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Updated: Aug 29, 2026

High-resolution Functional Magnetic Resonance Imaging Methods for Human Midbrain
Published on: May 10, 2012
Functional MRI using intravascular contrast agents: detrending of the relative cerebrovascular (rCBV) time course
Adam J Schwarz1, Torsten Reese, Alessandro Gozzi
1Department of Neuroimaging, Centre of Excellence for Drug Discovery (Psychiatry), GlaxoSmithKline Medicines Research Centre, Verona, Italy. adam.j.schwarz@gsk.com
Abstract:
In pharmacological fMRI experiments in animal models, blood pool contrast agents may be used to map cerebral blood volume change as a surrogate for neural activation. When the background signal drift due to contrast agent washout is non-negligible over the duration of the signal changes of interest, time-course detrending is essential for accurate interpretation of the experiment. Detrending approaches based on estimation of the background signal from a baseline period of the time course prior to pharmacological (or functional) challenge were evaluated with the aim of identifying a robust method of estimating the contrast agent washout contribution to the background signal drift. For fMRI studies in the rat, it was found that a constrained fit of a mono-exponential washout model was more accurate than a constant background approximation and unconstrained fits for experiments investigating the functional response to rapid pharmacological challenges such as cocaine and amphetamine. Moreover, the constrained fitting approach allows shorter baseline periods than unconstrained extrapolation, reducing the required duration of the experiment.
Insights
Accurate interpretation of animal fMRI requires detrending to correct for contrast agent washout. A constrained mono-exponential washout model fit provides a robust and efficient method for this analysis.
Area of Science:
- Neuroimaging
- Pharmacology
- Biophysics
Background:
- Pharmacological fMRI in animal models uses blood pool contrast agents to measure cerebral blood volume changes.
- Background signal drift from contrast agent washout can confound interpretation of neural activation signals.
- Time-course detrending is crucial for accurate analysis when signal drift is significant.
Purpose of the Study:
- To evaluate detrending methods for estimating background signal drift caused by contrast agent washout in animal fMRI.
- To identify a robust approach for correcting signal drift in pharmacological fMRI experiments.
Main Methods:
- Comparison of different detrending approaches, including constant background approximation, unconstrained fits, and a constrained fit of a mono-exponential washout model.
- Application of methods to fMRI studies in rats investigating responses to rapid pharmacological challenges (cocaine, amphetamine).
Main Results:
- A constrained fit of a mono-exponential washout model demonstrated higher accuracy than constant background approximation and unconstrained fits.
- The constrained fitting approach enabled accurate estimation of contrast agent washout.
- Shorter baseline periods were required with the constrained fitting method compared to unconstrained extrapolation.
Conclusions:
- Constrained mono-exponential washout model fitting is a robust and accurate detrending method for pharmacological fMRI in rats.
- This approach improves the interpretation of functional responses to rapid pharmacological challenges.
- The method reduces overall experiment duration by allowing shorter baseline recordings.
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