Author Of 1 Presentation
PS11.04 - Quantitative susceptibility mapping classifies white matter lesions with different myelin and axonal content and quantifies diffuse pathology in MS
Abstract
Background
Quantitative susceptibility mapping (QSM) identifies iron accumulation and myelin loss in smoldering white matter lesions (WMLs). Yet, QSM may be also used to provide a broader understanding of focal and diffuse MS pathology.
Objectives
To study QSM features across WMLs, to assess myelin and axonal loss in WMLs with different QSM features and to quantify QSM pathology in normal-appearing white and cortical grey matter (NAWM, NAGM).
Methods
Ninety-one MS patients (62 RRMS, 29 PMS) and 72 healthy controls (HC) underwent QSM, myelin water imaging (MWI) and multishell diffusion at 3T MRI. In WMLs, cortical lesions (CLs), NAWM and NAGM, we extracted mean QSM, myelin water fraction (MWF) and neurite density index (NDI). WMLs were classified into 5 groups according to their appearance on 3D-EPI QSM: (i) isointense; (ii) with hyperintense rim, Rim+ (iii); with hypointense rim relative to the lesion core, hypo Rim; (iv) hyperintense; (v) hypointense. Mann-Whitney and Kruskal-Wallis test with Dunn’s correction for multiple comparison were used to compare (a) lesion types and (b) specific lesions vs all other WMLs. Voxel-wise comparisons of NAWM QSM were performed using Threshold-Free Cluster Enhancement (TFCE) clustering. Cortical analysis of QSM NAGM and GM-HC was performed using FreeSurfer and compared using a General Linear model (GLM).
Results
Of 1136 WMLs in QSM maps, we detected: (i) 314 (27.6%), (ii) 183 (16.1%), (iii) 16 (1.41%), (iv) 577 (50.8%) and (v) 46 (4.05%) WML. All WML exhibited lower NDI than NAWM and WM-HC (P<0.0001). Isointense lesions exhibited higher NDI (P=0.0115) and MWF (P<0.0001) than other WMLs. Rim + and hyperintense lesions exhibited lower MWF than NAWM and WM-HC (P<0.0001). Rim + lesions showed lower MWF and NDI than other WML types (P<0.001). Hypo Rim+ lesions and hypointense lesions exhibited higher MWF than other WMLs (P=0.0006, P<0.05). Hyperintense lesions exhibited lower MWF than other WMLs types (P<0.01) except Rim+ lesions. TFCE and vertex-wise cortical surface analysis showed areas throughout the NA tissue, where QSM is either lower or higher compared to healthy tissue in HC and in PMS compared to RMS (P<0.01).
Conclusions
QSM is sensitive to diffuse and focal pathology with various myelin and axonal characteristics. We hypothesize that isointense WMLs show high repair activity, hypointense WMLs are remyelinated lesions and hyperintense WMLs are chronic inactive lesions. MRI-histopathology work is ongoing to confirm these findings.
Author Of 2 Presentations
P0534 - Advanced magnetic resonance imaging for myelin and axonal density in MS: correlation with clinical disability and serum neurofilament levels (ID 1781)
Abstract
Background
Myelin water imaging (MWI) and neurite orientation dispersion and density imaging (NODDI) provide sensitive surrogate markers of myelin and axonal content in lesions and normal-appearing tissue. However, to date, there is scarce information about the relationship of these measures with (i) disability; and (ii) the axonal damage specific biomarker serum neurofilament light chain (sNfL).
Objectives
To explore the correlation of MWI and NODDI measures in MS lesions and in normal-appearing (NA) brain tissue with disability and sNfL.
Methods
Ninety-one MS patients (62 relapsing-remitting MS-RRMS and 29 progressive MS-PMS) underwent MWI and NODDI. Mean myelin water fraction (MWF) and neurite density index (NDI) were extracted in white matter lesions (WMLs), cortical lesions (CLs), NA white matter (NAWM) and cortical NA gray matter (CNAGM). For sNfL, a logarithmic transformation was applied to comply with normality assumption. Correlation studies between MRI measures, sNfL and EDSS were performed using linear models, with age and gender as covariates. The models were performed for the whole sample and for patients with clinical deficits only (EDSS >1).
Results
MWF and NDI did not correlate with EDSS when the entire cohort was considered (P>0.05). However, for those patients with clinical deficits (EDSS> 1), NDI in WMLs was associated with EDSS (NDI: P<0.01, beta=-10.00; N=74). We also found that MWF and NDI in WMLs were related to sNfL (MWF: P<0.01, beta=0.13; NDI: P<0.01, beta=-3.60). Again, this correlation was stronger in patients with EDSS>1 (MWF: P<0.01, beta=0.13; NDI: P <0.01, beta=-3.60).
Conclusions
Imaging surrogate markers of myelin and axon pathology in WML – and not in CLs and NA tissues - are correlated with disability and sNfL. Interestingly, associations between those imaging markers and disability/sNFL were more evident in patients with clinical deficits as compared to those without neurological deficits.
P0620 - QSM detects greater rate of reduction in lesion magnetic susceptibility in patients treated with Dimethyl Fumarate over Glatiramer Acetate treatment (ID 1783)
Abstract
Background
Chronic active multiple sclerosis (MS) lesions, characterized by a hyperintense rim (rim+) on quantitative susceptibility mapping (QSM), have been shown to contain iron-enriched, activated microglia and macrophages. QSM is a potential biomarker to monitor treatments directed toward the CNS inflammation. Studies have suggested that dimethyl fumarate (DMF) may reduce the pro-inflammatory innate immune response in the CNS. A comparison to other disease modifying therapies (DMTs) is warranted to evaluate this potential benefit.
Objectives
To determine if dimethyl fumarate (DMF) reduces the iron load, as measured on QSM, in chronic active MS lesions at a greater rate than glatiramer acetate (GA) treatment.
Methods
Sixty-one patients (41 female, 20 male, mean age: 42.1 years +/- 10.9 and EDSS 0.82 +/- 1.2), were considered for this analysis. Fifty-six patients had relapsing-remitting MS and 5 had clinically-isolated syndrome; 37 patients were treated with DMF and 24 with GA. The two treatment groups had similar baseline clinical characteristics; however, DMF patients had less time on treatment as compared to GA (3.86 +/- 1.75 years vs 5.99 +/- 2.67 years, p<0.001). Patients had a QSM scan prior to treatment and a minimum of two on-treatment QSM MRIs. Lesions were classified as rim+ or rim- negative based upon a review of two independent reviewers. To compare longitudinal QSM change in the rim+ lesions among treatment groups, a linear mixed effects model was utilized.
Results
At baseline, patients treated with GA had more QSM rim+ lesions (9.4%) as compared to those starting DMF (4.5%), p=0.0004, however the number of patients having at least one rim+ lesion was similar (16 vs 18 patients) among the treatment groups. DMF patients with rim+ lesions had a longer disease duration as compared to rim+ GA patients (8.15 +/- 6.82 vs 3.55 +/- 4.85 years, p= 0.032). In the subset of patients with QSM rim+ lesions, there was a significantly larger decrease in susceptibility in rim+ lesions with DMF treatment as compared to GA, p< 0.0009. There was minimal reduction of susceptibility in rim- lesions, which was similar among treatment groups; all patients (p=0.92) and QSM rim+ only patients (p=0.11).
Conclusions
This study suggests that DMF reduces the iron load in rim+ MS lesions at a greater rate than GA. These results support QSM to evaluate the effectiveness of various DMTs on the CNS innate immune response in chronic active MS lesions.