Anna Morr1, Rafaela Vieira da Silva1, Gergely Bertalan1, Stefan Paul Koch1, Susanne Mueller1, Philipp Boehm-Sturm1, Jürgen Braun1, Carmen Infante Duarte1, and Ingolf Sack1
1Charité - Universitätsmedizin Berlin, Berlin, Germany
Synopsis
The disease progression in
a mouse model of multiple sclerosis (EAE) was monitored based on regionally
resolved brain viscoelasticity. Multifrequency MR elastography was applied
prior to immunization and during subsequent phases of disease progression. Our
results suggest that mechanical structures of the brain, particularly
throughout the whole brain, in the cortex, and in the periventricular and
hippocampal areas, are already significantly affected by neuroinflammation
bevor clinical disability is manifested. Moreover, stiffness of the hippocampus
and periventricular tissue transiently recovered during remission and became
re-affected during relapse. This suggests that mechanical alterations are
transient and recover during remission.
Introduction
MRE is a non-invasive method that quantifies tissue viscoelastic
properties, such as stiffness and viscosity, by introducing shear waves into
the tissue [1]. Inflammatory processes can influence the mechanical
integrity of tissue by affecting, for instance, the cellular and molecular
composition of brain tissue in a mouse model of multiple sclerosis (MS), the
experimental autoimmune encephalomyelitis (EAE) [2-4]. Previous work has also demonstrated that brain
stiffness is reduced in patients with neuroinflammatory conditions [5, 6] already at very early time points of the disease [7]. Recent developments of multifrequency MRE and tomoelastography
of the mouse brain make it now possible to acquire multiple image slices at
different excitation frequencies within less than ten minutes [8]. This method
fosters longitudinal mapping of viscoelastic parameters of the mouse brain with
rich anatomical detail. Therefore, the aim of this exploratory study was to investigate
region-specific changes in cerebral viscoelastic properties over the course of
a relapse-remitting MS-like pathology, using the EAE mouse model.Methods
EAE was induced in 8 weeks
old female SJL/J mice (n=16) with 250ng PLP, 200µl Complete Freund’s Adjuvant
and 800ng H37Ra, in addition to 250ng Pertussis toxin on days 0 and 2. Mice
were daily scored for clinical signs of disease and determination of disease
progression. As shown in figure 1A, baseline scans were conducted a week before
immunization (n = 16) and longitudinally at the pre-onset (n = 15), onset (n = 16),
peak (n = 15), remission (n = 12) and relapse phases (n = 7).
MRE scans were performed at
a 7-T small-animal scanner (Bruker BioSpec, Ettlingen, Germany). Waves images
using multifrequency tomoelastography were acquired using 5 frequencies ranging
from 1000Hz - 1400Hz (7slices, 0.8mm thickness, TE = 53ms, TR = 4000ms, FOV = 16.2x10.8mm²,
matrix size = 90 x 60). Vibrations were generated using a costume-made
driver system using a nonmagnetic piezoceramic actuator (figure 1B) [8]. The data was processed using the k-MDEV inversion
algorithm for shear wave speed (c in m/s) as a surrogate marker of stiffness and
MDEV inversion for phase angle of the complex shear modulus (φ in rad, also
named loss angle) as a measure of tissue fluidity (figure1C). The mean of c and
φ were calculated in region of interests (ROI) manually drawn on the image
slice which best depicted the investigated anatomical region. To reduce bias
the data was blinded. Results
We found that MRE is sensitive to EAE phase-specific
regional variations of viscoelasticity. As shown in figure 2A there was a
significant irreversible decrease in c in the cortex and the whole brain during
progression of the disease. The hippocampus and periventricular tissue also
showed a decrease in c in the inflamed brain, which, however, was reversed
during EAE remission (for mean ± SD and p-values see figure 3). The thalamus
was not affected. The loss angle φ was only affected in the periventricular
area (φ = 0.95 ± 0.06) where it was reduced at peak disease (φ = 0.77 ± 0.06 rad,
p<0.0001) with temporary increase during remission phase (φ = 0.90 ± 0.09 rad,
p = 0.002, repeated measures ANOVA) (figure 2B). Furthermore,
ventricle size significantly increased during the onset and at peak of the
disease, was reduced again during remission, while enlarged during relapse (figure
4A-B left, for mean ± SD and p-values see figure 5). Ventricle size
significantly positive correlated with clinical scores (p<0.0001, r=0.7589, figure
4B right) while c and φ were inversely correlated with
clinical score (c p<0.0001, r = -0.6725 (Pearson correlation coefficient) and
φ p<0.0001, r = -0.59944).Discussion
Multifrequency MRE revealed region-specific changes in
the viscoelastic properties of the brain during the course of EAE. Reversible
softening of the hippocampus and periventricular areas indicates that the
underlying pathology is transient and probably does not involve degenerative
and long-lasting processes such as myelin degradation and neuronal degeneration
[9-11]. On the other hand, irreversible softening of the
cortex and whole brain tissue suggest that neuroinflammation is also associated
with long-term pathological alterations that appear early on. Ventricular
enlargement as a potential marker of MS [12-13] was not responsive to the
pre-onset phase of EAE.
We will perform histological analyses to better
understand the correlation of ventricular enlargement and reduction of viscoelastic
properties in the periventricular areas and other affected brain areas due to
EAE disease progression. Conclusion
MRE showed high sensitivity to regional alterations of
brain tissue due to neuroinflammation at different stages of the EAE. The
observed MRE parameter changes in the hippocampus and periventricular tissue
suggest reversible tissue alterations in these areas that correlated with the
disease state. Thus, mechanical tissue properties could be of potential value as
imaging markers to monitor disease progression in MS.Acknowledgements
Funding from the German Research Foundation (GRK 2260
BIOQIC, SFB1340 Matrix in Vision) is gratefully acknowledged. Funding to SPK,
SM and PBS was provided by the BMBF under the ERA-NET NEURON scheme (01EW1811),
and the German Research Foundation (DFG, Project BO 4484/2-1 and EXC
NeuroCure).References
1. Hiscox, L.V., et al., Magnetic resonance elastography (MRE) of the
human brain: technique, findings and clinical applications. Phys Med Biol,
2016. 61(24): p. R401-R437.
2. Millward, J.M., et al., Tissue structure and inflammatory processes
shape viscoelastic properties of the mouse brain. NMR Biomed, 2015. 28(7): p. 831-9.
3. Riek, K., et al. MR elastography of mice in experimental
autoimmune encephalitis. in Proceedings
19th Scientific Meeting, International Society for Magnetic Resonance in
Medicine. 2011. Montreal.
4. Wang, S., et al., MR Elastography-Based Assessment of Matrix
Remodeling at Lesion Sites Associated With Clinical Severity in a Model of
Multiple Sclerosis. Front Neurol, 2019. 10: p. 1382.
5. Streitberger, K.J., et al., Brain viscoelasticity alteration in
chronic-progressive multiple sclerosis. PLoS One, 2012. 7(1): p. e29888.
6. Wuerfel, J., et al., MR-elastography reveals degradation of
tissue integrity in multiple sclerosis. Neuroimage, 2010. 49(3): p. 2520-5.
7. Fehlner, A., et al., Higher-resolution MR elastography reveals
early mechanical signatures of neuroinflammation in patients with clinically
isolated syndrome. J Magn Reson Imaging, 2016. 44(1): p. 51-8.
8. Bertalan, G., et al., Fast tomoelastography of the mouse brain by
multifrequency single-shot MR elastography. Magnetic Resonance in Medicine,
2019. 81(4): p. 2676-2687.
9. Riek, K., et al., Magnetic resonance elastography reveals
altered brain viscoelasticity in experimental autoimmune encephalomyelitis.
Neuroimage Clin, 2012. 1(1): p.
81-90.
10. Freimann, F.B., et al., MR elastography in a murine stroke model
reveals correlation of macroscopic viscoelastic properties of the brain with
neuronal density. NMR Biomed, 2013. 26(11):
p. 1534-9.
11. Schregel, K., et al., Demyelination reduces brain parenchymal
stiffness quantified in vivo by magnetic resonance elastography. Proc Natl
Acad Sci U S A, 2012. 109(17): p.
6650-5.
12. Brex, P. A., Jenkins, R., Fox, N. C.,
Crum, W. R., O’Riordan, J. I., Plant, G. T., & Miller, D. H. (2000).
Detection of ventricular enlargement in patients at the earliest clinical stage
of MS. Neurology, 54(8), 1689-1691.
13. Dalton, C. M., Brex, P. A., Jenkins, R., Fox, N. C., Miszkiel, K. A.,
Crum, W. R., ... & Miller, D. H. (2002). Progressive ventricular
enlargement in patients with clinically isolated syndromes is associated with
the early development of multiple sclerosis. Journal of Neurology,
Neurosurgery & Psychiatry, 73(2), 141-147.