Aurélien Massire1,2,3, Sarah Demortière1,2,4, Pierre Lehmann1,2,5, Henitsoa Rasoanandrianina1,2,3, Maxime Guye1,2, Bertrand Audoin1,2,4, Jean Pelletier1,2,4, and Virginie Callot1,2,3
1Aix-Marseille Univ, CNRS, CRMBM, Marseille, France, 2APHM, Hôpital Universitaire Timone, CEMEREM, Marseille, France, 3iLab-Spine - Laboratoire international - Imagerie et Biomécanique du rachis, Marseille, France, 4APHM, Hôpital Universitaire Timone, Service de Neurologie, Marseille, France, 5APHM, Hôpital Universitaire Timone, Service de Neuroradiologie, Marseille, France
Synopsis
In this exploratory study,
a high-resolution multiparametric quantitative MRI protocol including T1
mapping and diffusion tensor imaging was used to explore the cervical spinal
cord of multiple sclerosis patients at 7T, in comparison to healthy controls. These
patients were also explored at 3T to investigate the potential benefits of 7T
MRI in terms of lesion detection and delineation. The obtained preliminary
results showed an improved qualitative anatomical depiction when compared to
clinical fields and for the first time an in
vivo multiparametric quantitative characterization of the pathological
cervical spinal cord in multiple sclerosis at ultra-high field.
Introduction
By enabling increased
spatial resolution and contrast, ultra-high field (UHF) MRI offers new
opportunities to investigate multiple sclerosis (MS) in the brain1. Because
of several technical challenges, only a handful of studies have started exploring
the benefits of UHF for cervical spinal cord (SC) imaging on healthy volunteers,
using anatomical2-4 and quantitative imaging4-5. Clinical
applications of 7T SC MRI are still in their early stages2, with
studies reporting enhanced MS lesion detection using anatomical imaging in the cervical6
and thoracic7 SC, when compared to optimized protocols at 3T. High-resolution
multiparametric quantitative MRI (mp-qMRI) is only emerging at UHF8-9,
yet could provide new insights on the pathological SC in MS10.
In this study, a
high-resolution mp-qMRI protocol, including T1 mapping and Diffusion
Tensor Imaging (DTI), was employed at 7T to characterize the cervical SC in a
cohort of MS patients at the early stage of the disease and to further investigate
pathological features and structural damage.
Methods
Experiments were
performed on a 7T whole-body research system (Siemens Healthineers) equipped with
an eight-channel transceiver coil array (Rapid Biomedical). Seven MS patients at
the early stage of the disease (6women/1man, age: 30±7yo, EDSS scores: 1.5±1 [0-3],
median disease durations <3yo) and seven healthy controls (5w/2m, age:
24±5yo) were enrolled. The protocol included high-resolution anatomical imaging
using T2*-weighted MEDIC sequence, T1 mapping relying on two
3D transverse MP2RAGE acquisitions8 and DTI with a reduced-FOV diffusion-weighted
single-shot spin-echo EPI sequence9. Acquisition parameters are
provided in Figure_1. All patients were also examined at 3T using conventional
MRI.
MS lesions were first
identified at 3T and then at 7T based on T2*-weighted images and T1
maps (consensus between a neurologist and a neuroradiologist). Mp-qMRI post-processing4,8-9
was done using MATLAB (The Mathworks),
PropSeg11, the Spinal Cord Toolbox12 and FSL13 (FMRIB). 3D T1
maps were resliced and registered to DTI maps at each cervical level. C1-to-C7 T1
maps were manually segmented in four regions of interest (ROI): normal
appearing (NA) GM and WM, GM and WM lesions. GM/WM cross sectional areas (CSA)
were measured on T1 maps. Statistical analyses were performed using all-pairs
Wilcoxon (CSA) and multiple comparison Steel-Dwass (mp-qMRI) non-parametric
tests on JMP9 (SAS).
Evolutions of T1
with distance from meninges were also investigated.
Results
Figure_2 presents the
main findings in terms of lesion detection and delineation from the 7T/3T qualitative
radiological investigation. Lesions were mostly found in lateral (65%) and
posterior WM (26%), comparable to the litterature14. Examples of DTI
maps, resliced T1 maps and manually segmented ROI at every cervical
level are shown on Figure_3. Overall, 1/3 of the DTI data had to be discarded
because of artifacts, mostly at lower levels. Mp-qMRI and statistical analyses
results, reported in Figure_4, showed increased T1, decreased λ//, λ┴ and MD in MS lesions
located within the WM. Interestingly, only increased T1 was reported
for GM lesions. As for NA tissue, no statistically significant differences
relative to healthy controls were found.
Figure_5 reports mean
CSA measured on the two cohorts, with lower CSA found for patients; and mean T1 values plotted versus the distance from the outer
cerebrospinal fluid or the central canal, with different T1
evolutions for lateral and posterior NAWM tissue in MS patients.
Discussion
The images obtained at
7T had very high in-plane resolution, enabling improved MS lesions delineation and
exquisite anatomical details visualization, including central canal, anterior
fissure and posterior septum, which were
in majority larger in patients compared to healthy
controls (see Figure 2). Figure_5 also suggests these enlargements as a possible
cause for increased T1 values in proximate lateral and posterior NAWM.
Although not specific,
the T1/DTI results indicate MS-related microstructural impairments (axonal
loss, demyelination) along with related WM atrophy, as previously reported by
the litterature15. It is worth noting that DTI differences were less
sensitive than T1 changes16 for MS lesions due to several
confounding factors, especially for GM. In terms of spatial coverage, the C1-to-C7
10-mm slices used for analyses sampled 75% of the cervical SC on average. Full
exploitation of the 3D MP2RAGE volumes will be subject to future work to obtain
an exhaustive characterization of the whole cervical SC. Additional patients
and matched healthy controls will be included to confirm these results.
Future work is also
aimed towards improving the robustness of 7T mp-qMRI (sources of artifacts included
movements, partial volume effect and poor B0
shimming) and fully demonstrating its advantages as compared to mp-qMRI at
clinical lower fields.Conclusion
Overall, these
preliminary results showed the great potentials of high-resolution mp-qMRI for
MS investigations at UHF. By using T1 mapping especially, specific anatomical
features and microstructural characterization were enhanced (atrophy with
enlargement of the median fissure, dilatation of central canal and septum).
Acknowledgements
This work was supported by the following funding
sources: ARSEP Foundation “Fondation pour l’Aide à la Recherche sur la Sclérose
En Plaques”, Investissements d’Avenir 7T-AMI-ANR-11-EQPX-0001, and CNRS (Centre
National de la Recherche Scientifique).
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