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Brief Communications

Quasi-periodic Fluctuations in Default Mode Network Electrophysiology

Andrew L. Ko, Felix Darvas, Andrew Poliakov, Jeffrey Ojemann and Larry B. Sorensen
Journal of Neuroscience 10 August 2011, 31 (32) 11728-11732; https://doi.org/10.1523/JNEUROSCI.5730-10.2011
Andrew L. Ko
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Felix Darvas
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Andrew Poliakov
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Jeffrey Ojemann
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Larry B. Sorensen
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    Figure 1.

    Spectral coherence in ECoG recordings reveals evidence of spatially extended, temporally coherent oscillations in the DMN. A, DMN fMRI and electrode localization for a single subject. Electrodes overlying DMN are marked in green. Exemplar electrodes over DMN (D1, D2) and one distant electrode (ND) are indicated. Orange regions indicate cortex from which fMRI BOLD signal is derived. B, Gamma-band (70–120 Hz) second spectral power in D1, D2, and ND electrodes, showing 1/f-like power distribution. Significant peaks in second spectral power at 0.015 Hz would be difficult to identify. C, Gamma-band spectral coherence between DMN (D1–D2) electrodes exhibits a peak around 0.015 Hz, a frequency similar to that seen in the BOLD PSD. Other interactions (D1–ND, D2–ND) do not. The 0.015 Hz peak is clearly seen for this electrode pair. Analyses of grouped electrodes, with statistical confirmation of significance, show similar results (see Fig. 2 and Results).

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    Figure 2.

    Spectral coherence in ECoG shows significant gamma-band coherence in the DMN and not in non-DMN control electrodes in a single subject: S3. A, DMN fMRI and electrode localization. Electrodes overlying DMN are green. A control group of electrodes (blue) does not overlie DMN cortex. B, BOLD time series derived from DMN cortex marked in orange in A. C, Top, Control group electrodes do not exhibit a clear peak in gamma-band coherence (p = 0.002, q = 0.0076). C, Middle, DMN electrodes show a significant peak in coherence near 0.015 Hz (p = 0.0005, q = 0.0277), which is commensurate with the highest peak (C, bottom) in the BOLD PSD derived from DMN cortex in this subject. Both control and DMN electrodes exhibit spectral coherence throughout the f2 range in the alpha band (f1 = 4–15 Hz). Black contour lines outline areas of significant spectral coherence.

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    Figure 3.

    Histograms of significant coherence values across subjects. A, DMN electrodes show significant coherence in the gamma band at an f2 range near 0.017 Hz. Across subjects, this happens more often (h = 4, p = 0.007) than one would expect if significant values were distributed across all (f1, f2) uniformly. Importantly, the frequency range where gamma-band coherence appears is consistent across different individuals. In the alpha band, the pattern of significant coherence is not limited to a narrow f2 range. B, Control electrodes do not show a consistent pattern of significant gamma-band coherence across subjects. However, significant coherence in the alpha-band range is seen throughout the f2 range (h = 4, p = 0.007). Significant gamma-band coherence therefore seems specific to the DMN, whereas the broadband coherence in the alpha band is consistent with correlated 1/f-like fluctuations in power.

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    Table 1.

    Subject data, sampling rate for recordings, and electrode number and location

    Subject (age/sex)ICASampling rate (Hz)Default network electrodesElectrode locationsMax. gamma-band coherence (Hz)
    S12350014Posterior cingulate0.018
        (11/F)(3)Precuneus
    Cingulate gyrus
    S2295001Cingulate gyrusn/a
        (14/M)(28)
    S3385004Middle temporal gyrus0.018
        (11/F)(7)Inferior frontal gyrus
    S4285003Inferior frontal gyrus0.015
        (7/F)(24)Superior frontal gyrus
    S5n/a25011Precuneus0.012
        (24/M)Posterior cingulate
    Cingulate gyrus
    S6n/a20005Medial frontal gyrus—
        (43/F)Cingulate gyrus
    S7n/a2506Posterior cingulate0.018
        (38/M)Cingulate gyrus
    Precuneus
    S8n/a50010Anterior cingulate—
        (20/F)Medial frontal gyrus
    Superior frontal gyrus
    Precuneus
    Cingulate gyrus
    • If applicable, the number of components identified using independent components analysis is indicated (ICA) with the component corresponding to the Default Mode Network indicated in parentheses. The frequency at which maximum gamma-band coherence appears, if seen, is presented in the final column.

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The Journal of Neuroscience: 31 (32)
Journal of Neuroscience
Vol. 31, Issue 32
10 Aug 2011
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Quasi-periodic Fluctuations in Default Mode Network Electrophysiology
Andrew L. Ko, Felix Darvas, Andrew Poliakov, Jeffrey Ojemann, Larry B. Sorensen
Journal of Neuroscience 10 August 2011, 31 (32) 11728-11732; DOI: 10.1523/JNEUROSCI.5730-10.2011

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Quasi-periodic Fluctuations in Default Mode Network Electrophysiology
Andrew L. Ko, Felix Darvas, Andrew Poliakov, Jeffrey Ojemann, Larry B. Sorensen
Journal of Neuroscience 10 August 2011, 31 (32) 11728-11732; DOI: 10.1523/JNEUROSCI.5730-10.2011
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