONALITY 2021. [DOI: 10.1016/j.jrp.2020.104055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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20
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Tseng VW, Costa JDR, Jung MF, Choudhury T. Using Smartphone Sensor Data to Assess Inhibitory Control in the Wild: Longitudinal Study. JMIR Mhealth Uhealth 2020; 8:e21703. [PMID: 33275106 PMCID: PMC7748963 DOI: 10.2196/21703] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 09/29/2020] [Accepted: 10/26/2020] [Indexed: 12/23/2022] Open
Abstract
Background Inhibitory control, or inhibition, is one of the core executive functions of humans. It contributes to our attention, performance, and physical and mental well-being. Our inhibitory control is modulated by various factors and therefore fluctuates over time. Being able to continuously and unobtrusively assess our inhibitory control and understand the mediating factors may allow us to design intelligent systems that help manage our inhibitory control and ultimately our well-being. Objective The aim of this study is to investigate whether we can assess individuals’ inhibitory control using an unobtrusive and scalable approach to identify digital markers that are predictive of changes in inhibitory control. Methods We developed InhibiSense, an app that passively collects the following information: users’ behaviors based on their phone use and sensor data, the ground truths of their inhibition control measured with stop-signal tasks (SSTs) and ecological momentary assessments (EMAs), and heart rate information transmitted from a wearable heart rate monitor (Polar H10). We conducted a 4-week in-the-wild study, where participants were asked to install InhibiSense on their phone and wear a Polar H10. We used generalized estimating equation (GEE) and gradient boosting tree models fitted with features extracted from participants’ phone use and sensor data to predict their stop-signal reaction time (SSRT), an objective metric used to measure an individual’s inhibitory control, and identify the predictive digital markers. Results A total of 12 participants completed the study, and 2189 EMAs and SST responses were collected. The results from the GEE models suggest that the top digital markers positively associated with an individual’s SSRT include phone use burstiness (P=.005), the mean duration between 2 consecutive phone use sessions (P=.02), the change rate of battery level when the phone was not charged (P=.04), and the frequency of incoming calls (P=.03). The top digital markers negatively associated with SSRT include the standard deviation of acceleration (P<.001), the frequency of short phone use sessions (P<.001), the mean duration of incoming calls (P<.001), the mean decibel level of ambient noise (P=.007), and the percentage of time in which the phone was connected to the internet through a mobile network (P=.001). No significant correlation between the participants’ objective and subjective measurement of inhibitory control was found. Conclusions We identified phone-based digital markers that were predictive of changes in inhibitory control and how they were positively or negatively associated with a person’s inhibitory control. The results of this study corroborate the findings of previous studies, which suggest that inhibitory control can be assessed continuously and unobtrusively in the wild. We discussed some potential applications of the system and how technological interventions can be designed to help manage inhibitory control.
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Affiliation(s)
- Vincent Ws Tseng
- Department of Information Science, Cornell University, New York, NY, United States
| | - Jean Dos Reis Costa
- DawnLight Technologies, Palo Alto, CA, United States.,Department of Information Science, Cornell University, Ithaca, NY, United States
| | - Malte F Jung
- Department of Information Science, Cornell University, Ithaca, NY, United States
| | - Tanzeem Choudhury
- Department of Information Science, Cornell University, New York, NY, United States
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Refinetti R. Circadian rhythmicity of body temperature and metabolism. Temperature (Austin) 2020; 7:321-362. [PMID: 33251281 PMCID: PMC7678948 DOI: 10.1080/23328940.2020.1743605] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 03/11/2020] [Accepted: 03/12/2020] [Indexed: 12/19/2022] Open
Abstract
This article reviews the literature on the circadian rhythms of body temperature and whole-organism metabolism. The two rhythms are first described separately, each description preceded by a review of research methods. Both rhythms are generated endogenously but can be affected by exogenous factors. The relationship between the two rhythms is discussed next. In endothermic animals, modulation of metabolic activity can affect body temperature, but the rhythm of body temperature is not a mere side effect of the rhythm of metabolic thermogenesis associated with general activity. The circadian system modulates metabolic heat production to generate the body temperature rhythm, which challenges homeothermy but does not abolish it. Individual cells do not regulate their own temperature, but the relationship between circadian rhythms and metabolism at the cellular level is also discussed. Metabolism is both an output of and an input to the circadian clock, meaning that circadian rhythmicity and metabolism are intertwined in the cell.
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Affiliation(s)
- Roberto Refinetti
- Department of Psychology, University of New Orleans, New Orleans, LA, USA
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22
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Decker AL, Duncan K. Acetylcholine and the complex interdependence of memory and attention. Curr Opin Behav Sci 2020. [DOI: 10.1016/j.cobeha.2020.01.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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Rabat A, Arnal PJ, Monnard H, Erblang M, Van Beers P, Bougard C, Drogou C, Guillard M, Sauvet F, Leger D, Gomez-Merino D, Chennaoui M. Limited Benefit of Sleep Extension on Cognitive Deficits During Total Sleep Deprivation: Illustration With Two Executive Processes. Front Neurosci 2019; 13:591. [PMID: 31275098 PMCID: PMC6594410 DOI: 10.3389/fnins.2019.00591] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Accepted: 05/23/2019] [Indexed: 01/05/2023] Open
Abstract
Introduction: Sleep extension has been associated with better alertness and sustained attention capacities before, during and after sleep loss. However, less is known about such beneficial effect on executive functions (EFs). Our aim was to investigate such effects on two EFs (i.e., inhibition and working memory) for subjects submitted to total sleep deprivation and one-night of recovery. Methods: Fourteen healthy men (26-37 years old) participated in an experimental cross-over design with two conditions: extended sleep (EXT, 9.8 ± 0.1 h of Time In Bed, TIB) and habitual sleep (HAB, 8.2 ± 0.1 h TIB). During these two conditions subjects underwent two consecutive phases: Six nights of either EXT or HAB followed by 3 days in-laboratory: baseline (BASE), TSD (38 h) and after recovery (REC). EFs capacities were assessed through Go-NoGo (inhibition) and 2N-Back (working memory) tasks. Both EFs capacities were measured at different time (BASE/TSD/REC: 09:30, 13:00, 16:00; TSD: 21:00, 00:00, 03:00, 06:30). Results: In both conditions (HAB and EXT), TSD was associated with deficits in inhibition (higher errors and mean reaction time from TSD 09:30 until the end; p < 0.05) and working memory (lower corrects responses from TSD 06:30 or 09:30; p < 0.05). We observed no significant differences between HAB and EXT conditions on EFs capacities during BASE, TSD, and REC periods. Conclusion: Six nights of sleep extension is neither efficient to reduce core EFs deficits related to TSD nor to improve such capacities after a recovery night. These results highlight that sleep extension (six nights of 10 h of TIB) is not effective to limit EFs deficits related to TSD suggesting a disconnection inside cognition between executive and sustained attention processes. Clinical Trials: NCT02352272.
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Affiliation(s)
- Arnaud Rabat
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Pierrick J. Arnal
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Hortense Monnard
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Mégane Erblang
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Pascal Van Beers
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Clément Bougard
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Catherine Drogou
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Mathias Guillard
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Fabien Sauvet
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Damien Leger
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
- Alertness and Sleep Center, Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Danielle Gomez-Merino
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
| | - Mounir Chennaoui
- Unité Fatigue et Vigilance, Institut de Recherche Biomédicale des Armées, Brétigny-sur-Orge, France
- VIFASOM Team (EA 7330), Hotel Dieu Hospital, Paris Descartes University, Paris, France
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Reinberg A, Reinberg O, Mechkouri M, Touitou Y, Smolensky MH. Daily, weekly and annual patterns in children's accidental sport injuries. Chronobiol Int 2019; 35:597-616. [PMID: 29851522 DOI: 10.1080/07420528.2018.1459664] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Details of serious injuries to children ≤16 yrs. of age that necessitated urgent surgical intervention by the Department of Pediatric Surgery of the University Hospital of Lausanne, Switzerland were recorded into a database registry. Some 15 110 entries listed the precise time of injury, and 3114 (20.6%) of these resulted from participating in sport-associated activities. Time-of-day, day-of-week and month-of-year differences in the total number of children's accidental sport injuries (CASI) were validated. Time-of-day patterns were substantiated for "All Sports", for both boys and girls 5-16 yrs. of age, with more boys than girls experiencing incidents at almost every clock hour. Moreover, they were substantiated for this age group for each of the six different considered individual and team CASI categories - Physical Exercises at School; Bicycle Riding; Roller Skating and Skateboarding; Snow Skiing, Sledding, and Tobogganing; Soccer; and Basketball - for which sample sizes were sufficiently large (n > 230) to perform statistical assessment by ANOVA, t-test and/or cosinor analyses. CASI happened primarily between 06:00 and 17:00 h and rarely evening or overnight. Features - specific clock-time and number of peaks and troughs - of the CASI daily curve pattern of the individual six sport categories differed somewhat; nonetheless, excess or greatest number of CASI typically happened between 12:00 and 14:00 h, even when summertime and other scheduled school and family vacation periods were taken into account. Time-of-day and day-of-week patterns in the boy/girl sex ratio were also validated, with midday and Friday/Saturday peaks, respectively. We hypothesize the prominent 24 h patterns of CASI of 5-16 yr. olds, in particular, are representative of a combination of several determinants. These include exogenous periodic and cyclic environmental and sociocultural phenomena, genetic sex-related traits, plus endogenous circadian cognitive and physiologic rhythms, with the common midday injury excess of many sport categories, at least in part, the consequence of the well-documented midday dip in attention and vigilance of children.
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Affiliation(s)
- Alain Reinberg
- a Chronobiology Unit , Fondation Adolphe de Rothschild , Paris , France
| | - Olivier Reinberg
- b Department of Pediatric Surgery , University Hospital of Lausanne (CHUV) , Lausanne , Switzerland
| | - Mohamed Mechkouri
- a Chronobiology Unit , Fondation Adolphe de Rothschild , Paris , France
| | - Yvan Touitou
- a Chronobiology Unit , Fondation Adolphe de Rothschild , Paris , France
| | - Michael H Smolensky
- c Department of Biomedical Engineering , The University of Texas at Austin, Cockrell College of Engineering , Austin , Texas , USA
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Germine L, Reinecke K, Chaytor NS. Digital neuropsychology: Challenges and opportunities at the intersection of science and software. Clin Neuropsychol 2019; 33:271-286. [PMID: 30614374 DOI: 10.1080/13854046.2018.1535662] [Citation(s) in RCA: 83] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
OBJECTIVE Digital devices are now broadly accessible and have the capacity to measure aspects of human behavior with high precision and accuracy, in a standardized manner. The purpose of this article is to characterize opportunities and barriers for modern digital neuropsychology, particularly those that are unique to digital assessment. METHODS We provide a critical overview of the state-of-the-art in digital neuropsychology, focusing on personal digital devices. RESULTS We identify three major barriers associated with digital neuropsychology, which affect both the interpretation of test scores and test norms: (1) variability in the perceptual, motor and cognitive demands of the same test across digital device classes (e.g. personal computer, tablet and smartphone); (2) hardware and software variability between devices within the same class that affect stimulus presentation and measurement and (3) rapid changes over time in hardware, software and device ownership, which can lead to rapid obsolescence of particular tests and test norms. We offer specific recommendations to address these barriers and outline new opportunities to understand and measure neuropsychological functioning over time and in everyday environments. CONCLUSIONS Digital neuropsychology provides new approaches for measuring and monitoring neuropsychological functioning, informed by an understanding of the limitations and potential of digital technology.
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Affiliation(s)
- Laura Germine
- a Institute for Technology in Psychiatry , McLean Hospital , Belmont , MA , USA.,b Department of Psychiatry , Harvard Medical School , Boston , MA , USA.,c School of Engineering and Applied Sciences , Harvard University , Cambridge , MA , USA
| | - Katharina Reinecke
- d Department of Computer Science and Engineering , University of Washington , Seattle , WA , USA
| | - Naomi S Chaytor
- e Elson S. Floyd College of Medicine , Washington State University , Spokane , WA , USA
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Smith GK, Mills C, Paxton A, Christoff K. Mind-wandering rates fluctuate across the day: evidence from an experience-sampling study. Cogn Res Princ Implic 2018; 3:54. [PMID: 30594969 PMCID: PMC6311173 DOI: 10.1186/s41235-018-0141-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 11/07/2018] [Indexed: 12/02/2022] Open
Abstract
Previous research has demonstrated reliable fluctuations in attentional processes during the course of the day. Everyday life experience sampling, during which participants respond to "probes" delivered at random intervals throughout the day on their mobile devices, is an effective tool for capturing such diurnal fluctuations in a naturalistic way. The existence of diurnal fluctuations in the case of mind-wandering, however, has not been examined to date. We did so in two studies. In the first study, we employed everyday experience sampling to obtain self-reports from 146 university students who rated the degree of free movement in their thoughts multiple times per day over five days. These time course data were analyzed using multilevel modelling. Freely moving thought was found to fluctuate reliably over the course of the day, with lower ratings reported in the early morning and afternoon and higher ratings around midday and evening. In the second study, we replicated these effects with a reanalysis of data from a past everyday experience-sampling study. We also demonstrated differences in parameter values for the models representing freely moving thought and two common conceptualizations of mind-wandering: task-unrelated thought and stimulus-independent thought. Taken together, the present results establish and replicate a complex pattern of change over the course of the day in how freely thought moves, while also providing further evidence that freedom of movement is dissociable from other dimensions of thought such as its task-relatedness and stimulus-dependence. Future research should focus on probing possible mechanisms behind circadian fluctuations of thought dynamics.
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Affiliation(s)
| | - Caitlin Mills
- The University of British Columbia, Vancouver, Canada
- The University of New Hampshire, Durham, USA
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Pasanen T, Johnson K, Lee K, Korpela K. Can Nature Walks With Psychological Tasks Improve Mood, Self-Reported Restoration, and Sustained Attention? Results From Two Experimental Field Studies. Front Psychol 2018; 9:2057. [PMID: 30425671 PMCID: PMC6218585 DOI: 10.3389/fpsyg.2018.02057] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Accepted: 10/05/2018] [Indexed: 11/13/2022] Open
Abstract
The evidence for restorative effects of contact with nature is vast. Drawing from two well-known theories in Environmental Psychology, Stress reduction theory and Attention restoration theory, restoration can be seen as a sequential, interactive process that begins with physiological relaxation and results in affective and attention restoration and broader life reflection. This interaction between a person and their environment may be facilitated by actively engaging with the environment but this has been understudied. We examined engagement with the environment by asking participants to complete psychological, restoration theory-driven tasks designed to enhance physiological, affective and attention restoration, while walking on nature trails. We conducted two experimental field studies (conceptual replications) in Finland in a coniferous forest (Study 1; n = 128) and an urban park (Study 2; n = 121). The participants walked at their own pace for 4-6 km with or without psychological tasks. Those in the task conditions completed either theory-based restoration-enhancement tasks or alternative tasks that we expected to be less restorative (Study 1: the same tasks in the reverse order; Study 2: awareness-enhancement tasks). The participants completed self-reports on valence, activation, and restoration, and the Sustained Attention to Response Task, before, and after, the walk. We compared the change between measurements using regression models grouped by study conditions, with age, recent stress, difficulties with wayfinding, start time, and navigation method (Study 2 only) as covariates. Valence and self-reported restoration improved after the walk, but there was no additional benefit from the psychological tasks. In both studies, sustained attention consistently improved following different versions of the restoration-enhancement tasks and, to some extent, after a walk without the tasks. Participants who were more stressed experienced greater improvements in valence and self-reported restoration (Study 1) and sustained attention (Study 2). The results support both Stress reduction theory and Attention restoration theory, and imply that some forms of active engagement with the environment can aid sustained attention but not affective restoration. Future research efforts are needed to replicate these findings and to assess any potential long-term or multiplicative effects of engagement-based tasks, or other strategies that could enhance positive engagement with the environment.
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Affiliation(s)
- Tytti Pasanen
- Faculty of Social Sciences/Psychology, University of Tampere, Tampere, Finland
| | - Katherine Johnson
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Kate Lee
- School of Ecosystem and Forest Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Kalevi Korpela
- Faculty of Social Sciences/Psychology, University of Tampere, Tampere, Finland
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Affiliation(s)
- Pablo Valdez
- Laboratory of Psychophysiology, School of Psychology, Universidad Autónoma de Nuevo León, Monterrey, NL, Mexico
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Sensitivity to stimulus similarity is associated with greater sustained attention ability. Atten Percept Psychophys 2018; 80:1390-1408. [DOI: 10.3758/s13414-018-1504-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Fortenbaugh FC, Rothlein D, McGlinchey R, DeGutis J, Esterman M. Tracking behavioral and neural fluctuations during sustained attention: A robust replication and extension. Neuroimage 2018; 171:148-164. [PMID: 29307606 DOI: 10.1016/j.neuroimage.2018.01.002] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2017] [Revised: 12/02/2017] [Accepted: 01/01/2018] [Indexed: 02/06/2023] Open
Abstract
Novel paradigms have allowed for more precise measurements of sustained attention ability and fluctuations in sustained attention over time, as well as the neural basis of fluctuations and lapses in performance. However, in recent years, concerns have arisen over the replicability of neuroimaging studies and psychology more broadly, particularly given the typically small sample sizes. One recently developed paradigm, the gradual-onset continuous performance task (gradCPT) has been validated behaviorally in large samples of participants. Yet neuroimaging studies investigating the neural basis of performance on this task have only been collected in small samples. The present study completed both a robust replication of the original neuroimaging findings and extended previous results from the gradCPT task using a large sample of 140 Veteran participants. Results replicate findings that fluctuations in attentional stability are tracked over time by BOLD activity in task positive (e.g., dorsal and ventral attention networks) and task negative (e.g., default network) regions. Extending prior results, we relate this coupling between attentional stability and on-going brain activity to overall sustained attention ability and demonstrate that this coupling strength, along with across-network coupling, could be used to predict individual differences in performance. Additionally, the results extend previous findings by demonstrating that temporal dynamics across the default and dorsal attention networks are associated with lapse-likelihood on subsequent trials. This study demonstrates the reliability of the gradCPT, and underscores the utility of this paradigm in understanding attentional fluctuations, as well as individual variation and deficits in sustained attention.
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Affiliation(s)
- Francesca C Fortenbaugh
- Neuroimaging Research for Veterans (NeRVe) Center, VA Boston Healthcare System, Boston, MA 02130, United States; Boston Attention & Learning Laboratory, VA Boston Healthcare System, Boston, MA 02130, United States; Geriatric Research, Education, & Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA 02130, United States; Department of Psychiatry, Harvard Medical School, Boston, MA 02115, United States.
| | - David Rothlein
- Neuroimaging Research for Veterans (NeRVe) Center, VA Boston Healthcare System, Boston, MA 02130, United States; Boston Attention & Learning Laboratory, VA Boston Healthcare System, Boston, MA 02130, United States; Geriatric Research, Education, & Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA 02130, United States; Department of Psychiatry, Boston University School of Medicine, Boston, MA 02118, United States
| | - Regina McGlinchey
- Neuroimaging Research for Veterans (NeRVe) Center, VA Boston Healthcare System, Boston, MA 02130, United States; Geriatric Research, Education, & Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA 02130, United States; Department of Psychiatry, Harvard Medical School, Boston, MA 02115, United States
| | - Joseph DeGutis
- Neuroimaging Research for Veterans (NeRVe) Center, VA Boston Healthcare System, Boston, MA 02130, United States; Boston Attention & Learning Laboratory, VA Boston Healthcare System, Boston, MA 02130, United States; Geriatric Research, Education, & Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA 02130, United States; Department of Medicine, Harvard Medical School, Boston, MA 02115, United States
| | - Michael Esterman
- Neuroimaging Research for Veterans (NeRVe) Center, VA Boston Healthcare System, Boston, MA 02130, United States; Boston Attention & Learning Laboratory, VA Boston Healthcare System, Boston, MA 02130, United States; Geriatric Research, Education, & Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA 02130, United States; Department of Psychiatry, Boston University School of Medicine, Boston, MA 02118, United States
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