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Updated: Dec 18, 2025

In Vivo Imaging of Cerebrospinal Fluid Transport through the Intact Mouse Skull using Fluorescence Macroscopy
Published on: July 29, 2019
Apparent diffusion coefficient estimates based on 24 hours tracer movement support glymphatic transport in human
Lars Magnus Valnes1, Sebastian K Mitusch2, Geir Ringstad3
1Department of Mathematics, University of Oslo, Oslo, Norway.
Abstract:
The recently proposed glymphatic system suggests that bulk flow is important for clearing waste from the brain, and as such may underlie the development of e.g. Alzheimer's disease. The glymphatic hypothesis is still controversial and several biomechanical modeling studies at the micro-level have questioned the system and its assumptions. In contrast, at the macro-level, there are many experimental findings in support of bulk flow. Here, we will investigate to what extent the CSF tracer distributions seen in novel magnetic resonance imaging (MRI) investigations over hours and days are suggestive of bulk flow as an additional component to diffusion. In order to include the complex geometry of the brain, the heterogeneous CSF flow around the brain, and the transport over the time-scale of days, we employed the methods of partial differential constrained optimization to identify the apparent diffusion coefficient (ADC) that would correspond best to the MRI findings. We found that the computed ADC in the cortical grey matter was 5-26% larger than the ADC estimated with DTI, which suggests that diffusion may not be the only mechanism governing transport.
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