187 results on '"Ouellette, Russell"'
Search Results
2. Characterization of thalamic lesions and their correlates in multiple sclerosis by ultra-high-field MRI.
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Mehndiratta, Ambica, Treaba, Constantina, Barletta, Valeria, Herranz, Elena, Ouellette, Russell, Sloane, Jacob, Klawiter, Eric, Kinkel, Revere, and Mainero, Caterina
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Multiple sclerosis ,atrophy ,central venule ,ovoid ,periventricular ,thalamus ,Atrophy ,Cognitive Dysfunction ,Humans ,Magnetic Resonance Imaging ,Multiple Sclerosis ,Thalamus - Abstract
BACKGROUND: Thalamic pathology is a marker for neurodegeneration and multiple sclerosis (MS) disease progression. OBJECTIVE: To characterize (1) the morphology of thalamic lesions, (2) their relation to cortical and white matter (WM) lesions, and (3) clinical measures, and to assess (4) the imaging correlates of thalamic atrophy. METHODS: A total of 90 MS patients and 44 healthy controls underwent acquisition of 7 Tesla images for lesion segmentation and 3 Tesla scans for atrophy evaluation. Thalamic lesions were classified according to the shape and the presence of a central venule. Regression analysis identified the predictors of (1) thalamic atrophy, (2) neurological disability, and (3) information processing speed. RESULTS: Thalamic lesions were mostly ovoid than periventricular, and for the great majority (78%) displayed a central venule. Lesion volume in the thalamus, cortex, and WM did not correlate with each other. Thalamic atrophy was only associated with WM lesion volume (p = 0.002); subpial and WM lesion volumes were associated with neurological disability (p = 0.016; p
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- 2021
3. Multiple sclerosis lesions in motor tracts from brain to cervical cord: spatial distribution and correlation with disability.
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Kerbrat, Anne, Gros, Charley, Badji, Atef, Bannier, Elise, Galassi, Francesca, Combès, Benoit, Chouteau, Raphaël, Labauge, Pierre, Ayrignac, Xavier, Carra-Dalliere, Clarisse, Maranzano, Josefina, Granberg, Tobias, Ouellette, Russell, Stawiarz, Leszek, Hillert, Jan, Talbott, Jason, Tachibana, Yasuhiko, Hori, Masaaki, Kamiya, Kouhei, Chougar, Lydia, Lefeuvre, Jennifer, Reich, Daniel, Nair, Govind, Valsasina, Paola, Rocca, Maria, Filippi, Massimo, Chu, Renxin, Bakshi, Rohit, Callot, Virginie, Pelletier, Jean, Audoin, Bertrand, Maarouf, Adil, Collongues, Nicolas, De Seze, Jérôme, Edan, Gilles, and Cohen-Adad, Julien
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MRI ,corticospinal tract ,disability ,multiple sclerosis ,Adult ,Brain ,Cervical Cord ,Disability Evaluation ,Disease Progression ,Female ,Humans ,Magnetic Resonance Imaging ,Male ,Middle Aged ,Multiple Sclerosis ,Pyramidal Tracts ,Retrospective Studies - Abstract
Despite important efforts to solve the clinico-radiological paradox, correlation between lesion load and physical disability in patients with multiple sclerosis remains modest. One hypothesis could be that lesion location in corticospinal tracts plays a key role in explaining motor impairment. In this study, we describe the distribution of lesions along the corticospinal tracts from the cortex to the cervical spinal cord in patients with various disease phenotypes and disability status. We also assess the link between lesion load and location within corticospinal tracts, and disability at baseline and 2-year follow-up. We retrospectively included 290 patients (22 clinically isolated syndrome, 198 relapsing remitting, 39 secondary progressive, 31 primary progressive multiple sclerosis) from eight sites. Lesions were segmented on both brain (T2-FLAIR or T2-weighted) and cervical (axial T2- or T2*-weighted) MRI scans. Data were processed using an automated and publicly available pipeline. Brain, brainstem and spinal cord portions of the corticospinal tracts were identified using probabilistic atlases to measure the lesion volume fraction. Lesion frequency maps were produced for each phenotype and disability scores assessed with Expanded Disability Status Scale score and pyramidal functional system score. Results show that lesions were not homogeneously distributed along the corticospinal tracts, with the highest lesion frequency in the corona radiata and between C2 and C4 vertebral levels. The lesion volume fraction in the corticospinal tracts was higher in secondary and primary progressive patients (mean = 3.6 ± 2.7% and 2.9 ± 2.4%), compared to relapsing-remitting patients (1.6 ± 2.1%, both P
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- 2020
4. Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks
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Gros, Charley, De Leener, Benjamin, Badji, Atef, Maranzano, Josefina, Eden, Dominique, Dupont, Sara M., Talbott, Jason, Zhuoquiong, Ren, Liu, Yaou, Granberg, Tobias, Ouellette, Russell, Tachibana, Yasuhiko, Hori, Masaaki, Kamiya, Kouhei, Chougar, Lydia, Stawiarz, Leszek, Hillert, Jan, Bannier, Elise, Kerbrat, Anne, Edan, Gilles, Labauge, Pierre, Callot, Virginie, Pelletier, Jean, Audoin, Bertrand, Rasoanandrianina, Henitsoa, Brisset, Jean-Christophe, Valsasina, Paola, Rocca, Maria A., Filippi, Massimo, Bakshi, Rohit, Tauhid, Shahamat, Prados, Ferran, Yiannakas, Marios, Kearney, Hugh, Ciccarelli, Olga, Smith, Seth, Treaba, Constantina Andrada, Mainero, Caterina, Lefeuvre, Jennifer, Reich, Daniel S., Nair, Govind, Auclair, Vincent, McLaren, Donald G., Martin, Allan R., Fehlings, Michael G., Vahdat, Shahabeddin, Khatibi, Ali, Doyon, Julien, Shepherd, Timothy, Charlson, Erik, Narayanan, Sridar, and Cohen-Adad, Julien
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Computer Science - Computer Vision and Pattern Recognition - Abstract
The spinal cord is frequently affected by atrophy and/or lesions in multiple sclerosis (MS) patients. Segmentation of the spinal cord and lesions from MRI data provides measures of damage, which are key criteria for the diagnosis, prognosis, and longitudinal monitoring in MS. Automating this operation eliminates inter-rater variability and increases the efficiency of large-throughput analysis pipelines. Robust and reliable segmentation across multi-site spinal cord data is challenging because of the large variability related to acquisition parameters and image artifacts. The goal of this study was to develop a fully-automatic framework, robust to variability in both image parameters and clinical condition, for segmentation of the spinal cord and intramedullary MS lesions from conventional MRI data. Scans of 1,042 subjects (459 healthy controls, 471 MS patients, and 112 with other spinal pathologies) were included in this multi-site study (n=30). Data spanned three contrasts (T1-, T2-, and T2*-weighted) for a total of 1,943 volumes. The proposed cord and lesion automatic segmentation approach is based on a sequence of two Convolutional Neural Networks (CNNs). To deal with the very small proportion of spinal cord and/or lesion voxels compared to the rest of the volume, a first CNN with 2D dilated convolutions detects the spinal cord centerline, followed by a second CNN with 3D convolutions that segments the spinal cord and/or lesions. When compared against manual segmentation, our CNN-based approach showed a median Dice of 95% vs. 88% for PropSeg, a state-of-the-art spinal cord segmentation method. Regarding lesion segmentation on MS data, our framework provided a Dice of 60%, a relative volume difference of -15%, and a lesion-wise detection sensitivity and precision of 83% and 77%, respectively. The proposed framework is open-source and readily available in the Spinal Cord Toolbox., Comment: 38 pages, 7 figures, 2 tables
- Published
- 2018
5. Longitudinal Characterization of Cortical Lesion Development and Evolution in Multiple Sclerosis with 7.0-T MRI.
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Treaba, Constantina, Granberg, Tobias, Sormani, Maria, Herranz, Elena, Ouellette, Russell, Louapre, Céline, Sloane, Jacob, Kinkel, Revere, and Mainero, Caterina
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Adult ,Cerebral Cortex ,Disease Progression ,Female ,Humans ,Image Interpretation ,Computer-Assisted ,Magnetic Resonance Imaging ,Male ,Middle Aged ,Multiple Sclerosis ,Prospective Studies ,White Matter - Abstract
Background Cortical lesions develop early in multiple sclerosis (MS) and play a major role in disease progression. MRI at 7.0 T shows high sensitivity for detection of cortical lesions as well as better spatial resolution and signal-to-noise ratio compared with lower field strengths. Purpose To longitudinally characterize (a) the development and evolution of cortical lesions in multiple sclerosis across the cortical width, sulci, and gyri; (b) their relation with white matter lesion accrual; and (c) the contribution of 7.0-T cortical and white matter lesion load and cortical thickness to neurologic disability. Materials and Methods Twenty participants with relapsing-remitting MS and 13 with secondary progressive MS, along with 10 age-matched healthy controls, were prospectively recruited from 2010 to 2016 to acquire, in two imaging sessions (mean interval, 1.5 years), 7.0-T MRI T2*-weighted gradient-echo images (0.33 × 0.33 × 1.0 mm3) for cortical and white matter lesion segmentation and 3.0-T T1-weighted images for cortical surface reconstruction and cortical thickness estimation. Cortical lesions were sampled through the cortex to quantify cortical lesion distribution. The Expanded Disability Status Scale (EDSS) was used to assess neurologic disability. Nonparametric statistics assessed differences between and within groups in MRI metrics of cortical and white matter lesion burden; regression analysis explored associations of disability with MRI metrics. Results Twenty-five of 31 (81%) participants developed new cortical lesions per year (intracortical, 1.3 ± 1.7 vs leukocortical, 0.7 ± 1.9; P = .04), surpassing white matter lesion accrual (cortical, 2.0 ± 2.8 vs white matter, 0.7 ± 0.6; P = .01). In contrast to white matter lesions, cortical lesion accrual was greater in participants with secondary progressive MS than with relapsing-remitting MS (3.6 lesions/year ± 4.2 vs 1.1 lesions/year ± 0.9, respectively; P = .03) and preferentially localized in sulci. Total cortical lesion volume independently predicted baseline EDSS (β = 1.5, P < .001) and EDSS changes at follow-up (β = 0.5, P = .003). Conclusion Cortical lesions predominantly develop intracortically and within sulci, suggesting an inflammatory cerebrospinal fluid-mediated lesion pathogenesis. Cortical lesion accumulation was prominent at 7.0 T and independently predicted neurologic disability progression. © RSNA, 2019 Online supplemental material is available for this article. See also the editorial by Filippi and Rocca in this issue.
- Published
- 2019
6. Spatial distribution of multiple sclerosis lesions in the cervical spinal cord.
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Eden, Dominique, Gros, Charley, Badji, Atef, Dupont, Sara, De Leener, Benjamin, Maranzano, Josefina, Zhuoquiong, Ren, Liu, Yaou, Granberg, Tobias, Ouellette, Russell, Stawiarz, Leszek, Hillert, Jan, Talbott, Jason, Bannier, Elise, Kerbrat, Anne, Edan, Gilles, Labauge, Pierre, Callot, Virginie, Pelletier, Jean, Audoin, Bertrand, Rasoanandrianina, Henitsoa, Brisset, Jean-Christophe, Valsasina, Paola, Rocca, Maria, Filippi, Massimo, Bakshi, Rohit, Tauhid, Shahamat, Prados, Ferran, Yiannakas, Marios, Kearney, Hugh, Ciccarelli, Olga, Smith, Seth, Andrada Treaba, Constantina, Mainero, Caterina, Lefeuvre, Jennifer, Reich, Daniel, Nair, Govind, Shepherd, Timothy, Charlson, Erik, Tachibana, Yasuhiko, Hori, Masaaki, Kamiya, Kouhei, Chougar, Lydia, Narayanan, Sridar, and Cohen-Adad, Julien
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MRI ,lesions ,multicentre ,multiple sclerosis ,spinal cord ,Adult ,Brain ,Cervical Cord ,Disability Evaluation ,Disease Progression ,Female ,Gray Matter ,Humans ,Magnetic Resonance Imaging ,Male ,Middle Aged ,Multiple Sclerosis ,Multiple Sclerosis ,Chronic Progressive ,Multiple Sclerosis ,Relapsing-Remitting ,Spatial Analysis ,Spinal Cord ,Spinal Cord Diseases ,White Matter - Abstract
Spinal cord lesions detected on MRI hold important diagnostic and prognostic value for multiple sclerosis. Previous attempts to correlate lesion burden with clinical status have had limited success, however, suggesting that lesion location may be a contributor. Our aim was to explore the spatial distribution of multiple sclerosis lesions in the cervical spinal cord, with respect to clinical status. We included 642 suspected or confirmed multiple sclerosis patients (31 clinically isolated syndrome, and 416 relapsing-remitting, 84 secondary progressive, and 73 primary progressive multiple sclerosis) from 13 clinical sites. Cervical spine lesions were manually delineated on T2- and T2*-weighted axial and sagittal MRI scans acquired at 3 or 7 T. With an automatic publicly-available analysis pipeline we produced voxelwise lesion frequency maps to identify predilection sites in various patient groups characterized by clinical subtype, Expanded Disability Status Scale score and disease duration. We also measured absolute and normalized lesion volumes in several regions of interest using an atlas-based approach, and evaluated differences within and between groups. The lateral funiculi were more frequently affected by lesions in progressive subtypes than in relapsing in voxelwise analysis (P < 0.001), which was further confirmed by absolute and normalized lesion volumes (P < 0.01). The central cord area was more often affected by lesions in primary progressive than relapse-remitting patients (P < 0.001). Between white and grey matter, the absolute lesion volume in the white matter was greater than in the grey matter in all phenotypes (P < 0.001); however when normalizing by each region, normalized lesion volumes were comparable between white and grey matter in primary progressive patients. Lesions appearing in the lateral funiculi and central cord area were significantly correlated with Expanded Disability Status Scale score (P < 0.001). High lesion frequencies were observed in patients with a more aggressive disease course, rather than long disease duration. Lesions located in the lateral funiculi and central cord area of the cervical spine may influence clinical status in multiple sclerosis. This work shows the added value of cervical spine lesions, and provides an avenue for evaluating the distribution of spinal cord lesions in various patient groups.
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- 2019
7. Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks
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Gros, Charley, De Leener, Benjamin, Badji, Atef, Maranzano, Josefina, Eden, Dominique, Dupont, Sara M, Talbott, Jason, Zhuoquiong, Ren, Liu, Yaou, Granberg, Tobias, Ouellette, Russell, Tachibana, Yasuhiko, Hori, Masaaki, Kamiya, Kouhei, Chougar, Lydia, Stawiarz, Leszek, Hillert, Jan, Bannier, Elise, Kerbrat, Anne, Edan, Gilles, Labauge, Pierre, Callot, Virginie, Pelletier, Jean, Audoin, Bertrand, Rasoanandrianina, Henitsoa, Brisset, Jean-Christophe, Valsasina, Paola, Rocca, Maria A, Filippi, Massimo, Bakshi, Rohit, Tauhid, Shahamat, Prados, Ferran, Yiannakas, Marios, Kearney, Hugh, Ciccarelli, Olga, Smith, Seth, Treaba, Constantina Andrada, Mainero, Caterina, Lefeuvre, Jennifer, Reich, Daniel S, Nair, Govind, Auclair, Vincent, McLaren, Donald G, Martin, Allan R, Fehlings, Michael G, Vahdat, Shahabeddin, Khatibi, Ali, Doyon, Julien, Shepherd, Timothy, Charlson, Erik, Narayanan, Sridar, and Cohen-Adad, Julien
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Biomedical and Clinical Sciences ,Clinical Sciences ,Spinal Cord Injury ,Neurodegenerative ,Bioengineering ,Autoimmune Disease ,Traumatic Head and Spine Injury ,Physical Injury - Accidents and Adverse Effects ,Brain Disorders ,Biomedical Imaging ,Multiple Sclerosis ,Neurosciences ,Neurological ,Humans ,Image Processing ,Computer-Assisted ,Magnetic Resonance Imaging ,Neural Networks ,Computer ,Observer Variation ,Pattern Recognition ,Automated ,Reproducibility of Results ,Sensitivity and Specificity ,Spinal Cord ,MRI ,Segmentation ,Spinal cord ,Multiple sclerosis ,Convolutional neural networks ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery ,Biomedical and clinical sciences ,Health sciences - Abstract
The spinal cord is frequently affected by atrophy and/or lesions in multiple sclerosis (MS) patients. Segmentation of the spinal cord and lesions from MRI data provides measures of damage, which are key criteria for the diagnosis, prognosis, and longitudinal monitoring in MS. Automating this operation eliminates inter-rater variability and increases the efficiency of large-throughput analysis pipelines. Robust and reliable segmentation across multi-site spinal cord data is challenging because of the large variability related to acquisition parameters and image artifacts. In particular, a precise delineation of lesions is hindered by a broad heterogeneity of lesion contrast, size, location, and shape. The goal of this study was to develop a fully-automatic framework - robust to variability in both image parameters and clinical condition - for segmentation of the spinal cord and intramedullary MS lesions from conventional MRI data of MS and non-MS cases. Scans of 1042 subjects (459 healthy controls, 471 MS patients, and 112 with other spinal pathologies) were included in this multi-site study (n = 30). Data spanned three contrasts (T1-, T2-, and T2∗-weighted) for a total of 1943 vol and featured large heterogeneity in terms of resolution, orientation, coverage, and clinical conditions. The proposed cord and lesion automatic segmentation approach is based on a sequence of two Convolutional Neural Networks (CNNs). To deal with the very small proportion of spinal cord and/or lesion voxels compared to the rest of the volume, a first CNN with 2D dilated convolutions detects the spinal cord centerline, followed by a second CNN with 3D convolutions that segments the spinal cord and/or lesions. CNNs were trained independently with the Dice loss. When compared against manual segmentation, our CNN-based approach showed a median Dice of 95% vs. 88% for PropSeg (p ≤ 0.05), a state-of-the-art spinal cord segmentation method. Regarding lesion segmentation on MS data, our framework provided a Dice of 60%, a relative volume difference of -15%, and a lesion-wise detection sensitivity and precision of 83% and 77%, respectively. In this study, we introduce a robust method to segment the spinal cord and intramedullary MS lesions on a variety of MRI contrasts. The proposed framework is open-source and readily available in the Spinal Cord Toolbox.
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- 2019
8. The relevance of multiple sclerosis cortical lesions on cortical thinning and their clinical impact as assessed by 7.0-T MRI
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Treaba, Constantina A., Herranz, Elena, Barletta, Valeria T., Mehndiratta, Ambica, Ouellette, Russell, Sloane, Jacob A., Klawiter, Eric C., Kinkel, Revere P., and Mainero, Caterina
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- 2021
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9. Clinical and neuroimaging phenotypes of autoimmune glial fibrillary acidic protein astrocytopathy: A systematic review and meta‐analysis.
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Hagbohm, Caroline, Ouellette, Russell, Flanagan, Eoin P., Jonsson, Dagur I., Piehl, Fredrik, Banwell, Brenda, Wickström, Ronny, Iacobaeus, Ellen, Granberg, Tobias, and Ineichen, Benjamin V.
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GLIAL fibrillary acidic protein , *MAGNETIC resonance imaging , *NEUROLOGICAL disorders , *PHENOTYPES , *BRAIN imaging , *VIRAL encephalitis , *MYELITIS - Abstract
Objective: This study was undertaken to provide a comprehensive review of neuroimaging characteristics and corresponding clinical phenotypes of autoimmune glial fibrillary acidic protein astrocytopathy (GFAP‐A), a rare but severe neuroinflammatory disorder, to facilitate early diagnosis and appropriate treatment. Methods: A PRISMA (Preferred Reporting Items for Systematic Reviews and Meta‐Analysis)‐conforming systematic review and meta‐analysis was performed on all available data from January 2016 to June 2023. Clinical and neuroimaging phenotypes were extracted for both adult and paediatric forms. Results: A total of 93 studies with 681 cases (55% males; median age = 46, range = 1–103 years) were included. Of these, 13 studies with a total of 535 cases were eligible for the meta‐analysis. Clinically, GFAP‐A was often preceded by a viral prodromal state (45% of cases) and manifested as meningitis, encephalitis, and/or myelitis. The most common symptoms were headache, fever, and movement disturbances. Coexisting autoantibodies (45%) and neoplasms (18%) were relatively frequent. Corticosteroid treatment resulted in partial/complete remission in a majority of cases (83%). Neuroimaging often revealed T2/fluid‐attenuated inversion recovery (FLAIR) hyperintensities (74%) as well as perivascular (45%) and/or leptomeningeal (30%) enhancement. Spinal cord abnormalities were also frequent (49%), most commonly manifesting as longitudinally extensive myelitis. There were 88 paediatric cases; they had less prominent neuroimaging findings with lower frequencies of both T2/FLAIR hyperintensities (38%) and contrast enhancement (19%). Conclusions: This systematic review and meta‐analysis provide high‐level evidence for clinical and imaging phenotypes of GFAP‐A, which will benefit the identification and clinical workup of suspected cases. Differential diagnostic cues to distinguish GFAP‐A from common clinical and imaging mimics are provided as well as suitable magnetic resonance imaging protocol recommendations. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Characterization of cortico-meningeal translocator protein expression in multiple sclerosis.
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Herranz, Elena, Treaba, Constantina A, Barletta, Valeria T, Mehndiratta, Ambica, Ouellette, Russell, Sloane, Jacob A, Ionete, Carolina, Babu, Suma, Mastantuono, Marina, Magon, Stefano, Loggia, Marco L, Makary, Meena M, Hooker, Jacob M, Catana, Ciprian, Kinkel, Revere P, Nicholas, Richard, Klawiter, Eric C, Magliozzi, Roberta, and Mainero, Caterina
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TRANSLOCATOR proteins ,MULTIPLE sclerosis ,PROTEIN expression ,MITOCHONDRIAL proteins ,DISEASE progression - Abstract
Compartmentalized meningeal inflammation is thought to represent one of the key players in the pathogenesis of cortical demyelination in multiple sclerosis. PET targeting the 18 kDa mitochondrial translocator protein (TSPO) is a molecular-specific approach to quantifying immune cell-mediated density in the cortico-meningeal tissue compartment in vivo. This study aimed to characterize cortical and meningeal TSPO expression in a heterogeneous cohort of multiple sclerosis cases using in vivo simultaneous MR-PET with
11 C-PBR28, a second-generation TSPO radioligand, and ex vivo immunohistochemistry. Forty-nine multiple sclerosis patients (21 with secondary progressive and 28 with relapsing-remitting multiple sclerosis) with mixed or high affinity binding for11 C-PBR28 underwent 90-min11 C-PBR28 simultaneous MR-PET. Tracer binding was measured using 60–90 min normalized standardized uptake value ratios sampled at mid-cortical depth and ∼3 mm above the pial surface. Data in multiple sclerosis patients were compared to 21 age-matched healthy controls. To characterize the nature of11 C-PBR28 PET uptake, the meningeal and cortical lesion cellular expression of TSPO was further described in post-mortem brain tissue from 20 cases with secondary progressive multiple sclerosis and five age-matched healthy donors. Relative to healthy controls, patients with multiple sclerosis exhibited abnormally increased TSPO signal in the cortex and meningeal tissue, diffusively in progressive disease and more localized in relapsing-remitting multiple sclerosis. In multiple sclerosis, increased meningeal TSPO levels were associated with increased Expanded Disability Status Scale scores (P = 0.007, by linear regression). Immunohistochemistry, validated using in situ sequencing analysis, revealed increased TSPO expression in the meninges and adjacent subpial cortical lesions of post-mortem secondary progressive multiple sclerosis cases relative to control tissue. In these cases, increased TSPO expression was related to meningeal inflammation. Translocator protein immunostaining was detected on meningeal MHC-class II+ macrophages and cortical-activated MHC-class II+ TMEM119+ microglia. In vivo arterial blood data and neuropathology showed that endothelial binding did not significantly account for increased TSPO cortico-meningeal expression in multiple sclerosis. Our findings support the use of TSPO-PET in multiple sclerosis for imaging in vivo inflammation in the cortico-meningeal brain tissue compartment and provide in vivo evidence implicating meningeal inflammation in the pathogenesis of the disease. [ABSTRACT FROM AUTHOR]- Published
- 2024
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11. Genetic variation inHIF1Ais associated with smoldering inflammation and disease progression in Multiple Sclerosis
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Giordano, Antonino, primary, Stridh, Pernilla, additional, Preziosa, Paolo, additional, Pisa, Marco, additional, Sorosina, Melissa, additional, Mascia, Elisabetta, additional, Santoro, Silvia, additional, Misra, Kaalindi, additional, Clarelli, Ferdinando, additional, Ferrè, Laura, additional, Needhamsen, Maria, additional, Manouchehrinia, Ali, additional, Cannizzaro, Miryam, additional, Moridi, Thomas, additional, Shchetynsky, Klementy, additional, Ouellette, Russell, additional, Harroud, Adil, additional, Sandberg, Elisabeth, additional, Kuttikkatte, Subita Balaram, additional, Piehl, Fredrik, additional, Alfredsson, Lars, additional, Hillert, Jan, additional, Olsson, Tomas, additional, Fugger, Lars, additional, Attfield, Kate, additional, Granberg, Tobias, additional, Jagodic, Maja, additional, DeLuca, Gabriele Carmine, additional, Rocca, Mara, additional, Filippi, Massimo, additional, Kockum, Ingrid, additional, and Esposito, Federica, additional
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- 2024
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12. Neuroinflammatory component of gray matter pathology in multiple sclerosis.
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Herranz, Elena, Giannì, Costanza, Louapre, Céline, Treaba, Constantina, Govindarajan, Sindhuja, Ouellette, Russell, Loggia, Marco, Sloane, Jacob, Madigan, Nancy, Izquierdo-Garcia, David, Ward, Noreen, Mangeat, Gabriel, Granberg, Tobias, Klawiter, Eric, Catana, Ciprian, Hooker, Jacob, Taylor, Norman, Ionete, Carolina, Kinkel, Revere, and Mainero, Caterina
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Adult ,Female ,Gray Matter ,Humans ,Inflammation ,Magnetic Resonance Imaging ,Male ,Middle Aged ,Multimodal Imaging ,Multiple Sclerosis ,Chronic Progressive ,Multiple Sclerosis ,Relapsing-Remitting ,Positron-Emission Tomography ,Pyrimidines ,Receptors ,GABA ,White Matter - Abstract
OBJECTIVE: In multiple sclerosis (MS), using simultaneous magnetic resonance-positron emission tomography (MR-PET) imaging with 11 C-PBR28, we quantified expression of the 18kDa translocator protein (TSPO), a marker of activated microglia/macrophages, in cortex, cortical lesions, deep gray matter (GM), white matter (WM) lesions, and normal-appearing WM (NAWM) to investigate the in vivo pathological and clinical relevance of neuroinflammation. METHODS: Fifteen secondary-progressive MS (SPMS) patients, 12 relapsing-remitting MS (RRMS) patients, and 14 matched healthy controls underwent 11 C-PBR28 MR-PET. MS subjects underwent 7T T2*-weighted imaging for cortical lesion segmentation, and neurological and cognitive evaluation. 11 C-PBR28 binding was measured using normalized 60- to 90-minute standardized uptake values and volume of distribution ratios. RESULTS: Relative to controls, MS subjects exhibited abnormally high 11 C-PBR28 binding across the brain, the greatest increases being in cortex and cortical lesions, thalamus, hippocampus, and NAWM. MS WM lesions showed relatively modest TSPO increases. With the exception of cortical lesions, where TSPO expression was similar, 11 C-PBR28 uptake across the brain was greater in SPMS than in RRMS. In MS, increased 11 C-PBR28 binding in cortex, deep GM, and NAWM correlated with neurological disability and impaired cognitive performance; cortical thinning correlated with increased thalamic TSPO levels. INTERPRETATION: In MS, neuroinflammation is present in the cortex, cortical lesions, deep GM, and NAWM, is closely linked to poor clinical outcome, and is at least partly linked to neurodegeneration. Distinct inflammatory-mediated factors may underlie accumulation of cortical and WM lesions. Quantification of TSPO levels in MS could prove to be a sensitive tool for evaluating in vivo the inflammatory component of GM pathology, particularly in cortical lesions. Ann Neurol 2016;80:776-790.
- Published
- 2016
13. COVID-19 pathophysiology may be driven by an imbalance in the renin-angiotensin-aldosterone system
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Rysz, Susanne, Al-Saadi, Jonathan, Sjöström, Anna, Farm, Maria, Campoccia Jalde, Francesca, Plattén, Michael, Eriksson, Helen, Klein, Margareta, Vargas-Paris, Roberto, Nyrén, Sven, Abdula, Goran, Ouellette, Russell, Granberg, Tobias, Jonsson Fagerlund, Malin, and Lundberg, Johan
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- 2021
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14. Lesion accumulation is predictive of long-term cognitive decline in multiple sclerosis
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Ouellette, Russell, Bergendal, Åsa, Shams, Sara, Martola, Juha, Mainero, Caterina, Kristoffersen Wiberg, Maria, Fredrikson, Sten, and Granberg, Tobias
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- 2018
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15. A genetic risk variant for multiple sclerosis severity is associated with brain atrophy
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Gasperi, Christiane, primary, Wiltgen, Tun, additional, McGinnis, Julian, additional, Cerri, Stefano, additional, Moridi, Thomas, additional, Ouellette, Russell, additional, Pukaj, Albert, additional, Voon, Cuici, additional, Bafligil, Cemsel, additional, Lauerer, Markus, additional, Andlauer, Till F. M., additional, Held, Friederike, additional, Aly, Lilian, additional, Shchetynsky, Klementy, additional, Stridh, Pernilla, additional, Harroud, Adil, additional, Wiestler, Benedikt, additional, Kirschke, Jan S., additional, Zimmer, Claus, additional, Baras, Aris, additional, Piehl, Fredrik, additional, Berthele, Achim, additional, Granberg, Tobias, additional, Kockum, Ingrid, additional, Hemmer, Bernhard, additional, and Mühlau, Mark, additional
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- 2023
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16. Dilated Virchow-Robin spaces are a marker for arterial disease in multiple sclerosis
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Ineichen, Benjamin V., primary, Cananau, Carmen, additional, Plattén, Michael, additional, Ouellette, Russell, additional, Moridi, Thomas, additional, Frauenknecht, Katrin B.M., additional, Okar, Serhat V., additional, Kulcsar, Zsolt, additional, Kockum, Ingrid, additional, Piehl, Fredrik, additional, Reich, Daniel S., additional, and Granberg, Tobias, additional
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- 2023
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17. In Vivo And Ex Vivo Characterization Of Meningeal Translocator Protein Expression In Multiple Sclerosis (S9.010)
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Herranz, Elena, primary, Treaba, Constantina Andrada, additional, Barletta, Valeria, additional, Mehndiratta, Ambica, additional, Ouellette, Russell, additional, Klawiter, Eric, additional, Sloane, Jacob, additional, Ionete, Carolina, additional, Babu, Suma, additional, Loggia, Marco, additional, Hooker, Jacob, additional, Kinkel, Revere, additional, Magliozzi, Roberta, additional, and Mainero, Caterina, additional
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- 2023
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18. Dilated Virchow-Robin spaces are a marker for arterial disease in multiple sclerosis
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Ineichen, Benjamin V, Cananau, Carmen, Plattén, Michael, Ouellette, Russell, Moridi, Thomas, Frauenknecht, Katrin B M, Okar, Serhat V, Kulcsar, Zsolt, Kockum, Ingrid, Piehl, Fredrik, Reich, Daniel S, Granberg, Tobias, Ineichen, Benjamin V, Cananau, Carmen, Plattén, Michael, Ouellette, Russell, Moridi, Thomas, Frauenknecht, Katrin B M, Okar, Serhat V, Kulcsar, Zsolt, Kockum, Ingrid, Piehl, Fredrik, Reich, Daniel S, and Granberg, Tobias
- Abstract
BACKGROUND Virchow-Robin spaces (VRS) have been associated with neurodegeneration and neuroinflammation. However, it remains uncertain to what degree non-dilated or dilated VRS reflect specific features of neuroinflammatory pathology. Thus, we aimed at investigating the clinical relevance of VRS as imaging biomarker in multiple sclerosis (MS) and to correlate VRS to their histopathologic signature. METHODS In a cohort study comprising 142 MS patients and 30 control subjects, we assessed the association of non-dilated and dilated VRS to clinical and magnetic resonance imaging (MRI) outcomes. Findings were corroborated in a validation cohort comprising 63 MS patients. Brain blocks from 6 MS patients and 3 non-MS controls were histopathologically processed to correlate VRS to their tissue substrate. FINDINGS In our actively treated clinical cohort, the count of dilated centrum semiovale VRS was associated with increased T1 and T2 lesion volumes. There was no systematic spatial colocalization of dilated VRS with MS lesions. At tissue level, VRS mostly corresponded to arteries and were not associated with MS pathological hallmarks. Interestingly, in our ex vivo cohort comprising mostly progressive MS patients, dilated VRS in MS were associated with signs of small vessel disease. INTERPRETATION Contrary to prior beliefs, these observations suggest that VRS in MS do not associate with an accumulation of immune cells. But instead, these findings indicate vascular pathology as a driver and/or consequence of neuroinflammatory pathology for this imaging feature. FUNDING NIH, Swedish Society for Medical Research, Swiss National Science Foundation and University of Zurich.
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- 2023
19. MRI detection of brain gadolinium retention in multiple sclerosis: Magnetization transfer vs. T1‐weighted imaging
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Cananau, Carmen, primary, Forslin, Yngve, additional, Bergendal, Åsa, additional, Sjöström, Henrik, additional, Fink, Katharina, additional, Ouellette, Russell, additional, Wiberg, Maria Kristoffersen, additional, Fredrikson, Sten, additional, and Granberg, Tobias, additional
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- 2023
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20. Demographic and disease‐related factors impact on cerebrospinal fluid neurofilament light chain levels in multiple sclerosis
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Zondra Revendova, Kamila, primary, Starvaggi Cucuzza, Chiara, additional, Manouchehrinia, Ali, additional, Khademi, Mohsen, additional, Bar, Michal, additional, Leppert, David, additional, Sandberg, Elisabeth, additional, Ouellette, Russell, additional, Granberg, Tobias, additional, and Piehl, Fredrik, additional
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- 2022
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21. Association between brain volume and disability over time in multiple sclerosis
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Moridi, Thomas, primary, Stawiarz, Leszek, additional, McKay, Kyla A, additional, Ineichen, Benjamin V, additional, Ouellette, Russell, additional, Ferreira, Daniel, additional, Muehlboeck, J-Sebastian, additional, Westman, Eric, additional, Kockum, Ingrid, additional, Olsson, Tomas, additional, Piehl, Fredrik, additional, Hillert, Jan, additional, Manouchehrinia, Ali, additional, and Granberg, Tobias, additional
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- 2022
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22. Automatic deep learning multicontrast corpus callosum segmentation in multiple sclerosis
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Brusini, Irene, Platten, Michael, Ouellette, Russell, Piehl, Fredrik, Wang, Chunliang, Granberg, Tobias, Brusini, Irene, Platten, Michael, Ouellette, Russell, Piehl, Fredrik, Wang, Chunliang, and Granberg, Tobias
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QC 20220214
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- 2022
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23. Cortical and white matter lesion topology influences focal corpus callosum atrophy in multiple sclerosis
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Platten, Michael, Ouellette, Russell, Herranz, Elena, Barletta, Valeria, Treaba, Constantina A., Mainero, Caterina, Granberg, Tobias, Platten, Michael, Ouellette, Russell, Herranz, Elena, Barletta, Valeria, Treaba, Constantina A., Mainero, Caterina, and Granberg, Tobias
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QC 20220222
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- 2022
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24. In vivo characterization of cortical and white matter neuroaxonal pathology in early multiple sclerosis
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Granberg, Tobias, Fan, Qiuyun, Treaba, Constantina Andrada, Ouellette, Russell, Herranz, Elena, Mangeat, Gabriel, Louapre, Céline, Cohen-Adad, Julien, Klawiter, Eric C, Sloane, Jacob A, and Mainero, Caterina
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- 2017
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25. In vivo characterization of microglia and myelin relation in multiple sclerosis by combined 11C-PBR28 PET and synthetic MRI.
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Barletta, Valeria T., Herranz, Elena, Treaba, Constantina Andrada, Mehndiratta, Ambica, Ouellette, Russell, Granberg, Tobias, Klawiter, Eric C., Ionete, Carolina, Sloane, Jacob A., and Mainero, Caterina
- Subjects
MYELIN ,WHITE matter (Nerve tissue) ,MULTIPLE sclerosis ,RADIOLOGIC technology ,MICROGLIA ,POSITRON emission tomography - Abstract
Background: The in vivo relation between microglia activation and demyelination in multiple sclerosis is still unclear. Objective: We combined
11 C-PBR28 positron emission tomography and rapid estimation of myelin for diagnostic imaging (REMyDI) to characterize the relation between these pathological processes in a heterogeneous MS cohort. Methods:11 C-PBR28 standardized uptake values normalized by a pseudo-reference region (SUVR) were used to measure activated microglia. A voxelwise analysis compared11 C-PBR28 SUVR in the white matter of 38 MS patients and 16 matched healthy controls. The relative difference in SUVR served as a threshold to classify patients' lesioned, perilesional and normal-appearing white matter as active or inactive. REMyDI was acquired in 27 MS patients for assessing myelin content in active and inactive white matter and its relationship with SUVR. Finally, we investigated the contribution of radiological metrics to clinical outcomes. Results:11 C-PBR28 SUVR were abnormally higher in several white matter areas in MS. Myelin content was lower in active compared to inactive corresponding white matter regions. An inverse correlation between SUVR and myelin content was found. Radiological metrics correlated with both neurological and cognitive impairment. Conclusion: our data suggest an inverse relation of microglia activation and myelination, particularly in perilesional white matter tissue. [ABSTRACT FROM AUTHOR]- Published
- 2023
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26. Advanced MRI quantification of neuroinflammatory disorders
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Ouellette, Russell, primary
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- 2022
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27. sj-docx-1-mso-10.1177_20552173221144230 - Supplemental material for Association between brain volume and disability over time in multiple sclerosis
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Moridi, Thomas, Stawiarz, Leszek, McKay, Kyla A, Ineichen, Benjamin V, Ouellette, Russell, Ferreira, Daniel, Muehlboeck, J-Sebastian, Westman, Eric, Kockum, Ingrid, Olsson, Tomas, Piehl, Fredrik, Hillert, Jan, Manouchehrinia, Ali, and Granberg, Tobias
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FOS: Clinical medicine ,110904 Neurology and Neuromuscular Diseases ,Neuroscience - Abstract
Supplemental material, sj-docx-1-mso-10.1177_20552173221144230 for Association between brain volume and disability over time in multiple sclerosis by Thomas Moridi, Leszek Stawiarz, Kyla A McKay, Benjamin V Ineichen, Russell Ouellette, Daniel Ferreira, J-Sebastian Muehlboeck, Eric Westman, Ingrid Kockum, Tomas Olsson, Fredrik Piehl, Jan Hillert, Ali Manouchehrinia and Tobias Granberg in Multiple Sclerosis Journal – Experimental, Translational and Clinical
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- 2022
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28. sj-docx-2-mso-10.1177_20552173221144230 - Supplemental material for Association between brain volume and disability over time in multiple sclerosis
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Moridi, Thomas, Stawiarz, Leszek, McKay, Kyla A, Ineichen, Benjamin V, Ouellette, Russell, Ferreira, Daniel, Muehlboeck, J-Sebastian, Westman, Eric, Kockum, Ingrid, Olsson, Tomas, Piehl, Fredrik, Hillert, Jan, Manouchehrinia, Ali, and Granberg, Tobias
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FOS: Clinical medicine ,110904 Neurology and Neuromuscular Diseases ,Neuroscience - Abstract
Supplemental material, sj-docx-2-mso-10.1177_20552173221144230 for Association between brain volume and disability over time in multiple sclerosis by Thomas Moridi, Leszek Stawiarz, Kyla A McKay, Benjamin V Ineichen, Russell Ouellette, Daniel Ferreira, J-Sebastian Muehlboeck, Eric Westman, Ingrid Kockum, Tomas Olsson, Fredrik Piehl, Jan Hillert, Ali Manouchehrinia and Tobias Granberg in Multiple Sclerosis Journal – Experimental, Translational and Clinical
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- 2022
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29. sj-docx-3-mso-10.1177_20552173221144230 - Supplemental material for Association between brain volume and disability over time in multiple sclerosis
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Moridi, Thomas, Stawiarz, Leszek, McKay, Kyla A, Ineichen, Benjamin V, Ouellette, Russell, Ferreira, Daniel, Muehlboeck, J-Sebastian, Westman, Eric, Kockum, Ingrid, Olsson, Tomas, Piehl, Fredrik, Hillert, Jan, Manouchehrinia, Ali, and Granberg, Tobias
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FOS: Clinical medicine ,110904 Neurology and Neuromuscular Diseases ,Neuroscience - Abstract
Supplemental material, sj-docx-3-mso-10.1177_20552173221144230 for Association between brain volume and disability over time in multiple sclerosis by Thomas Moridi, Leszek Stawiarz, Kyla A McKay, Benjamin V Ineichen, Russell Ouellette, Daniel Ferreira, J-Sebastian Muehlboeck, Eric Westman, Ingrid Kockum, Tomas Olsson, Fredrik Piehl, Jan Hillert, Ali Manouchehrinia and Tobias Granberg in Multiple Sclerosis Journal – Experimental, Translational and Clinical
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- 2022
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30. Cortical and white matter lesion topology influences focal corpus callosum atrophy in multiple sclerosis
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Platten, Michael, primary, Ouellette, Russell, additional, Herranz, Elena, additional, Barletta, Valeria, additional, Treaba, Constantina A., additional, Mainero, Caterina, additional, and Granberg, Tobias, additional
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- 2022
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31. Automatic deep learning multicontrast corpus callosum segmentation in multiple sclerosis
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Brusini, Irene, primary, Platten, Michael, additional, Ouellette, Russell, additional, Piehl, Fredrik, additional, Wang, Chunliang, additional, and Granberg, Tobias, additional
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- 2022
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32. Demographic and disease‐related factors impact on cerebrospinal fluid neurofilament light chain levels in multiple sclerosis.
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Zondra Revendova, Kamila, Starvaggi Cucuzza, Chiara, Manouchehrinia, Ali, Khademi, Mohsen, Bar, Michal, Leppert, David, Sandberg, Elisabeth, Ouellette, Russell, Granberg, Tobias, and Piehl, Fredrik
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- 2023
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33. Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis
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Barletta, Valeria, primary, Herranz, Elena, additional, Treaba, Constantina A., additional, Mehndiratta, Ambica, additional, Ouellette, Russell, additional, Mangeat, Gabriel, additional, Granberg, Tobias, additional, Sloane, Jacob A., additional, Klawiter, Eric C., additional, Cohen-Adad, Julien, additional, and Mainero, Caterina, additional
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- 2021
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34. MRI quantification of multiple sclerosis pathology
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Ouellette, Russell and Ouellette, Russell
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Background: Multiple sclerosis (MS) is a chronic neuroinflammatory and neurodegenerative disease and a common cause of neurologic disability. MS pathology is characterized by demyelination, neuroaxonal loss and atrophy. Magnetic Resonance Imaging (MRI) is an essential tool in diagnosing and monitoring MS, but its clinical value could be even further expanded by more advanced and quantitative MRI methods, which may also provide additional pathophysiological insights. Purpose: The overall aim of this thesis was to quantify MS pathology using volumetric brain MRI, ultra-high field brain and cervical spinal cord MRI as well as a newly developed rapid myelin imaging technique in relation to cognitive and physical MS disability. Study I, a prospective 17-year longitudinal study of 37 MS participants with 23 age/sex- matched healthy controls for comparison at the last follow-up. Longitudinal volumetric brain 1.5 Tesla MRI during the second half of the study showed that lesion accumulation and corpus callosum atrophy were the most strongly associated neuroanatomical correlates of cognitive disability, with the lesion fraction being an independent predictor of cognitive performance 8.5 years later. Study II, a prospective cross-sectional study of 35 MS participants and 11 age-matched healthy controls using 3 and 7 Tesla MRI. The study demonstrated involvement of both grey and white matter in MS, not only the brain but also the cervical spinal cord, associated with MS disability. Lesions appeared in proximity to the cerebrospinal fluid (CSF), with special predilection to the periventricular and grey matter surrounding the central canal in secondary progressive MS. Study III, a prospective in vivo (71 MS participants and 21 age/sex-matched healthy controls) and ex vivo (brain tissue from 3 MS donors) study at 3 Tesla, showed that a new clinically approved and feasible rapid myelin imaging technique correlates well with myelin stainings and produces robust in vivo myelin quanti
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- 2021
35. Deep Learning Corpus Callosum Segmentation as a Neurodegenerative Marker in Multiple Sclerosis.
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Plattén, Michael, Brusini, Irene, Andersson, Olle, Ouellette, Russell, Piehl, Fredrik, Wang, Chunliang, Granberg, Tobias, Plattén, Michael, Brusini, Irene, Andersson, Olle, Ouellette, Russell, Piehl, Fredrik, Wang, Chunliang, and Granberg, Tobias
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BACKGROUND AND PURPOSE: Corpus callosum atrophy is a sensitive biomarker of multiple sclerosis (MS) neurodegeneration but typically requires manual 2D or volumetric 3D-based segmentations. We developed a supervised machine learning algorithm, DeepnCCA, for corpus callosum segmentation and relate callosal morphology to clinical disability using conventional MRI scans collected in clinical routine. METHODS: In a prospective study of 553 MS patients with 704 acquisitions, 200 unique 2D T2 -weighted MRI scans were delineated to develop, train, and validate DeepnCCA. Comparative FreeSurfer segmentations were obtained in 504 3D T1 -weighted scans. Both FreeSurfer and DeepnCCA outputs were correlated with clinical disability. Using principal component analysis of the DeepnCCA output, the morphological changes were explored in relation to clinical disease burden. RESULTS: .76%, for intracranial and corpus callosum area, respectively through 10-fold cross-validation). DeepnCCA had numerically stronger correlations with cognitive and physical disability as compared to FreeSurfer: Expanded disability status scale (EDSS) ±6 months (r = -.22 P = .002; r = -.17, P = .013), future EDSS (r = -.26, P<.001; r = -.17, P = .012), and future symbol digit modalities test (r = .26, P = .001; r = .24, P = .003). The corpus callosum became thinner with increasing cognitive and physical disability. Increasing physical disability, additionally, significantly correlated with a more angled corpus callosum. CONCLUSIONS: DeepnCCA (https://github.com/plattenmichael/DeepnCCA/) is an openly available tool that can provide fast and accurate corpus callosum measurements applicable to large MS cohorts, potentially suitable for monitoring disease progression and therapy response., QC 20210527
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- 2021
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36. Cancer Risk for Fingolimod, Natalizumab, and Rituximab in Multiple Sclerosis Patients
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Ouellette, Russell, Mangeat, Gabriel, Polyak, Ildiko, Warntjes, Marcel, Forslin, Yngve, Bergendal, Åsa, Plattén, Michael, Uppman, Martin, Treaba, Constantina Andrada, Cohen-Adad, Julien, Piehl, Fredrik, Wiberg, Maria Kristoffersen, Fredrikson, Sten, Mainero, Caterina, Granberg, Tobias, Ouellette, Russell, Mangeat, Gabriel, Polyak, Ildiko, Warntjes, Marcel, Forslin, Yngve, Bergendal, Åsa, Plattén, Michael, Uppman, Martin, Treaba, Constantina Andrada, Cohen-Adad, Julien, Piehl, Fredrik, Wiberg, Maria Kristoffersen, Fredrikson, Sten, Mainero, Caterina, and Granberg, Tobias
- Abstract
Objective Novel, highly effective disease-modifying therapies have revolutionized multiple sclerosis (MS) care. However, evidence from large comparative studies on important safety outcomes, such as cancer, is still lacking. Methods In this nationwide register-based cohort study, we linked data from the Swedish MS register to the Swedish Cancer Register and other national health care and census registers. We included 4,187 first-ever initiations of rituximab, 1,620 of fingolimod, and 1,670 of natalizumab in 6,136 MS patients matched for age, sex, and location to 37,801 non-MS general population subjects. Primary outcome was time to first invasive cancer. Results We identified 78 invasive cancers among treated patients: rituximab 33 (incidence rate [IR] per 10,000 person-years = 34.4, 95% confidence interval [CI] = 23.7-48.3), fingolimod 28 (IR = 44.0, 95% CI = 29.2-63.5), and natalizumab 17 (IR = 26.0, 95% CI = 15.1-41.6). The general population IR was 31.0 (95% CI = 27.8-34.4). Adjusting for baseline characteristics, we found no difference in risk of invasive cancer between rituximab, natalizumab, and the general population but a possibly higher risk with fingolimod compared to the general population (hazard ratio [HR] = 1.53, 95% CI = 0.98-2.38) and rituximab (HR = 1.68, 95% CI = 1.00-2.84). Interpretation In this first large comparative study of 3 highly effective MS disease-modifying therapies, no increased risk of invasive cancer was seen with rituximab and natalizumab, compared to the general population. However, there was a borderline-significant increased risk with fingolimod, compared to both the general population and rituximab. It was not possible to attribute this increased risk to any specific type of cancer, and further studies are warranted to validate these findings. ANN NEUROL 2020;87:688-699, QC 20200528
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- 2020
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37. Machine Learning and Multiparametric Brain MRI to Differentiate Hereditary Diffuse Leukodystrophy with Spheroids from Multiple Sclerosis
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Mangeat, Gabriel, Ouellette, Russell, Wabartha, Maxime, De Leener, Benjamin, Plattén, Michael, Danylaité Karrenbauer, Virginija, Warntjes, Marcel, Stikov, Nikola, Mainero, Caterina, Cohen-Adad, Julien, Granberg, Tobias, Mangeat, Gabriel, Ouellette, Russell, Wabartha, Maxime, De Leener, Benjamin, Plattén, Michael, Danylaité Karrenbauer, Virginija, Warntjes, Marcel, Stikov, Nikola, Mainero, Caterina, Cohen-Adad, Julien, and Granberg, Tobias
- Abstract
Hereditary diffuse leukoencephalopathy with spheroids (HDLS) and multiple sclerosis (MS) are demyelinating and neurodegenerative disorders that can be hard to distinguish clinically and radiologically. HDLS is a rare disorder compared to MS, which has led to occurrent misdiagnosis of HDLS as MS. That is problematic since their prognosis and treatment differ. Both disorders are investigated by MRI, which could help to identify patients with high probability of having HDLS, which could guide targeted genetic testing to confirm the HDLS diagnosis., Funding agencies: Stockholm City Council and Karolinska Institutet [ALF 20120213 and 20150166], the Canada Research Chair in Quantitative Magnetic Resonance Imaging [950-230815], the Canadian Institute of Health Research [CIHR FDN-143263], the Canada Foundation for Innovation [32454, 34824], the Fonds de Recherche du Qu´ebec - Sant´e [28826], the Fonds de Recherche du Qu´ebec- Nature et Technologies [2015-PR-182754], the Natural Sciences and Engineering Research Council of Canada [RGPIN-2019-07244], the Canada First Research Excellence Fund (IVADO and TransMedTech), the Courtois NeuroMod project, and the Quebec BioImaging Network [5886, 35450]. Mr.Gabriel Mangeat was supported by the NSERC Alexander Graham Bell Canada Graduate Scholarship and the MITACS Globalink Research Internshipprogram. Dr. Virginija Danylait´e Karrenbauer received the support from Stockholm County Council [ALF medicine 20160457]; Biogen (recipient of grantand scholarship, PI for project sponsored by); Novartis (recipient of scholarship and lecture honoraria); and Merck (Scientific Advisory Board member,recipient of lecture honorar ia). Dr. Granberg was supported by Christer Lindgrens and Eva Fredholms’ foundation; Stockholm County Council [ALFmedicine 20170036, ALF postdoc 20180660]; and the Swedish Society for Medical Research (Postdoctoral research fellowship, Big grant).
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- 2020
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38. Neurological manifestations of coronavirus infections - a systematic review
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Almqvist, Jesper, Granberg, Tobias, Tzortzakakis, Antonios, Klironomos, Stefanos, Kollia, Evangelia, Öhberg, Claes, Martin, Roland; https://orcid.org/0000-0002-0982-1329, Piehl, Fredrik, Ouellette, Russell; https://orcid.org/0000-0001-9217-1445, Ineichen, Benjamin V; https://orcid.org/0000-0003-1362-4819, Almqvist, Jesper, Granberg, Tobias, Tzortzakakis, Antonios, Klironomos, Stefanos, Kollia, Evangelia, Öhberg, Claes, Martin, Roland; https://orcid.org/0000-0002-0982-1329, Piehl, Fredrik, Ouellette, Russell; https://orcid.org/0000-0001-9217-1445, and Ineichen, Benjamin V; https://orcid.org/0000-0003-1362-4819
- Abstract
To optimize diagnostic workup of the current severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic, we systematically reviewed neurological and neuroradiological manifestations of SARS-CoV-2 and all other known human coronavirus species (HCoV). Which lessons can we learn? We identified relevant publications (until 26 July 2020) using systematic searches in PubMed, Web of Science, and Ovid EMBASE with predefined search strings. A total of 4571 unique publications were retrieved, out of which 378 publications were selected for in-depth analysis by two raters, including a total of 17549 (out of which were 14418 SARS-CoV-2) patients. Neurological complications and associated neuroradiological manifestations are prevalent for all HCoVs (HCoV-229E, HKU1, NL63, OC43, Middle East respiratory syndrome (MERS)-CoV, SARS-CoV-1, and SARS-CoV-2). Moreover there are similarities in symptomatology across different HCoVs, particularly between SARS-CoV-1 and SARS-CoV-2. Common neurological manifestations include fatigue, headache, and smell/taste disorders. Additionally, clinicians need to be attentive for at least five classes of neurological complications: (1) Cerebrovascular disorders including ischemic stroke and macro/micro-hemorrhages, (2) encephalopathies, (3) para-/postinfectious immune-mediated complications such as Guillain-Barré syndrome and acute disseminated encephalomyelitis, (4) (meningo-)encephalitis, potentially with concomitant seizures, and (5) neuropsychiatric complications such as psychosis and mood disorders. Our systematic review highlights the need for vigilance regarding neurological complications in patients infected by SARS-CoV-2 and other HCoVs, especially since some complications may result in chronic disability. Neuroimaging protocols should be designed to specifically screen for these complications. Therefore, we propose practical imaging guidelines to facilitate the diagnostic workup and monitoring of patients infected with HCoVs.
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- 2020
39. Validation of rapid magnetic resonance myelin imaging in multiple sclerosis
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Ouellette, Russell, Mangeat, Gabriel, Polyak, Ildiko, Warntjes, Marcel, Forslin, Yngve, Bergendal, Åsa, Plattén, Michael, Uppman, Martin, Treaba, Constantina Andrada, Cohen-Adad, Julien, Piehl, Fredrik, Kristoffersen Wiberg, Maria, Fredrikson, Sten, Mainero, Caterina, Granberg, Tobias, Ouellette, Russell, Mangeat, Gabriel, Polyak, Ildiko, Warntjes, Marcel, Forslin, Yngve, Bergendal, Åsa, Plattén, Michael, Uppman, Martin, Treaba, Constantina Andrada, Cohen-Adad, Julien, Piehl, Fredrik, Kristoffersen Wiberg, Maria, Fredrikson, Sten, Mainero, Caterina, and Granberg, Tobias
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Objective Magnetic resonance imaging (MRI) is essential for multiple sclerosis diagnostics but is conventionally not specific to demyelination. Myelin imaging is often hampered by long scanning times, complex postprocessing, or lack of clinical approval. This study aimed to assess the specificity, robustness, and clinical value of Rapid Estimation of Myelin for Diagnostic Imaging, a new myelin imaging technique based on time-efficient simultaneous T1/T2 relaxometry and proton density mapping in multiple sclerosis. Methods Rapid myelin imaging was applied using 3T MRI ex vivo in 3 multiple sclerosis brain samples and in vivo in a prospective cohort of 71 multiple sclerosis patients and 21 age/sex-matched healthy controls, with scan–rescan repeatability in a subcohort. Disability in patients was assessed by the Expanded Disability Status Scale and the Symbol Digit Modalities Test at baseline and 2-year follow-up. Results Rapid myelin imaging correlated with myelin-related stains (proteolipid protein immunostaining and Luxol fast blue) and demonstrated good precision. Multiple sclerosis patients had, relative to controls, lower normalized whole-brain and normal-appearing white matter myelin fractions, which correlated with baseline cognitive and physical disability. Longitudinally, these myelin fractions correlated with follow-up physical disability, even with correction for baseline disability. Interpretation Rapid Estimation of Myelin for Diagnostic Imaging provides robust myelin quantification that detects diffuse demyelination in normal-appearing tissue in multiple sclerosis, which is associated with both cognitive and clinical disability. Because the technique is fast, with automatic postprocessing and US Food and Drug Administration/CE clinical approval, it can be a clinically feasible biomarker that may be suitable to monitor myelin dynamics and evaluate treatments aiming at remyelination. ANN NEUROL 2020;87:710–724
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- 2020
40. Deep Learning Corpus Callosum Segmentation as a Neurodegenerative Marker in Multiple Sclerosis
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Platten, Michael, primary, Brusini, Irene, additional, Andersson, Olle, additional, Ouellette, Russell, additional, Piehl, Fredrik, additional, Wang, Chunliang, additional, and Granberg, Tobias, additional
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- 2021
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41. Nervous System Involvement in Coronavirus Disease 2019: Results from a Retrospective Consecutive Neuroimaging Cohort
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Klironomos, Stefanos, primary, Tzortzakakis, Antonios, additional, Kits, Annika, additional, Öhberg, Claes, additional, Kollia, Evangelia, additional, Ahoromazdae, Amir, additional, Almqvist, Håkan, additional, Aspelin, Åsa, additional, Martin, Heather, additional, Ouellette, Russell, additional, Al-Saadi, Jonathan, additional, Hasselberg, Mikael, additional, Haghgou, Mansour, additional, Pedersen, Mitra, additional, Petersson, Sven, additional, Finnsson, Johannes, additional, Lundberg, Johan, additional, Falk Delgado, Anna, additional, and Granberg, Tobias, additional
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- 2020
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42. 7 T imaging reveals a gradient in spinal cord lesion distribution in multiple sclerosis
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Ouellette, Russell, primary, Treaba, Constantina A, additional, Granberg, Tobias, additional, Herranz, Elena, additional, Barletta, Valeria, additional, Mehndiratta, Ambica, additional, De Leener, Benjamin, additional, Tauhid, Shahamat, additional, Yousuf, Fawad, additional, Dupont, Sarah M, additional, Klawiter, Eric C, additional, Sloane, Jacob A, additional, Bakshi, Rohit, additional, Cohen-Adad, Julien, additional, and Mainero, Caterina, additional
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- 2020
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43. Neurological manifestations of coronavirus infections – a systematic review
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Almqvist, Jesper, primary, Granberg, Tobias, additional, Tzortzakakis, Antonios, additional, Klironomos, Stefanos, additional, Kollia, Evangelia, additional, Öhberg, Claes, additional, Martin, Roland, additional, Piehl, Fredrik, additional, Ouellette, Russell, additional, and Ineichen, Benjamin V., additional
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- 2020
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44. COVID-19 pathophysiology may be driven by a loss of inhibition of the Renin-Angiotensin-Aldosterone System
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Rysz, Susanne, primary, Al-Saadi, Jonathan, additional, Sjöström, Anna, additional, Farm, Maria, additional, Jalde, Francesca Campoccia, additional, Plattén, Michael, additional, Eriksson, Helen, additional, Klein, Margareta, additional, Vargas-Paris, Roberto, additional, Nyrén, Sven, additional, Abdula, Goran, additional, Ouellette, Russell, additional, Granberg, Tobias, additional, Fagerlund, Malin Jonsson, additional, and Lundberg, Johan, additional
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- 2020
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45. Characterization of thalamic lesions and their correlates in multiple sclerosis by ultra-high-field MRI
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Mehndiratta, Ambica, primary, Treaba, Constantina A, additional, Barletta, Valeria, additional, Herranz, Elena, additional, Ouellette, Russell, additional, Sloane, Jacob A, additional, Klawiter, Eric C, additional, Kinkel, Revere P, additional, and Mainero, Caterina, additional
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- 2020
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46. Coronavirus disease 2019 may be driven by an overactivation of the renin-angiotensin-aldosterone system
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Rysz, Susanne, primary, Al-Saadi, Jonathan, additional, Farm, Maria, additional, Jalde, Francesca Campoccia, additional, Klein, Margareta, additional, Vargas-Paris, Roberto, additional, Nyrén, Sven, additional, Abdula, Goran, additional, Ouellette, Russell, additional, Granberg, Tobias, additional, Fagerlund, Malin Jonsson, additional, and Lundberg, Johan, additional
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- 2020
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47. Machine Learning and Multiparametric Brain MRI to Differentiate Hereditary Diffuse Leukodystrophy with Spheroids from Multiple Sclerosis
- Author
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Mangeat, Gabriel, primary, Ouellette, Russell, additional, Wabartha, Maxime, additional, De Leener, Benjamin, additional, Plattén, Michael, additional, Danylaité Karrenbauer, Virginija, additional, Warntjes, Marcel, additional, Stikov, Nikola, additional, Mainero, Caterina, additional, Cohen‐Adad, Julien, additional, and Granberg, Tobias, additional
- Published
- 2020
- Full Text
- View/download PDF
48. Validation of Rapid Magnetic Resonance Myelin Imaging in Multiple Sclerosis
- Author
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Ouellette, Russell, primary, Mangeat, Gabriel, additional, Polyak, Ildiko, additional, Warntjes, Marcel, additional, Forslin, Yngve, additional, Bergendal, Åsa, additional, Plattén, Michael, additional, Uppman, Martin, additional, Treaba, Constantina Andrada, additional, Cohen‐Adad, Julien, additional, Piehl, Fredrik, additional, Kristoffersen Wiberg, Maria, additional, Fredrikson, Sten, additional, Mainero, Caterina, additional, and Granberg, Tobias, additional
- Published
- 2020
- Full Text
- View/download PDF
49. Evidence for progressive microstructural damage in early multiple sclerosis by multi-shell diffusion magnetic resonance imaging
- Author
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National Institutes of Health (US), Brain and Behavior Research Foundation, European Research Council, Stockholm County Council, Karolinska Institute, Swedish Society for Medical Research, National Multiple Sclerosis Society (US), Toschi, Nicola, De Santis, Silvia, Granberg, Tobias, Ouellette, Russell, Treaba, Constantina A., Herranz, Elena, Mainero, Caterina, National Institutes of Health (US), Brain and Behavior Research Foundation, European Research Council, Stockholm County Council, Karolinska Institute, Swedish Society for Medical Research, National Multiple Sclerosis Society (US), Toschi, Nicola, De Santis, Silvia, Granberg, Tobias, Ouellette, Russell, Treaba, Constantina A., Herranz, Elena, and Mainero, Caterina
- Abstract
In multiple sclerosis (MS), it would be of clinical value to be able to track the progression of axonal pathology, especially before the manifestation of clinical disability. However, non-invasive evaluation of short-term longitudinal progression of white matter integrity is challenging. This study aims at assessing longitudinal changes in the restricted (i.e. intracellular) diffusion signal fraction (FR) in early-stage MS by using ultra-high gradient strength multi-shell diffusion magnetic resonance imaging. In 11 early MS subjects (disease duration ≤ 5 years), FR was obtained at two timepoints (one year apart) through the Composite Hindered and Restricted Model of Diffusion, along with conventional Diffusion Tensor Imaging metrics. At follow-up, no statistically significant change was detected in clinical variables, while all imaging metrics showed statistically significant longitudinal changes (p < 0.01, corrected for multiple comparisons) in widespread regions in normal-appearing white matter (NAWM). The most extensive longitudinal changes were observed in FR, including areas known to include a large fraction of crossing fibers. Furthermore, FR was also the only metric showing significant longitudinal changes in lesions that were present at both time points (p = 0.007), with no significant differences found for conventional diffusion metrics. Finally, FR was the only diffusion metric (as compared to Diffusion Tensor Imaging) that revealed pre-lesional changes already present at baseline. Taken together, our data provide evidence for progressive microstructural damage in the NAWM of early MS cases detectable already at 1-year follow-up. Our study highlights the value of multi-shell diffusion imaging for sensitive tracking of disease evolution in MS before any clinical changes are observed.
- Published
- 2019
50. Evidence of early microstructural white matter abnormalities in multiple sclerosis from multi-shell diffusion MRI
- Author
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National Institutes of Health (US), Brain and Behavior Research Foundation, European Research Council, Stockholm County Council, Karolinska Institute, Swedish Society for Medical Research, National Multiple Sclerosis Society (US), De Santis, Silvia, Granberg, Tobias, Ouellette, Russell, Treaba, Constantina A., Herranz, Elena, Fan, Qiuyun, Mainero, Caterina, Toschi, Nicola, National Institutes of Health (US), Brain and Behavior Research Foundation, European Research Council, Stockholm County Council, Karolinska Institute, Swedish Society for Medical Research, National Multiple Sclerosis Society (US), De Santis, Silvia, Granberg, Tobias, Ouellette, Russell, Treaba, Constantina A., Herranz, Elena, Fan, Qiuyun, Mainero, Caterina, and Toschi, Nicola
- Abstract
Irreversible white matter (WM) damage, including severe demyelination and axonal loss, is a main determinant of long-term disability in multiple sclerosis (MS). Non-invasive detection of changes in microstructural WM integrity in the disease is challenging since commonly used imaging metrics lack the necessary sensitivity, especially in the early phase of the disease. This study aims at assessing microstructural WM abnormalities in early-stage MS by using ultra-high gradient strength multi-shell diffusion MRI and the restricted signal fraction (FR) from the Composite Hindered and Restricted Model of Diffusion (CHARMED), a metric sensitive to the volume fraction of axons. In 22 early MS subjects (disease duration ≤5 years) and 15 age-matched healthy controls, restricted fraction estimates were obtained through the CHARMED model along with conventional Diffusion Tensor Imaging (DTI) metrics. All imaging parameters were compared cross-sectionally between the MS subjects and controls both in WM lesions and normal-appearing white matter (NAWM). We found a significant reduction in FR focally in WM lesions and widespread in the NAWM in MS patients relative to controls (corrected p < .05). Signal fraction changes in NAWM were not driven by perilesional tissue, nor were they influenced by proximity to the ventricles, challenging the hypothesis of an outside-in pathological process driven by CSF-mediated immune cytotoxic factors. No significant differences were found in conventional DTI parameters. In a cross-validated classification task, FR showed the largest effect size and outperformed all other diffusion imaging metrics in discerning lesions from contralateral NAWM. Taken together, our data provide evidence for the presence of widespread microstructural changes in the NAWM in early MS stages that are, at least in part, unrelated to focal demyelinating lesions. Interestingly, these pathological changes were not yet detectable by conventional diffusion imaging at this earl
- Published
- 2019
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