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Research ArticleNEUROIMAGING PHYSICS/FUNCTIONAL NEUROIMAGING/CT AND MRI TECHNOLOGY

Delta Wave MRI: fMRI Imaging of Electrophysiologic Activity

Jeffrey I. Berman, Luke Bloy, Shana Ward and Timothy P.L. Roberts
American Journal of Neuroradiology May 2025, DOI: https://doi.org/10.3174/ajnr.A8618
Jeffrey I. Berman
aFrom the Program in Advanced Imaging Research and Department of Radiology (J.I.B., L.B., S.W., T.P.L.R.), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
bDepartment of Radiology (J.I.B., T.P.L.R.), University of Pennsylvania, Philadelphia, Pennsylvania
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Luke Bloy
aFrom the Program in Advanced Imaging Research and Department of Radiology (J.I.B., L.B., S.W., T.P.L.R.), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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Shana Ward
aFrom the Program in Advanced Imaging Research and Department of Radiology (J.I.B., L.B., S.W., T.P.L.R.), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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Timothy P.L. Roberts
aFrom the Program in Advanced Imaging Research and Department of Radiology (J.I.B., L.B., S.W., T.P.L.R.), Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
bDepartment of Radiology (J.I.B., T.P.L.R.), University of Pennsylvania, Philadelphia, Pennsylvania
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SUMMARY:

We propose a novel application of MR encephalography (MREG) to detect the frequency spectrum of endogenous slow oscillatory brain activity (delta, <4 Hz). MREG offers faster image acquisition than conventional fMRI and superior spatial localization than electroencephalography/magnetoencephalography. MREG was acquired at a 0.1-second temporal resolution in a healthy adult during interleaved wakefulness and sleep to demonstrate its capability for detecting delta-band power changes associated with sleep, previously demonstrated by electroencephalography. For each voxel, the brain activity of MREG signal was used to compute a spectrogram and a whole-brain image of delta-band spectral power. The delta-band power was observed to increase during sleep compared with the awake states using measures from MREG voxelwise spectrograms and sequential whole-brain spatial maps of slow-wave power. This work introduces an MR technique for measuring brain slow-wave activity that is sensitive to changes in the magnitude and frequency of brain activity in sleep.

ABBREVIATIONS:

BOLD
blood oxygen level–dependent
EEG
electroencephalography
MEG
magnetoencephalography
MREG
MR encephalography

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  • © 2025 by American Journal of Neuroradiology
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Cite this article
Jeffrey I. Berman, Luke Bloy, Shana Ward, Timothy P.L. Roberts
Delta Wave MRI: fMRI Imaging of Electrophysiologic Activity
American Journal of Neuroradiology May 2025, DOI: 10.3174/ajnr.A8618

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Delta wave MRI
Jeffrey I. Berman, Luke Bloy, Shana Ward, Timothy P.L. Roberts
American Journal of Neuroradiology May 2025, DOI: 10.3174/ajnr.A8618
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