Neural basis of global resting-state fMRI activity

被引:705
作者
Schoelvinck, Marieke L. [1 ,2 ]
Maier, Alexander [1 ]
Ye, Frank Q. [3 ,4 ]
Duyn, Jeff H. [5 ]
Leopold, David A. [1 ,3 ,4 ]
机构
[1] NIMH, Unit Cognit Neurophysiol & Imaging, Neuropsychol Lab, NIH, Bethesda, MD 20892 USA
[2] UCL, Inst Ophthalmol, London EC1V 9EL, England
[3] Natl Inst Neurol Disorders & Stroke, Neurophysiol Imaging Facil, NIMH, Bethesda, MD 20892 USA
[4] NEI, NIH, Bethesda, MD 20892 USA
[5] Natl Inst Neurol Disorders & Stroke, Sect Adv Imaging, Lab Funct & Mol Imaging, NIH, Bethesda, MD 20892 USA
基金
英国惠康基金;
关键词
cortex; electrophysiology; local field potential; functional connectivity; monkey; DEFAULT-MODE NETWORK; FUNCTIONAL CONNECTIVITY; VISUAL-CORTEX; NEURONAL-ACTIVITY; ONGOING ACTIVITY; BRAIN ACTIVITY; MOTOR CORTEX; FLUCTUATIONS; DYNAMICS; STIMULUS;
D O I
10.1073/pnas.0913110107
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Functional MRI (fMRI) has uncovered widespread hemodynamic. uctuations in the brain during rest. Recent electroencephalographic work in humans and microelectrode recordings in anesthetized monkeys have shown this activity to be correlated with slow changes in neural activity. Here we report that the spontaneous. uctuations in the local. eld potential (LFP) measured from a single cortical site in monkeys at rest exhibit widespread, positive correlations with fMRI signals over nearly the entire cerebral cortex. This correlation was especially consistent in a band of upper gamma- range frequencies (40-80 Hz), for which the hemodynamic signal lagged the neural signal by 6-8 s. A strong, positive correlation was also observed in a band of lower frequencies (2-15 Hz), albeit with a lag closer to zero. The global pattern of correlation with spontaneous fMRI. uctuations was similar whether the LFP signal was measured in occipital, parietal, or frontal electrodes. This coupling was, however, dependent on the monkey's behavioral state, being stronger and anticipatory when the animals' eyes were closed. These results indicate that the often discarded global component of fMRI. uctuations measured during the resting state is tightly coupled with underlying neural activity.
引用
收藏
页码:10238 / 10243
页数:6
相关论文
共 41 条
  • [1] COHERENT SPATIOTEMPORAL PATTERNS OF ONGOING ACTIVITY REVEALED BY REAL-TIME OPTICAL IMAGING COUPLED WITH SINGLE-UNIT RECORDING IN THE CAT VISUAL-CORTEX
    ARIELI, A
    SHOHAM, D
    HILDESHEIM, R
    GRINVALD, A
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 1995, 73 (05) : 2072 - 2093
  • [2] Dynamics of ongoing activity: Explanation of the large variability in evoked cortical responses
    Arieli, A
    Sterkin, A
    Grinvald, A
    Aertsen, A
    [J]. SCIENCE, 1996, 273 (5283) : 1868 - 1871
  • [3] Investigations into resting-state connectivity using independent component analysis
    Beckmann, CF
    DeLuca, M
    Devlin, JT
    Smith, SM
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 360 (1457) : 1001 - 1013
  • [4] Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information
    Belitski, Andrei
    Gretton, Arthur
    Magri, Cesare
    Murayama, Yusuke
    Montemurro, Marcelo A.
    Logothetis, Nikos K.
    Panzeri, Stefano
    [J]. JOURNAL OF NEUROSCIENCE, 2008, 28 (22) : 5696 - 5709
  • [5] Sources of functional magnetic resonance imaging signal fluctuations in the human brain at rest: a 7 T study
    Bianciardi, Marta
    Fukunaga, Masaki
    van Gelderen, Peter
    Horovitz, Silvina G.
    de Zwart, Jacco A.
    Shmueli, Karin
    Duyn, Jeff H.
    [J]. MAGNETIC RESONANCE IMAGING, 2009, 27 (08) : 1019 - 1029
  • [6] Modulation of spontaneous fMRI activity in human visual cortex by behavioral state
    Bianciardi, Marta
    Fukunaga, Masaki
    van Gelderen, Peter
    Horovitz, Silvina G.
    de Zwart, Jacco A.
    Duyn, Jeff H.
    [J]. NEUROIMAGE, 2009, 45 (01) : 160 - 168
  • [7] Separating respiratory-variation-related neuronal-activity-related fluctuations in fluctuations from fMRI
    Birn, RM
    Diamond, JB
    Smith, MA
    Bandettini, PA
    [J]. NEUROIMAGE, 2006, 31 (04) : 1536 - 1548
  • [8] FUNCTIONAL CONNECTIVITY IN THE MOTOR CORTEX OF RESTING HUMAN BRAIN USING ECHO-PLANAR MRI
    BISWAL, B
    YETKIN, FZ
    HAUGHTON, VM
    HYDE, JS
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) : 537 - 541
  • [9] Cordes D, 2000, AM J NEURORADIOL, V21, P1636
  • [10] Consistent resting-state networks across healthy subjects
    Damoiseaux, J. S.
    Rombouts, S. A. R. B.
    Barkhof, F.
    Scheltens, P.
    Stam, C. J.
    Smith, S. M.
    Beckmann, C. F.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (37) : 13848 - 13853