Evidence map›Paper›PMID 42812631›Full record

ArticleFrontiers in neuroscience2026

Regional and network patterns of sleep-depth-associated brain diffusion changes: an EEG-informed multishell diffusion MRI study.

Jehyeong Yeon, Chul-Ho Sohn, Chang-Soo Yun, Kun-Jin Chung, Byong-Ji Min, Chang-Ho Yun, Bong Soo Han

Abstract read
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Article in Frontiers in neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jehyeong YeonDepartment of Radiation Convergence Engineering, College of Software and Digital Healthcare Convergence, Yonsei University, Wonju, Gangwon-State, Republic of Korea.
Chul-Ho SohnDepartment of Radiology, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, Republic of Korea.
Chang-Soo YunNeuroscience Research Institute, Gachon University Gil Medical Center, Incheon, Republic of Korea.
Kun-Jin ChungDepartment of Radiation Convergence Engineering, College of Software and Digital Healthcare Convergence, Yonsei University, Wonju, Gangwon-State, Republic of Korea.
Byong-Ji MinDepartment of Radiation Convergence Engineering, College of Software and Digital Healthcare Convergence, Yonsei University, Wonju, Gangwon-State, Republic of Korea.
Chang-Ho YunDepartment of Neurology, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea.
Bong Soo HanDepartment of Radiation Convergence Engineering, College of Software and Digital Healthcare Convergence, Yonsei University, Wonju, Gangwon-State, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sleep is thought to modulate brain fluid transport; however, whether these physiological processes are reflected in regional diffusion magnetic resonance imaging (MRI) parameters and their interregional organization during sleep remains unclear. We performed simultaneous electroencephalography (EEG) and repeated multishell diffusion MRI during zolpidem-facilitated sleep in 12 healthy adults. Analyses included nine participants who maintained sleep throughout all diffusion acquisitions. Scan-wise sleep depth was quantified using the odds ratio product (ORP), which showed excellent agreement with EEG-defined arousal states and an expected inverse association with relative delta power. The diffusion tensor and kurtosis metrics were quantified within the JHU ICBM-DTI-81 white-matter and the Automated Anatomical Labeling atlas, v. 2 (AAL2) gray-matter regions. We examined regional sleep-depth associations and interregional correlation networks. Exploratory analyses showed that deeper sleep was associated with lower white-matter anisotropy, reflected in reduced fractional anisotropy and kurtosis fractional anisotropy within major projection and association pathways. In the gray matter, associations with sleep depth were more pronounced, with lower axial, mean, and radial diffusivities, whereas the corresponding kurtosis metrics showed associations in the opposite direction that reached nominal significance. These associations were primarily localized to the frontocentral sensorimotor and medial frontal-cingulate regions. Correlation network analysis identified seven interregional correlations that were sensitive to sleep depth after controlling for global covariance. Four were located within the middle cerebral artery territory, two within the posterior circulation cerebellar and vermian regions, and one sensorimotor correlation spanned the anterior and middle cerebral artery territories. These findings demonstrate region-specific and coordinated diffusion changes during human sleep and establish an exploratory network-based framework for investigating diffusion patterns relevant to glymphatic physiology.

Indexed as

diffusion kurtosisdiffusion MRIEEGglymphatic systemnetworksleep

Identifiers

PMID42812631
PMCPMC13619960

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.