Related Experiment Video
Updated: Feb 1, 2026

Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
Unmasking the bias: Can diffusion-weighted imaging reliably assess glymphatic function in awake and anesthetized
Ryszard Stefan Gomolka1, Antonio Ladrón-de-Guevara2, Søren Grubb3
1Center for Translational Neuromedicine, University of Copenhagen, 2200 Copenhagen N, Denmark; Panum NMR Core Facility, University of Copenhagen, 2200 Copenhagen N, Denmark.
None:
This study investigated whether magnetic resonance (MR) diffusivity parameters derived from diffusion-weighted imaging (DWI) can serve as biomarkers of glymphatic function in awake and anesthetized mice. Spectral apparent diffusion coefficient (ADC) analysis, obtained using an inverse Laplace transform, revealed that both Isoflurane (ISO) and Ketamine/Xylazine (K/X) anesthesia reduced the magnitude and range of diffusivities associated with interstitial fluid space (≤1 µm²/ms) compared with the awake state. Perfusion-related diffusivities (20-80 µm²/ms) increased under ISO but decreased under K/X. Monoexponential ADC and biexponential intravoxel incoherent motion (IVIM) modeling showed that ISO dose-dependently elevated, while K/X reduced, both slow and fast diffusivities across the brain. Dynamic contrast-enhanced MRI (DCE-MRI) indicated intermediate glymphatic influx in awake mice relative to both anesthetic conditions, without regional correlation to DWI-derived parameters. Perfusion micro-computed tomography (µCT) further demonstrated that ADC and IVIM metrics correlated regionally with mean transit time, suggesting a confounding by cerebral blood flow (CBF). Two-photon microscopy confirmed anesthesia-induced changes in cortical microvessel diameters consistent with perfusion alterations. Collectively, these findings indicate that MR diffusivity measures are strongly influenced by state-dependent physiological changes, and in particular perfusion. This represents an important limitation that warrants caution when using DWI to compare extracellular space, interstitial fluid flow, or glymphatic activity across different physiological or anesthetic states. Therefore, although technically challenging, we suggest that DWI studies aimed at assessing glymphatic or interstitial dynamics should be performed in awake conditions to minimize variability and anesthesia-related perfusion confounds across studies.
Related Concept Videos
Confirmation Biases
Assessment of Diffusion and Perfusion
The Role of Diffusion in Respiration
Diffusion is the process by which molecules move from an area of higher concentration to an area of lower concentration. In the respiratory system, this...
Reliability and Validity
Hindsight Biases
Diffusion
Bias
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...

