Andreas Bruns1, Anna Mechling1, Eva Mracsko1, Thomas Mueggler1, and Basil Künnecke1
1Roche Pharma Research & Early Development, Neuroscience, Ophthalmology and Rare Diseases Discovery & Translational Area, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
Synopsis
We assessed robustness and reproducibility of the
cuprizone mouse model of de- and remyelination for its use in testing novel
pharmacological treatments of demyelinating disorders such as multiple
sclerosis. In several multimodal MRI studies using independent batches of
animals, increases in T2, decreases in MTR and FA and biphasic responses in MK
upon cuprizone feeding, as well as partial recoveries after cuprizone
withdrawal, showed huge effect sizes and high cross-study consistency,
especially in the corpus callosum. Our results substantiate the suitability of
the cuprizone mouse model for longitudinal monitoring of the pathology using
multimodal MRI.
Introduction
Demyelination is a hallmark of multiple sclerosis
and other neurodegenerative diseases. Feeding of the copper chelator cuprizone
to mice has become an accepted animal model of de- and remyelination, which would
be very appealing for longitudinal MRI assessments to test novel
pharmacological treatment strategies for remyelination and axonal recovery.
However, reports on cuprizone-induced demyelination and spontaneous
remyelination upon withdrawal are rather heterogeneous, describing varying
degrees and temporal patterns of MRI-derived parameter changes, and thus
questioning the utility of the cuprizone mouse model.1 Hence, we set
out to demonstrate robustness and reproducibility of the model using a fast MRI
protocol for clinically translatable multiparametric readouts of myelination in
6+1 groups of mice across 3 studies performed months apart on independent
batches of animals.
Methods
In 3 related though independent studies, 60 adult
male C57Bl/6 mice received standard diet (n=10)
or diet with 0.2% cuprizone as food-admix (n=50)
during 4–5 weeks, followed by 4–5 weeks of cuprizone withdrawal to allow for
remyelination. Progression and regression of pathology were assessed by
multiparametric MRI including T2 relaxation time, magnetisation transfer ratio
(MTR), fractional anisotropy (FA) and mean kurtosis (MK), performed prior to
and repeatedly after cuprizone feeding (study designs: Fig.1). During imaging,
freely breathing animals were kept under isoflurane anaesthesia. MRI was
performed on a Bruker BioSpec 9.4T/20cm scanner equipped with a body coil and a
receive-only brain surface coil. The acquisition protocol comprised T2 maps (multi-slice
multi-spin-echo sequence, TR=2200ms, TE=10–120ms, 2 averages), MTR maps (RARE-4
sequence, TEeff/TR=16/2365ms, 4 averages; preceded by
magnetisation transfer module, 10μT irradiation 8.5kHz downfield of water), and diffusion
tensor and kurtosis imaging (DTI/DKI) (1-9-9 scheme, i.e., 1 A0
image and 9 gradient directions at b-values 1000s/mm2 and 2000s/mm2,
respectively; EPI readout, TE/TR=23.5/3000ms, 4 averages).2
Images were collected over a 20´20mm2
field-of-view and 15 or 16 coronal slices of 0.6mm and 0.8mm thickness,
respectively. Images were registered to an anatomical template, and parameters
were averaged within 10 pre-defined brain regions of interest (ROIs) of white or
grey matter, respectively (cf. Fig.3 legend). In order to quantify robustness
and reproducibility of parameter changes, longitudinal effect sizes (Cohen’s d) were determined within each
of the 6+1 groups and for each ROI. Their cross-group means and standard
deviations were taken as measures of response strength (robustness) and
consistency (reproducibility), respectively. In addition, a variance components
analysis with factors Visit and Group/Study was used to estimate the percent
variance explained by cuprizone- and recovery-related within-group changes (Visit) as compared to the total
variance.Results
Baseline starting values of all parameters were
highly consistent across groups and studies on an absolute quantitative scale
(cross-group coefficients-of-variation (CVs) for T2, MTR, FA and MK: 0.5%,
0.8%, 1.9% and 1.2%). The strongest changes after cuprizone feeding and
withdrawal were seen in the corpus callosum, i.e., the largest white-matter
region accessible to MRI in rodents (Fig.2). While the negative-control group
showed only a moderate, presumably age-related, trend in each parameter, the
active groups exhibited massive increases in T2 (Cohen’s d mean ±
standard deviation: 8.3±1.2,
i.e., CV=14 %) and decreases in
MTR (d=–6.3±1.6) and FA (d=–5.3±2.0) upon cuprizone feeding, as well as partial
recoveries during the subsequent withdrawal phase. Notably, the temporal
evolutions of these parameters were highly consistent across groups and studies:
the relative variance explained by Visit
was 86%, 68% and 71%, respectively, as opposed to 2%, 8% and 2% explained by Group/Study. MK displayed a pronounced cuprizone-induced
increase (d=3.0±0.9) followed by a rapid drop towards smaller
values as compared to baseline (d=–2.8±0.5) in studies A and B. (In study C, this
transient increase occurring at week ~4 was apparently missed due to longer
cuprizone feeding.) Effects in other ROIs were weaker, yet still prominent,
consistent and qualitatively equivalent to changes in the corpus callosum (Fig.3).Discussion
The MRI parameter changes induced by cuprizone,
primarily in the white matter, are in line with common hypotheses and previous
reports, i.e., demyelination (1) reducing the relative amount of water bound to
macromolecules, thereby increasing T2 and decreasing MTR; and (2) degrading myelin/axonal
integrity, thereby decreasing FA. The precise association between MK and
microstructural integrity is still under debate, in which respect it is
particularly interesting that we observed a transient MK increase rapidly followed
by a reversal and overshoot into the opposite, which precisely replicates a recent
finding from a different lab.3Conclusion
The plausibility of the changes, their huge effect
sizes and the highly consistent spatio-temporal patterns that we observed in
independent studies substantiate the robustness and reproducibility of the
cuprizone mouse model and its suitability for future use, e.g., in drug
research, using multimodal MRI.Acknowledgements
We thank our technical staff Stephanie Schöppenthau
and Sébastien Debilly for the extremely reliable animal handling and data
acquisition, as well as Thomas Bielser for implementing the powerful in-house
data management and image preprocessing software.References
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