Daytime affect and sleep EEG activity: A data-driven exploration

被引:1
|
作者
Zhang, Jin-Xiao [1 ,4 ]
ten Brink, Maia [1 ]
Yan, Yan [1 ]
Goldstein-Piekarski, Andrea [2 ,3 ]
Krause, Adam J. [2 ]
Manber, Rachel [2 ]
Kreibig, Sylvia [1 ]
Gross, James J. [1 ]
机构
[1] Stanford Univ, Dept Psychol, Stanford, CA USA
[2] Stanford Univ, Dept Psychiat & Behav Sci, Stanford, CA USA
[3] Palo Alto Vet Affairs Hosp, Sierra Pacific Mental Illness Res, Educ & Clin Ctr, Palo Alto, CA USA
[4] Stanford Univ, 450 Jane Stanford Way,Bldg 420, Stanford, CA 94305 USA
关键词
alpha band; data-driven; EEG power; rapid eye movement sleep; sleep; affect; REM-SLEEP; REACTIVITY; EMOTION; DYNAMICS;
D O I
10.1111/jsr.13916
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
It has long been thought that links between affect and sleep are bidirectional. However, few studies have directly assessed the relationships between: (1) pre-sleep affect and sleep electroencephalogram (EEG) activity; and (2) sleep EEG activity and post-sleep affect. This study aims to systematically explore the correlations between pre-/post-sleep affect and EEG activity during sleep. In a community sample of adults (n = 51), we measured participants' positive and negative affect in the evening before sleep and in the next morning after sleep. Participants slept at their residence for 1 night of EEG recording. Using Fourier transforms, the EEG power at each channel was estimated during rapid eye movement sleep and non-rapid eye movement sleep for the full range of sleep EEG frequencies. We first present heatmaps of the raw correlations between pre-/post-sleep affect and EEG power during rapid eye movement and non-rapid eye movement sleep. We then thresholded the raw correlations with a medium effect size |r| >= 0.3. Using a cluster-based permutation test, we identified a significant cluster indicating a negative correlation between pre-sleep positive affect and EEG power in the alpha frequency range during rapid eye movement sleep. This result suggests that more positive affect during the daytime may be associated with less fragmented rapid eye movement sleep that night. Overall, our exploratory results lay the foundation for confirmatory research on the relationship between daytime affect and sleep EEG activity.
引用
下载
收藏
页数:10
相关论文
共 50 条
  • [41] Activity Recognition in WSN: A Data-driven Approach
    Awan, Muhammad Arshad
    Zheng Guangbin
    Kim, Shin-Dug
    2012 7TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONVERGENCE TECHNOLOGY (ICCCT2012), 2012, : 15 - 20
  • [42] A data-driven dimensionality-reduction algorithm for the exploration of patterns in biomedical data
    Islam, Md Tauhidul
    Xing, Lei
    NATURE BIOMEDICAL ENGINEERING, 2021, 5 (06) : 624 - +
  • [43] A data-driven dimensionality-reduction algorithm for the exploration of patterns in biomedical data
    Md Tauhidul Islam
    Lei Xing
    Nature Biomedical Engineering, 2021, 5 : 624 - 635
  • [44] Spectral waking EEG activity in patients with obstructive sleep apnea: relationship with daytime sleepiness
    Sforza, E
    Grandin, S
    Jouny, C
    Rochat, T
    Ibanez, V
    SLEEP, 2001, 24 : A268 - A268
  • [45] Data-driven modeling of sleep EEG and EOG reveals stages indicative of pre-Parkinson and Parkinson's disease
    Christensen, J. A.
    Zoetmulder, M.
    Frandsen, R.
    Arvestson, L.
    Christensen, S. R.
    Sorensen, H. B.
    Jennum, P.
    JOURNAL OF SLEEP RESEARCH, 2014, 23 : 69 - 69
  • [46] THE RELATIONSHIP BETWEEN EEG DELTA-ACTIVITY AND AUTONOMIC ACTIVITY AS MEASURED BY SCSB DURING DAYTIME SLEEP
    PULLI, K
    HARMA, M
    HASAN, J
    VARRI, A
    LOULA, P
    JOURNAL OF SLEEP RESEARCH, 1994, 3 (02) : 106 - 110
  • [47] DiBa: A Data-Driven Bayesian Algorithm for Sleep Spindle Detection
    Babadi, Behtash
    McKinney, Scott M.
    Tarokh, Vahid
    Ellenbogen, Jeffrey M.
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2012, 59 (02) : 483 - 493
  • [48] Data-driven analysis of simultaneous EEG/fMRI using an ICA approach
    Schmueser, Lena
    Sebastian, Alexandra
    Mobascher, Arian
    Lieb, Klaus
    Tuescher, Oliver
    Feige, Bernd
    FRONTIERS IN NEUROSCIENCE, 2014, 8
  • [49] Data-driven mathematical modeling of sleep consolidation in early childhood
    Athanasouli, Christina
    Stowe, Shelby R.
    LeBourgeois, Monique K.
    Booth, Victoria
    Behn, Cecilia G. Diniz
    JOURNAL OF THEORETICAL BIOLOGY, 2024, 593
  • [50] Data-driven electrophysiological atlas of normal resting state intracranial EEG
    Cimbalnik, Jan
    Klimes, Petr
    Travnicek, Vojtech
    Pail, Martin
    Roman, Robert
    Brazdil, Milan
    EPILEPSIA, 2021, 62 : 111 - 112