Abnormal dynamic functional connectivity after sleep deprivation from temporal variability perspective

被引:20
作者
Sun, Jinbo [1 ,2 ]
Zhao, Rui [3 ]
He, Zhaoyang [3 ]
Chang, Mengying [3 ]
Wang, Fumin [3 ]
Wei, Wei [3 ]
Zhang, Xiaodan [3 ]
Zhu, Yuanqiang [4 ]
Xi, Yibin [4 ,5 ]
Yang, Xuejuan [1 ,2 ]
Qin, Wei [1 ,2 ]
机构
[1] Xidian Univ, Engn Res Ctr Mol & Neuro Imaging, Sch Life Sci & Technol, Minist Educ, Xian, Peoples R China
[2] Xidian Univ, Intelligent Noninvas Neuromodulat Technol & Trans, Xian, Peoples R China
[3] Xian Polytech Univ, Sch Elect & Informat, Xian, Peoples R China
[4] Fourth Mil Med Univ, Xijing Hosp, Dept Radiol, Xian, Peoples R China
[5] Xian Fourth Hosp, Xian Peoples Hosp, Dept Radiol, Xian, Peoples R China
基金
美国国家科学基金会;
关键词
dynamic functional connectivity; psychomotor vigilance test; resting-state functional magnetic resonance imaging; sleep deprivation; temporal variability; DEFAULT MODE; SUSTAINED ATTENTION; BRAIN NETWORKS; SCHIZOPHRENIA; PARCELLATION; ARCHITECTURE; METAANALYSIS; WAKEFULNESS; PREDICTION; BEHAVIOR;
D O I
10.1002/hbm.25886
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Sleep deprivation (SD) is very common in modern society and regarded as a potential causal mechanism of several clinical disorders. Previous neuroimaging studies have explored the neural mechanisms of SD using magnetic resonance imaging (MRI) from static (comparing two MRI sessions [one after SD and one after resting wakefulness]) and dynamic (using repeated MRI during one night of SD) perspectives. Recent SD researches have focused on the dynamic functional brain organization during the resting-state scan. Our present study adopted a novel metric (temporal variability), which has been successfully applied to many clinical diseases, to examine the dynamic functional connectivity after SD in 55 normal young subjects. We found that sleep-deprived subjects showed increased regional-level temporal variability in large-scale brain regions, and decreased regional-level temporal variability in several thalamus subregions. After SD, participants exhibited enhanced intra-network temporal variability in the default mode network (DMN) and increased inter-network temporal variability in numerous subnetwork pairs. Furthermore, we found that the inter-network temporal variability between visual network and DMN was negative related with the slowest 10% respond speed (beta = -.42, p = 5.57 x 10(-4)) of the psychomotor vigilance test after SD following the stepwise regression analysis. In conclusion, our findings suggested that sleep-deprived subjects showed abnormal dynamic brain functional configuration, which provides new insights into the neural underpinnings of SD and contributes to our understanding of the pathophysiology of clinical disorders.
引用
收藏
页码:3824 / 3839
页数:16
相关论文
共 79 条
  • [1] Tracking Whole-Brain Connectivity Dynamics in the Resting State
    Allen, Elena A.
    Damaraju, Eswar
    Plis, Sergey M.
    Erhardt, Erik B.
    Eichele, Tom
    Calhoun, Vince D.
    [J]. CEREBRAL CORTEX, 2014, 24 (03) : 663 - 676
  • [2] Modeling geometric deformations in EPI time series
    Andersson, JLR
    Hutton, C
    Ashburner, J
    Turner, R
    Friston, K
    [J]. NEUROIMAGE, 2001, 13 (05) : 903 - 919
  • [3] Human brain mapping: A systematic comparison of parcellation methods for the human cerebral cortex
    Arslan, Salim
    Ktena, Sofia Ira
    Makropoulos, Antonios
    Robinson, Emma C.
    Rueckert, Daniel
    Parisot, Sarah
    [J]. NEUROIMAGE, 2018, 170 : 5 - 30
  • [4] Unified segmentation
    Ashburner, J
    Friston, KJ
    [J]. NEUROIMAGE, 2005, 26 (03) : 839 - 851
  • [5] What Is Sleep Deprivation?
    Bandyopadhyay, Anuja
    Sigua, Ninotchka Liban
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 199 (06) : P11 - P12
  • [6] Robust prediction of individual creative ability from brain functional connectivity
    Beaty, Roger E.
    Kenett, Yoed N.
    Christensen, Alexander P.
    Rosenberg, Monica D.
    Benedek, Mathias
    Chen, Qunlin
    Fink, Andreas
    Qiu, Jiang
    Kwapil, Thomas R.
    Kane, Michael J.
    Silvia, Paul J.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (05) : 1087 - 1092
  • [7] A component based noise correction method (CompCor) for BOLD and perfusion based fMRI
    Behzadi, Yashar
    Restom, Khaled
    Liau, Joy
    Liu, Thomas T.
    [J]. NEUROIMAGE, 2007, 37 (01) : 90 - 101
  • [8] The modular and integrative functional architecture of the human brain
    Bertolero, Maxwell A.
    Yeo, B. T. Thomas
    D'Esposito, Mark
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (49) : E6798 - E6807
  • [9] Sleep Deprivation and Neurological Disorders
    Bishir, Muhammed
    Bhat, Abid
    Essa, Musthafa Mohamed
    Ekpo, Okobi
    Ihunwo, Amadi O.
    Veeraraghavan, Vishnu Priya
    Mohan, Surapaneni Krishna
    Mahalakshmi, Arehally M.
    Ray, Bipul
    Tuladhar, Sunanda
    Chang, Sulie
    Chidambaram, Saravana Babu
    Sakharkar, Meena Kishore
    Guillemin, Gilles J.
    Qoronfleh, M. Walid
    Ojcius, David J.
    [J]. BIOMED RESEARCH INTERNATIONAL, 2020, 2020
  • [10] Tapping into Multi-Faceted Human Behavior and Psychopathology Using fMRI Brain Dynamics
    Bolton, Thomas A. W.
    Morgenroth, Elenor
    Preti, Maria Giulia
    Van De Ville, Dimitri
    [J]. TRENDS IN NEUROSCIENCES, 2020, 43 (09) : 667 - 680