Non-restorative Sleep Caused by Autonomic and Electroencephalography Parameter Dysfunction Leads to Subjective Fatigue at Wake Time in Shift Workers

Sleep is a physiological state that plays important role in the recovery of fatigue. However, the relationship between the physiological status of sleep and subjective fatigue remains unknown. In the present study, we hypothesized that the non-recovery of fatigue at wake time due to non-restorative...

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Main Authors: Sofya Gorlova, Tomohisa Ichiba, Hiroshi Nishimaru, Yusaku Takamura, Jumpei Matsumoto, Etsuro Hori, Yoshinao Nagashima, Tsuyoshi Tatsuse, Taketoshi Ono, Hisao Nishijo
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-02-01
Series:Frontiers in Neurology
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Online Access:https://www.frontiersin.org/article/10.3389/fneur.2019.00066/full
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author Sofya Gorlova
Tomohisa Ichiba
Hiroshi Nishimaru
Yusaku Takamura
Jumpei Matsumoto
Etsuro Hori
Yoshinao Nagashima
Tsuyoshi Tatsuse
Taketoshi Ono
Hisao Nishijo
author_facet Sofya Gorlova
Tomohisa Ichiba
Hiroshi Nishimaru
Yusaku Takamura
Jumpei Matsumoto
Etsuro Hori
Yoshinao Nagashima
Tsuyoshi Tatsuse
Taketoshi Ono
Hisao Nishijo
author_sort Sofya Gorlova
collection DOAJ
description Sleep is a physiological state that plays important role in the recovery of fatigue. However, the relationship between the physiological status of sleep and subjective fatigue remains unknown. In the present study, we hypothesized that the non-recovery of fatigue at wake time due to non-restorative sleep might be ascribed to changes in specific parameters of electroencephalography (EEG) and heart rate variability (HRV) in poor sleepers. Twenty healthy female shift-working nurses participated in the study. Subjective fatigue was assessed using the visual analog scale (VAS) at bedtime and wake time. During sleep on the night between 2 consecutive day shifts, the EEG powers at the frontal pole, HRV based on electrocardiograms, and distal-proximal gradient of skin temperature were recorded and analyzed. The results indicated that the subjects with high fatigue on the VAS at wake time exhibited (1) a decrease in deep non-rapid eye movement (NREM) (stageN3) sleep duration in the first sleep cycle; (2) a decrease in REM latency; (3) a decrease in ultra-slow and delta EEG powers, particularly from 30 to 65 min after sleep onset; (4) a decrease in the total power of HRV, particularly from 0 to 30 min after sleep onset; (5) an increase in the very low frequency component of HRV; and (6) a smaller increase in the distal-proximal gradient of skin temperature, than those of the subjects with low fatigue levels. The correlational and structural equation modeling analyses of these parameters suggested that an initial decrease in the total power of HRV from 0 to 30 min after sleep onset might inhibit the recovery from fatigue during sleep (i.e., increase the VAS score at wake time) via its effects on the ultra-slow and delta powers from 30 to 65 min after sleep onset, stageN3 duration in the first sleep cycle, REM latency, and distal-proximal gradient of skin temperature. These findings suggest an important role of these physiological factors in recovery from fatigue during sleep, and that interventions to modify these physiological factors might ameliorate fatigue at wake time.
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spelling doaj.art-184f31f464164661a7ace7a28a6984512022-12-22T01:00:02ZengFrontiers Media S.A.Frontiers in Neurology1664-22952019-02-011010.3389/fneur.2019.00066425112Non-restorative Sleep Caused by Autonomic and Electroencephalography Parameter Dysfunction Leads to Subjective Fatigue at Wake Time in Shift WorkersSofya Gorlova0Tomohisa Ichiba1Hiroshi Nishimaru2Yusaku Takamura3Jumpei Matsumoto4Etsuro Hori5Yoshinao Nagashima6Tsuyoshi Tatsuse7Taketoshi Ono8Hisao Nishijo9System Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, JapanPersonal Health Care Lab, KAO Corp, Tokyo, JapanSystem Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, JapanSystem Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, JapanSystem Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, JapanSystem Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, JapanPersonal Health Care Lab, KAO Corp, Tokyo, JapanDepartment of Epidemiology and Health Policy, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, JapanSystem Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, JapanSystem Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, JapanSleep is a physiological state that plays important role in the recovery of fatigue. However, the relationship between the physiological status of sleep and subjective fatigue remains unknown. In the present study, we hypothesized that the non-recovery of fatigue at wake time due to non-restorative sleep might be ascribed to changes in specific parameters of electroencephalography (EEG) and heart rate variability (HRV) in poor sleepers. Twenty healthy female shift-working nurses participated in the study. Subjective fatigue was assessed using the visual analog scale (VAS) at bedtime and wake time. During sleep on the night between 2 consecutive day shifts, the EEG powers at the frontal pole, HRV based on electrocardiograms, and distal-proximal gradient of skin temperature were recorded and analyzed. The results indicated that the subjects with high fatigue on the VAS at wake time exhibited (1) a decrease in deep non-rapid eye movement (NREM) (stageN3) sleep duration in the first sleep cycle; (2) a decrease in REM latency; (3) a decrease in ultra-slow and delta EEG powers, particularly from 30 to 65 min after sleep onset; (4) a decrease in the total power of HRV, particularly from 0 to 30 min after sleep onset; (5) an increase in the very low frequency component of HRV; and (6) a smaller increase in the distal-proximal gradient of skin temperature, than those of the subjects with low fatigue levels. The correlational and structural equation modeling analyses of these parameters suggested that an initial decrease in the total power of HRV from 0 to 30 min after sleep onset might inhibit the recovery from fatigue during sleep (i.e., increase the VAS score at wake time) via its effects on the ultra-slow and delta powers from 30 to 65 min after sleep onset, stageN3 duration in the first sleep cycle, REM latency, and distal-proximal gradient of skin temperature. These findings suggest an important role of these physiological factors in recovery from fatigue during sleep, and that interventions to modify these physiological factors might ameliorate fatigue at wake time.https://www.frontiersin.org/article/10.3389/fneur.2019.00066/fullsubjective fatigueelectroencephalographyslow-wave sleepdelta waveheart rate variabilitytotal power
spellingShingle Sofya Gorlova
Tomohisa Ichiba
Hiroshi Nishimaru
Yusaku Takamura
Jumpei Matsumoto
Etsuro Hori
Yoshinao Nagashima
Tsuyoshi Tatsuse
Taketoshi Ono
Hisao Nishijo
Non-restorative Sleep Caused by Autonomic and Electroencephalography Parameter Dysfunction Leads to Subjective Fatigue at Wake Time in Shift Workers
Frontiers in Neurology
subjective fatigue
electroencephalography
slow-wave sleep
delta wave
heart rate variability
total power
title Non-restorative Sleep Caused by Autonomic and Electroencephalography Parameter Dysfunction Leads to Subjective Fatigue at Wake Time in Shift Workers
title_full Non-restorative Sleep Caused by Autonomic and Electroencephalography Parameter Dysfunction Leads to Subjective Fatigue at Wake Time in Shift Workers
title_fullStr Non-restorative Sleep Caused by Autonomic and Electroencephalography Parameter Dysfunction Leads to Subjective Fatigue at Wake Time in Shift Workers
title_full_unstemmed Non-restorative Sleep Caused by Autonomic and Electroencephalography Parameter Dysfunction Leads to Subjective Fatigue at Wake Time in Shift Workers
title_short Non-restorative Sleep Caused by Autonomic and Electroencephalography Parameter Dysfunction Leads to Subjective Fatigue at Wake Time in Shift Workers
title_sort non restorative sleep caused by autonomic and electroencephalography parameter dysfunction leads to subjective fatigue at wake time in shift workers
topic subjective fatigue
electroencephalography
slow-wave sleep
delta wave
heart rate variability
total power
url https://www.frontiersin.org/article/10.3389/fneur.2019.00066/full
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