Related Experiment Video
Updated: May 16, 2026

Functional Transcranial Doppler Ultrasound for Monitoring Cerebral Blood Flow
Published on: March 15, 2021
Quantitative multi-echo T2-based cerebrospinal fluid fraction (CSFF) mapping reveals sleep-wake-dependent brain fluid
Gawon Lee1, Myung Kyun Woo1, Seung Hong Choi1
1From the Department of Biomedical Engineering (G.L., M.K.W., S-H.O.), Hankuk University of Foreign Studies, Yongin, Republic of Korea; Departments of Radiology (S.H.C., R.-E.Y.), Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea; Center for Nanoparticle Research (S.H.C.), Institute for Basic Science (IBS), Seoul, Republic of Korea; School of Chemical and Biological Engineering (S.H.C.), Seoul National University, Seoul, Republic of Korea and Diagnostic Radiology (S-H.O.), Diagnostics Institute, Cleveland Clinic, Cleveland, Ohio, USA.
Background And Purpose:
Sleep enhances CSF movement along the perivascular spaces, promoting more efficient clearance of waste from the brain. We determined whether quantitative multi-echo T2-derived cerebrospinal fluid fraction (CSFF) mapping detects sleep-wake-dependent changes in brain free-water compartments in healthy adults.
Materials And Methods:
In this prospective within-subject crossover study, sixteen healthy adults (20-30 years) completed two scan cycles (day cycle with wakeful daytime activity and night cycle with natural nocturnal sleep) separated by a 1-week washout. Each cycle included baseline (precontrast [0 h]) and follow-up (12h after intravenous injection of the GBCA) multi-echo T2 imaging. CSFF maps were computed voxel-wise using multiexponential T2 decomposition to quantify the long T2 (CSF-like) component relative to the total water signal. ROI-based analyses and histogram evaluations were performed in the basal ganglia, frontal, parietal, and occipital cortices, insula, and cerebral WM. Paired comparisons of the relative CSFF changes (12 h - 0 h) between the day and night cycles were performed using the Wilcoxon signed-rank test.
Results:
Relative CSFF change differed between day and night cycles in the bilateral putamina, right caudate nucleus, bilateral parietal cortices, bilateral occipital cortices, and bilateral cerebral WMs (all P < .05). During daytime wakefulness, CSFF increased across regions, whereas nighttime sleep was associated with reduced CSFF (left putamen: median, 1.12% [IQR: -3.55 to 10.08] (day) vs. median, -3.41% [IQR: -21.45 to 2.81] (night); left parietal cortex: median, 10.58% [IQR: 6.59 to 14.01] (day) vs. median, -5.91% [IQR: -8.55 to -2.35] (night)). Voxel-wise maps and histogram shifts were consistent with these regional effects.
Conclusions:
Quantitative multi-echo T2-based CSFF mapping provides noncontrast, whole-brain, voxel-wise assessment of sleep-wake-related brain fluid redistribution and may serve as an MRI biomarker to probe glymphatic function in humans.

