Elena Herranz1,2, Costanza Giannì1,2, Céline Louapre1,2, Constantina Andrada Treaba1,2, Sindhuja T Govindarajan1, Gabriel Mangeat1,3, Russell Ouellette1, Marco L Loggia1,2, Noreen Ward1, Eric C Klawiter1,2,4, Ciprian Catana1,2, Jacob A Sloane2,5, Jacob M Hooker1,2, Revere P. Kinkel6, and Caterina Mainero1,2
1Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, United States, 2Harvard Medical School, Boston, MA, United States, 3Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada, 4Department of Neurology, Massachusetts General Hospital, Boston, MA, United States, 5Beth Israel Deaconess Medical Center, Boston, MA, United States, 6University of California, San Diego, CA, United States
Synopsis
In multiple sclerosis (MS) histopathological investigations
implicated neuroinflammation through microglia and/or macrophages activation in
the pathogenesis of cortical and subcortical diffuse damage. By combining 11C-PBR28 positron
emission tomography (PET) imaging with
anatomical 7T and 3T MRI, we investigated the presence and correlates of neuroinflammation
in cortex and gray matter of subjects with MS. We found that neuroinflammation was
present in thalamus, hippocampus, basal ganglia as well as cortex, particularly
cortical lesions, and associated with structural damage, increased neurological
disability and impaired information processing speed. Our data indicate that
neuroinflammation is closely associated with neurodegeneration.Purpose
Diffuse
degeneration of cortical and deep gray matter (DGM) structures is thought to
play a major role in determining disease progression in multiple sclerosis (MS)
[1,2]. The pathophysiological mechanisms leading to diffuse cortical and DGM degeneration
in MS are still unknown. Histopathological investigations implicated neuroinflammation
through microglia and/or macrophages activation in the pathogenesis of cortical
and subcortical diffuse damage [3].
Activated microglia and
macrophages upregulate the expression of the 18kDa translocator protein (TSPO),
which can be detected in vivo by 11C-PBR28 positron emission
tomography (PET) imaging [4]. Here, in a heterogenous MS
cohort, we combined 11C-PBR28 imaging on a high resolution,
integrated human MR-PET system with ultra high resolution 7 Tesla (7T) MRI to i)
investigate the presence of activated microglia and macrophages throughout the cortex
and DGM, ii) assess their relation with neurodegeneration, iii) and with measures
of neurological disability (Expanded Disability Status Scale, EDSS) and information
processing speed (Symbol Digit Modalities Test, SDMT) frequently affected in MS.
Methods
Eighteen MS subjects (11 secondary progressive, SP, and
7 relapsing remitting, RR; mean±SD age=49±11 years; median, range EDSS=6.5,
2-7.5) and 12 age- and TSPO affinity binding (as assessed by the Ala147Thr TSPO
polymorphism [5]) matched healthy controls (HC) underwent 90-minutes of 11C-PBR28
MR-PET (Siemens BrainPET). Anatomical 3T MR scans were simultaneously acquired
for: a) cortical surface reconstruction, cortical thickness (CT) measurement,
using FreeSurfer b) DGM segmentation (thalamus, hippocampus and basal ganglia),
volume estimation, using FIRST-FSL c) MR-PET image registration (Figure1). Standardized
uptake value (SUV) maps were created for 60-90-minute PET frame (1.25 mm
isotropic voxels) and normalized (SUVR), to take into account global
differences across subjects, to a pseudo-reference region with SUV levels
similar in HC and MS.
Seventeen patients underwent
7T (Siemens, 32-channel head coil) acquisitions of T2* gradient-echo
sequences (0.33x0.33x1mm3) to segment intra-cortical (IC) and
leukocortical (LC) lesions (Figure1). Five patients, however, were excluded due
to motion artifacts, 4 patients had no cortical lesions (CL). Lesional, whole
cortex and DGM masks were co-registered to 11C-PBR28 maps to extract
SUVRs. In HC, SUVRs were obtained from cortex and DGM.
Linear regression models
were used to compare, in MS vs HC, SUVRs across GM (CL, whole cortex, DGM), as
well as CT and DGM volumes, and to assess in MS the relationship between SUVRs,
CT, DGM atrophy, and clinical metrics (EDSS, SDMT). Age, gender, TSPO affinity
and intracranial volume were included as regressors when appropriate with a
significant threshold of p<0.05
(we denote as p*, the p-value corrected for multiple comparisons and as p the
uncorrected p-value). Using Freesurfer, a general linear model (GLM) was run on
a vertex-by-vertex basis across the whole cortex (p*<0.05, corrected for
multiple comparisons) to assess: i) differences in 11C-PBR28 SUVRs in
MS vs HC ii) the relationship in MS between 11C-PBR28 SUVRs and
clinical scores. Prior to GLM statistics, each individual SUVR map was coregistered
to cortical surfaces, sampled at mid-cortical distance, smoothed along the
surface with a 10 mm full-width at half maximum Gaussian kernel, and normalized
to a common template surface. TSPO affinity and CT at the vertex level were
used as nuisance factors.
Results
Relative to controls, MS subjects had increased 11C-PBR28 SUVRs
in thalamus (~50%, p*=0.01), hippocampus (~40%, p*=0.002), basal ganglia (22%,
p*=0.01). Increased 11C-PBR28 uptake was also observed in whole
cortex (~18%, p*=0.01), and even more in CL (~36%, p*=0.01), with similar SUVRs
between LCL and ICL (Figure2). Patients had decreased mean CT (MS=(2.3±0.1)mm, HC=(2.3±0.1)
mm, p=0.05) and thalamic volume (MS=(8252±2280)mm3, HC=(9574±1284)mm3,
p=0.006) than HC. Cortical thinning correlated with higher SUVRs in thalamus
(p=0.02), hippocampus (p=0.03) and cortex (p=0.03).
The cortical surface-based analysis disclosed a
cluster of increased 11C-PBR28 uptake in MS vs HC in the middle
temporal cortex of the right hemisphere, extending to the inferior temporal
cortex (Figure3).
Negative correlations were detected between SDMT
scores and 11C-PBR28 uptake in the superior frontal and middle
temporal cortex of both hemispheres,in the right transverse temporal and
frontal cortex, and left lateral occipital and precentral cortex (Table 1, Figure3).
Impaired SDMT scores were also associated with subcortical GM glial activationin
thalamus (p=0.03) and hippocampus (p=0.02)
Neurological disability (EDSS) correlated with
increased11C-PBR28uptake in thalamus (p=0.02), basal ganglia
(p=0.04), and whole cortex (p=0.05), though no regional cortical associations
were found at the vertex-wise GLM analysis.
Conclusion
Our data indicate that neuroinflammation
in MS, likely mediated by activated microglia, is a diffuse process throughout
cortex, particularly cortical lesions, and DGM and it is closely linked to
neurodegeneration and poor clinical outcome.
Acknowledgements
Acknowledgments: This study was supported by Clafin Award; NMSS RG
4729A2/1, US Army W81XWH-13-1-0112References
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