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Grapperon AM, Ridley B, Verschueren A, Maarouf A, Confort-Gouny S, Fortanier E, Schad L, Guye M, Ranjeva JP, Attarian S, Zaaraoui W. Quantitative Brain Sodium MRI Depicts Corticospinal Impairment in Amyotrophic Lateral Sclerosis. Radiology 2019; 292:422-428. [PMID: 31184559 DOI: 10.1148/radiol.2019182276] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease that mainly affects the upper and lower motor neurons. Recent sodium (23Na) MRI studies have shown that abnormal sodium concentration is related to neuronal suffering in neurodegenerative conditions. Purpose To use 23Na MRI to investigate abnormal sodium concentrations and map their distribution in the brains of study participants with ALS as compared with healthy control subjects. Materials and Methods Twenty-seven participants with ALS (mean age, 54 years ± 10 [standard deviation], eight women) and 30 healthy control subjects (mean age, 50 years ± 10; 16 women) were prospectively recruited between September 2015 and October 2017 and were examined by using conventional proton MRI and sodium MRI at 3 T. Voxel-based statistical mapping was used to compare quantitative whole-brain total sodium concentration (TSC) maps in participants with ALS with those in control subjects and to localize regions of abnormal elevated TSC. Potential overlap of abnormal elevated TSC with regions of atrophy as detected with 1H MRI also was investigated. Results Voxel-based statistical mapping analyses revealed higher sodium concentration in motor regions (bilateral precentral gyri, corticospinal tracts, and the corpus callosum) of participants with ALS (two-sample t test, P < .005; age and sex as covariates). In these regions, mean TSC was higher in participants with ALS (mean, 45.6 mmol/L wet tissue ± 3.2) than in control subjects (mean, 41.8 mmol/L wet tissue ± 2.7; P < .001; Cohen d = 1.28). Brain regions showing higher TSC represented a volume of 15.4 cm3 that did not overlap with gray matter atrophy occupying a volume of 16.9 cm3. Elevated TSC correlated moderately with corticospinal conduction failure assessed with transcranial magnetic stimulation in the right upper limb (Spearman ρ = -0.57; 95% confidence interval: -0.78, -0.16; P = .005; n = 23). Conclusion Quantitative 23Na MRI is sensitive to alterations of brain sodium homeostasis within disease-relevant regions in patients with amyotrophic lateral sclerosis (ALS). This supports further investigation of abnormal sodium concentration as a potential marker of neurodegenerative processes in patients with ALS that could be used as a secondary endpoint in clinical trials. © RSNA, 2019 Online supplemental material is available for this article.
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Affiliation(s)
- Aude-Marie Grapperon
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Ben Ridley
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Annie Verschueren
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Adil Maarouf
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Sylviane Confort-Gouny
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Etienne Fortanier
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Lothar Schad
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Maxime Guye
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Jean-Philippe Ranjeva
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Shahram Attarian
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
| | - Wafaa Zaaraoui
- From the Aix Marseille University, CRMBM, UMR CNRS 7339, 27 Boulevard Jean Moulin, 13005 Marseille, France (A.M.G., B.R., A.V., A.M., S.C., E.F., M.G., J.P.R., W.Z.); APHM, Hôpital de la Timone, Referral Centre for Neuromuscular Diseases and ALS, Marseille, France (A.M.G., A.V., E.F., S.A.); APHM, Hôpital de la Timone, CEMEREM, Marseille, France (B.R., A.M., S.C., M.G., J.P.R., W.Z.); Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany (L.S.); and Aix Marseille University, INSERM, GMGF, Marseille, France (S.A.)
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Bydder M, Zaaraoui W, Ridley B, Soubrier M, Bertinetti M, Confort-Gouny S, Schad L, Guye M, Ranjeva JP. Dynamic 23Na MRI - A non-invasive window on neuroglial-vascular mechanisms underlying brain function. Neuroimage 2018; 184:771-780. [PMID: 30292814 DOI: 10.1016/j.neuroimage.2018.09.071] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Revised: 09/21/2018] [Accepted: 09/25/2018] [Indexed: 11/17/2022] Open
Abstract
A novel magnetic resonance imaging (MRI) acquisition and reconstruction method for obtaining a series of dynamic sodium 23Na-MRI acquisitions was designed to non-invasively assess the signal variations of brain sodium during a hand motor task in 14 healthy human volunteers on an ultra high field (7T) MR scanner. Regions undergoing activation and deactivation were identified with reference to conventional task-related BOLD functional MRI (fMRI). Activation observed in the left central regions, the supplementary motor areas and the left cerebellum induced an increase in the sodium signal observed at ultra short echo time and a decrease in the 23Na signal observed at long echo time. Based on a simple model of two distinct sodium pools (namely, restricted and mobile sodium), the ultra short echo time measures the totality of sodium whereas the long echo time is mainly sensitive to mobile sodium. This activation pattern is consistent with previously described processes related to an influx of Na+ into the intracellular compartments and a moderate increase in the cerebral blood volume (CBV). In contrast, deactivation observed in the right central regions ipsilateral to the movement, the precuneus and the left cerebellum induced a slight decrease in sodium signal at ultra short echo time and an increase of sodium signal at longer echo times. This inhibitory pattern is compatible with a slight decrease in CBV and an efflux of intracellular Na+ to the extracellular compartments that may reflect neural dendritic spine and astrocytic shrinkage, and an increase of sodium in the extracellular fraction. In conclusion, cerebral dynamic 23Na MRI experiments can provide access to the ionic transients following a functional task occurring within the neuro-glial-vascular ensemble. This has the potential to open up a novel non-invasive window on the mechanisms underlying brain function.
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Affiliation(s)
- Mark Bydder
- Aix-Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, University Hospital Timone, CEMEREM, Marseille, France
| | - Wafaa Zaaraoui
- Aix-Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, University Hospital Timone, CEMEREM, Marseille, France
| | - Ben Ridley
- Aix-Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, University Hospital Timone, CEMEREM, Marseille, France
| | - Manon Soubrier
- Aix-Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, University Hospital Timone, CEMEREM, Marseille, France
| | - Marie Bertinetti
- Aix-Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, University Hospital Timone, CEMEREM, Marseille, France
| | - Sylviane Confort-Gouny
- Aix-Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, University Hospital Timone, CEMEREM, Marseille, France
| | - Lothar Schad
- Computer Assisted Clinical Medicine, Centre for Biomedicine and Medical Technology Mannheim, Heidelberg University, Mannheim, Germany
| | - Maxime Guye
- Aix-Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, University Hospital Timone, CEMEREM, Marseille, France
| | - Jean-Philippe Ranjeva
- Aix-Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, University Hospital Timone, CEMEREM, Marseille, France.
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Wybrecht D, Reuter F, Pariollaud F, Zaaraoui W, Le Troter A, Rico A, Confort-Gouny S, Soulier E, Guye M, Maarouf A, Ranjeva JP, Pelletier J, Audoin B. New brain lesions with no impact on physical disability can impact cognition in early multiple sclerosis: A ten-year longitudinal study. PLoS One 2017; 12:e0184650. [PMID: 29149177 PMCID: PMC5693435 DOI: 10.1371/journal.pone.0184650] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 08/28/2017] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE In early multiple sclerosis, although brain T2 lesions accrual are hallmark of the disease, only weak correlations were found between T2 lesions accrual and EDSS progression, the disability scale commonly used in multiple sclerosis studies. This may be related to the very poor sensitivity of EDSS to cognitive dysfunctions that may occur and progress from the first stage of the disease. In the present study, we aimed to demonstrate that cognitive deficits progress during the first ten years of MS and are significantly impacted by new T2 lesions. METHODS EDSS and extensive neuropsychological battery (22 measures) exploring memory, attention/speed of information processing and executive functions were assessed at baseline, Year 1 and Year 10 in 26 patients enrolled after their first clinical attack. To limit the bias of test-retest effect, only measures obtained at Year 1 and Year 10 were reported in the analysis. Raw scores of patients were transformed into z-scores using published normative data when available or scores of matched controls. Lesion probability mapping was used to assess the potential relationships between T2 lesions accumulation, cognitive decline and EDSS progression (P<0.05, FWE-corrected). RESULTS At Year 1, 27% of patients showed attention/speed of information processing deficits, 11.5% executive dysfunction and 11.5% memory impairment. During the follow-up, frequency and severity of executive dysfunction increased (from 11.5% of patients at Year 1 to 42% at Year 10, p<0.01) while no significant changes were evidenced for the other cognitive domains. Median EDSS increased from 0.5 [range: 0-3] at Year 1 to 2.5 [range: 0-6.5] at Year 10 (p<0.001). During the ten-year follow-up, lesions accumulation in the left cerebellum and semi-ovale centers was associated with EDSS progression. In contrast, most lesions accumulation in the frontal, parietal and temporal lobes were associated with cognitive decline but had no effect on EDSS progression. CONCLUSION The present study provides strong evidence that clinically silent T2 lesions impact cognition in early MS. In daily practice, early prevention of T2 lesions accrual may be useful to limit cognitive decline.
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Affiliation(s)
- D. Wybrecht
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
- Hôpital d’Instruction des Armées Sainte Anne, Toulon, France
- * E-mail:
| | - F. Reuter
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - F. Pariollaud
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - W. Zaaraoui
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
| | - A. Le Troter
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
| | - A. Rico
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - S. Confort-Gouny
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
| | - E. Soulier
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
| | - M. Guye
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle d’Imagerie Médicale, CEMEREM, Marseille, France
| | - A. Maarouf
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - J-P. Ranjeva
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
| | - J. Pelletier
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - B. Audoin
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
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Donadieu M, Le Fur Y, Maarouf A, Gherib S, Ridley B, Pini L, Rapacchi S, Confort-Gouny S, Guye M, Schad LR, Maudsley AA, Pelletier J, Audoin B, Zaaraoui W, Ranjeva JP. Metabolic counterparts of sodium accumulation in multiple sclerosis: A whole brain 23Na-MRI and fast 1H-MRSI study. Mult Scler 2017; 25:39-47. [DOI: 10.1177/1352458517736146] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Background: Increase of brain total sodium concentrations (TSC) is present in multiple sclerosis (MS), but its pathological involvement has not been assessed yet. Objective: To determine in vivo the metabolic counterpart of brain sodium accumulation. Materials/methods: Whole brain 23Na-MR imaging and 3D-1H-EPSI data were collected in 21 relapsing-remitting multiple sclerosis (RRMS) patients and 20 volunteers. Metabolites and sodium levels were extracted from several regions of grey matter (GM), normal-appearing white matter (NAWM) and white matter (WM) T2 lesions. Metabolic and ionic levels expressed as Z-scores have been averaged over the different compartments and used to explain sodium accumulations through stepwise regression models. Results: MS patients showed significant 23Na accumulations with lower choline and glutamate–glutamine (Glx) levels in GM; 23Na accumulations with lower N-acetyl aspartate (NAA), Glx levels and higher Myo-Inositol (m-Ins) in NAWM; and higher 23Na, m-Ins levels with lower NAA in WM T2 lesions. Regression models showed associations of TSC increase with reduced NAA in GM, NAWM and T2 lesions, as well as higher total-creatine, and smaller decrease of m-Ins in T2 lesions. GM Glx levels were associated with clinical scores. Conclusion: Increase of TSC in RRMS is mainly related to neuronal mitochondrial dysfunction while dysfunction of neuro-glial interactions within GM is linked to clinical scores.
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Affiliation(s)
- Maxime Donadieu
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France/Siemens Healthineers, Saint-Denis, France
| | - Yann Le Fur
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
| | - Adil Maarouf
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France/APHM, Timone University Hospital, Department of Neurology, Marseille, FranceCNRS, CRMBM UMR 7339, Medical School of Marseille, Aix-Marseille University, Marseille, France/AP-HM, CHU Timone, Department of Imaging, CEMEREM, Marseille, France/AP-HM, CHU Timone, Pole de Neurosciences Cliniques, Department of Neurology, Marseille, France
| | - Soraya Gherib
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
| | - Ben Ridley
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
| | - Lauriane Pini
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
| | - Stanislas Rapacchi
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
| | - Sylviane Confort-Gouny
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
| | - Maxime Guye
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
| | - Lothar R Schad
- Computer Assisted Clinical Medicine, Mannheim University Hospital, Heidelberg University, Mannheim, Germany
| | - Andrew A Maudsley
- Department of Radiology, University of Miami School of Medicine, Miami, FL, USA
| | - Jean Pelletier
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France/APHM, Timone University Hospital, Department of Neurology, Marseille, FranceCNRS, CRMBM UMR 7339, Medical School of Marseille, Aix-Marseille University, Marseille, France/AP-HM, CHU Timone, Department of Imaging, CEMEREM, Marseille, France/AP-HM, CHU Timone, Pole de Neurosciences Cliniques, Department of Neurology, Marseille, France
| | - Bertrand Audoin
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France/APHM, Timone University Hospital, Department of Neurology, Marseille, FranceCNRS, CRMBM UMR 7339, Medical School of Marseille, Aix-Marseille University, Marseille, France/AP-HM, CHU Timone, Department of Imaging, CEMEREM, Marseille, France/AP-HM, CHU Timone, Pole de Neurosciences Cliniques, Department of Neurology, Marseille, France
| | - Wafaa Zaaraoui
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
| | - Jean-Philippe Ranjeva
- Aix-Marseille University, CNRS, CRMBM, APHM, Marseille, France/Timone University Hospital, CEMEREM, Marseille, France
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Ridley B, Marchi A, Wirsich J, Soulier E, Confort-Gouny S, Schad L, Bartolomei F, Ranjeva JP, Guye M, Zaaraoui W. Brain sodium MRI in human epilepsy: Disturbances of ionic homeostasis reflect the organization of pathological regions. Neuroimage 2017; 157:173-183. [PMID: 28602596 DOI: 10.1016/j.neuroimage.2017.06.011] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 06/01/2017] [Accepted: 06/03/2017] [Indexed: 12/15/2022] Open
Abstract
In light of technical advancements supporting exploration of MR signals other than 1H, sodium (23Na) has received attention as a marker of ionic homeostasis and cell viability. Here, we evaluate for the first time the possibility that 23Na-MRI is sensitive to pathological processes occurring in human epilepsy. A normative sample of 27 controls was used to normalize regions of interest (ROIs) from 1424 unique brain locales on quantitative 23Na-MRI and high-resolution 1H-MPRAGE images. ROIs were based on intracerebral electrodes in ten patients undergoing epileptic network mapping. The stereo-EEG gold standard was used to define regions as belonging to primarily epileptogenic, secondarily irritative and to non-involved regions. Estimates of total sodium concentration (TSC) on 23Na-MRI and cerebrospinal fluid (CSF) on 1H imaging were extracted for each patient ROI, and normalized against the same region in controls. ROIs with disproportionate CSF contributions (ZCSF≥1.96) were excluded. TSC levels were found to be elevated in patients relative to controls except in one patient, who suffered non-convulsive seizures during the scan, in whom we found reduced TSC levels. In the remaining patients, an ANOVA (F1100= 12.37, p<0.0001) revealed a highly significant effect of clinically-defined zones (F1100= 11.13, p<0.0001), with higher normalized TSC in the epileptogenic zone relative to both secondarily irritative (F1100= 11, p=0.0009) and non-involved regions (F1100= 17.8, p<0.0001). We provide the first non-invasive, in vivo evidence of a chronic TSC elevation alongside ZCSF levels within the normative range, associated with the epileptogenic region even during the interictal period in human epilepsy, and the possibility of reduced TSC levels due to seizure. In line with modified homeostatic mechanisms in epilepsy - including altered mechanisms underlying ionic gating, clearance and exchange - we provide the first indication of 23Na-MRI as an assay of altered sodium concentrations occurring in epilepsy associated with the organization of clinically relevant divisions of pathological cortex.
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Affiliation(s)
- Ben Ridley
- Aix-Marseille Univ, CNRS, CRMBM UMR 7339, Marseille, France; APHM, Hôpital de la Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France
| | - Angela Marchi
- APHM, Hôpital de la Timone, Clinical Neurophysiology and Epileptology Department, Marseille, France; Aix Marseille Univ, Inserm, INS, Institut de Neurosciences des Systèmes, Marseille, France
| | - Jonathan Wirsich
- Aix-Marseille Univ, CNRS, CRMBM UMR 7339, Marseille, France; APHM, Hôpital de la Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France; Aix Marseille Univ, Inserm, INS, Institut de Neurosciences des Systèmes, Marseille, France
| | - Elisabeth Soulier
- Aix-Marseille Univ, CNRS, CRMBM UMR 7339, Marseille, France; APHM, Hôpital de la Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France
| | - Sylviane Confort-Gouny
- Aix-Marseille Univ, CNRS, CRMBM UMR 7339, Marseille, France; APHM, Hôpital de la Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France
| | - Lothar Schad
- Computer Assisted Clinical Medicine, Heidelberg University, Mannheim, Germany
| | - Fabrice Bartolomei
- Aix Marseille Univ, Inserm, INS, Institut de Neurosciences des Systèmes, Marseille, France; APHM, Hôpitaux de la Timone, Service de Neurophysiologie Clinique, Marseille, France
| | - Jean-Philippe Ranjeva
- Aix-Marseille Univ, CNRS, CRMBM UMR 7339, Marseille, France; APHM, Hôpital de la Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France
| | - Maxime Guye
- Aix-Marseille Univ, CNRS, CRMBM UMR 7339, Marseille, France; APHM, Hôpital de la Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France.
| | - Wafaa Zaaraoui
- Aix-Marseille Univ, CNRS, CRMBM UMR 7339, Marseille, France; APHM, Hôpital de la Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France
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Doche E, Lecocq A, Maarouf A, Duhamel G, Soulier E, Confort-Gouny S, Rico A, Guye M, Audoin B, Pelletier J, Ranjeva JP, Zaaraoui W. Hypoperfusion of the thalamus is associated with disability in relapsing remitting multiple sclerosis. J Neuroradiol 2017; 44:158-164. [DOI: 10.1016/j.neurad.2016.10.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Revised: 08/12/2016] [Accepted: 10/06/2016] [Indexed: 10/20/2022]
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Maarouf A, Audoin B, Pariollaud F, Gherib S, Rico A, Soulier E, Confort-Gouny S, Guye M, Schad L, Pelletier J, Ranjeva JP, Zaaraoui W. Increased total sodium concentration in gray matter better explains cognition than atrophy in MS. Neurology 2016; 88:289-295. [PMID: 27974643 DOI: 10.1212/wnl.0000000000003511] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 10/06/2016] [Indexed: 01/19/2023] Open
Abstract
OBJECTIVE To investigate whether brain total sodium accumulation assessed by 23Na MRI is associated with cognitive deficit in relapsing-remitting multiple sclerosis (RRMS). METHODS Eighty-nine participants were enrolled in the study (58 patients with RRMS with a disease duration ≤10 years and 31 matched healthy controls). Patients were classified as cognitively impaired if they failed at least 2 tasks on the Brief Repeatable Battery. MRI was performed at 3T using 23Na MRI to obtain total sodium concentration (TSC) in the different brain compartments (lesions, normal-appearing white matter [NAWM], gray matter [GM]) and 1H- magnetization-prepared rapid gradient echo to assess GM atrophy (GM fraction). RESULTS The mean disease duration was 3.1 years and the median Expanded Disability Status Scale score was 1 (range 0-4.5). Thirty-seven patients were classified as cognitively preserved and 21 as cognitively impaired. TSC was increased in GM and NAWM in cognitively impaired patients compared to cognitively preserved patients and healthy controls. Voxel-wise analysis demonstrated that sodium accumulation was mainly located in the neocortex in cognitively impaired patients. Regression analysis evidenced than the 2 best independent predictors of cognitive impairment were GM TSC and age. Receiver operating characteristic analyses demonstrated that sensitivity and specificity of the GM TSC to classify patients according to their cognitive status were 76% and 71%, respectively. CONCLUSIONS This study provides 2 main findings. (1) In RRMS, total sodium accumulation in the GM is better associated with cognitive impairment than GM atrophy; and (2) total sodium accumulation in patients with cognitive impairment is mainly located in the neocortex.
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Affiliation(s)
- Adil Maarouf
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany.
| | - Bertrand Audoin
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Fanelly Pariollaud
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Soraya Gherib
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Audrey Rico
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Elisabeth Soulier
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Sylviane Confort-Gouny
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Maxime Guye
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Lothar Schad
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Jean Pelletier
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Jean-Philippe Ranjeva
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
| | - Wafaa Zaaraoui
- From CNRS (A.M., B.A., F.P., S.G., A.R., E.S., S.C.-G., M.G., J.P., J.-P.R., W.Z.), CRMBM UMR 7339, Aix-Marseille Université, Marseille; Service de Neurologie (A.M.), Centre Hospitalier Universitaire de Reims, Université de Reims Champagne Ardennes; Service de Neurologie (A.M., B.A., A.R., J.P.) and CEMEREM (M.G., A.M.), APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Marseille, France; and Computer Assisted Clinical Medicine (L.S.), Heidelberg University, Mannheim, Germany
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Koob M, Viola A, Le Fur Y, Viout P, Ratiney H, Confort-Gouny S, Cozzone PJ, Girard N. Creatine, Glutamine plus Glutamate, and Macromolecules Are Decreased in the Central White Matter of Premature Neonates around Term. PLoS One 2016; 11:e0160990. [PMID: 27547969 PMCID: PMC4993494 DOI: 10.1371/journal.pone.0160990] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 07/28/2016] [Indexed: 11/18/2022] Open
Abstract
Preterm birth represents a high risk of neurodevelopmental disabilities when associated with white-matter damage. Recent studies have reported cognitive deficits in children born preterm without brain injury on MRI at term-equivalent age. Understanding the microstructural and metabolic underpinnings of these deficits is essential for their early detection. Here, we used diffusion-weighted imaging and single-voxel 1H magnetic resonance spectroscopy (MRS) to compare brain maturation at term-equivalent age in premature neonates with no evidence of white matter injury on conventional MRI except diffuse excessive high-signal intensity, and normal term neonates. Thirty-two infants, 16 term neonates (mean post-conceptional age at scan: 39.8±1 weeks) and 16 premature neonates (mean gestational age at birth: 29.1±2 weeks, mean post-conceptional age at scan: 39.2±1 weeks) were investigated. The MRI/MRS protocol performed at 1.5T involved diffusion-weighted MRI and localized 1H-MRS with the Point RESolved Spectroscopy (PRESS) sequence. Preterm neonates showed significantly higher ADC values in the temporal white matter (P<0.05), the occipital white matter (P<0.005) and the thalamus (P<0.05). The proton spectrum of the centrum semiovale was characterized by significantly lower taurine/H2O and macromolecules/H2O ratios (P<0.05) at a TE of 30 ms, and reduced (creatine+phosphocreatine)/H2O and (glutamine+glutamate)/H2O ratios (P<0.05) at a TE of 135 ms in the preterm neonates than in full-term neonates. Our findings indicate that premature neonates with normal conventional MRI present a delay in brain maturation affecting the white matter and the thalamus. Their brain metabolic profile is characterized by lower levels of creatine, glutamine plus glutamate, and macromolecules in the centrum semiovale, a finding suggesting altered energy metabolism and protein synthesis.
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Affiliation(s)
- Meriam Koob
- Service de Neuroradiologie, AP-HM Timone, Aix-Marseille Université, Marseille, France
- Service de Radiopédiatrie-Imagerie 2, CHU de Strasbourg, Hôpital de Hautepierre, Strasbourg, France
- Laboratoire ICube, UMR 7357, FMTS, Université de Strasbourg-CNRS, Strasbourg, France
| | - Angèle Viola
- Aix-Marseille Université, CNRS, Centre de Résonance Magnétique Biologique et Médicale, UMR 7339, Faculté de Médecine la Timone, Marseille, France
- * E-mail: (NG); (AV)
| | - Yann Le Fur
- Aix-Marseille Université, CNRS, Centre de Résonance Magnétique Biologique et Médicale, UMR 7339, Faculté de Médecine la Timone, Marseille, France
| | - Patrick Viout
- Aix-Marseille Université, CNRS, Centre de Résonance Magnétique Biologique et Médicale, UMR 7339, Faculté de Médecine la Timone, Marseille, France
| | - Hélène Ratiney
- Laboratoire CREATIS, CNRS UMR 5220, Inserm U1044, Université Claude Bernard Lyon I, INSA-Lyon, Lyon, France
| | - Sylviane Confort-Gouny
- Aix-Marseille Université, CNRS, Centre de Résonance Magnétique Biologique et Médicale, UMR 7339, Faculté de Médecine la Timone, Marseille, France
| | - Patrick J. Cozzone
- Aix-Marseille Université, CNRS, Centre de Résonance Magnétique Biologique et Médicale, UMR 7339, Faculté de Médecine la Timone, Marseille, France
| | - Nadine Girard
- Service de Neuroradiologie, AP-HM Timone, Aix-Marseille Université, Marseille, France
- Aix-Marseille Université, CNRS, Centre de Résonance Magnétique Biologique et Médicale, UMR 7339, Faculté de Médecine la Timone, Marseille, France
- * E-mail: (NG); (AV)
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Boutière C, Rey C, Zaaraoui W, Le Troter A, Rico A, Crespy L, Achard S, Reuter F, Pariollaud F, Wirsich J, Asquinazi P, Confort-Gouny S, Soulier E, Guye M, Pelletier J, Ranjeva JP, Audoin B. Improvement of spasticity following intermittent theta burst stimulation in multiple sclerosis is associated with modulation of resting-state functional connectivity of the primary motor cortices. Mult Scler 2016; 23:855-863. [DOI: 10.1177/1352458516661640] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background: Intermittent theta burst stimulation (iTBS) of the primary motor cortex improves transiently lower limbs spasticity in multiple sclerosis (MS). However, the cerebral mechanisms underlying this effect have never been investigated. Objective: To assess whether modulation of spasticity induced by iTBS is underlined by functional reorganization of the primary motor cortices. Methods: A total of 17 patients with MS suffering from lower limbs spasticity were randomized to receive real iTBS or sham iTBS during the first half of a 5-week indoor rehabilitation programme. Spasticity was assessed using the Modified Ashworth Scale and the Visual Analogue Scale at baseline, after the stimulation session and at the end of the rehabilitation programme. Resting-state functional magnetic resonance imaging (fMRI) was performed at the three time points, and brain functional networks topology was analysed using graph-theoretical approach. Results: At the end of stimulation, improvement of spasticity was greater in real iTBS group than in sham iTBS group ( p = 0.026). iTBS had a significant effect on the balance of the connectivity degree between the stimulated and the homologous primary motor cortex ( p = 0.005). Changes in inter-hemispheric balance were correlated with improvement of spasticity (rho = 0.56, p = 0.015). Conclusion: This longitudinal resting-state fMRI study evidences that functional reorganization of the primary motor cortices may underlie the effect of iTBS on spasticity in MS.
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Affiliation(s)
- Clémence Boutière
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Caroline Rey
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Wafaa Zaaraoui
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France
| | - Arnaud Le Troter
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France
| | - Audrey Rico
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Lydie Crespy
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Sophie Achard
- CNRS, Grenoble Image Parole Signal Automatique (GIPSA), Grenoble, France
| | - Françoise Reuter
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Fanelly Pariollaud
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Jonathan Wirsich
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France
| | | | | | | | - Maxime Guye
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle d’Imagerie médicale, CEMEREM, Marseille, France
| | - Jean Pelletier
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | | | - Bertrand Audoin
- CRMBM UMR 7339, CNRS, Aix-Marseille Université, Marseille, France/APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
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Ranjeva JP, Pelletier J, Confort-Gouny S, Ibarrola D, Audoin B, Le Fur Y, Viout P, Chérif AA, Cozzone PJ. MRI/MRS of corpus callosum in patients with clinically isolated syndrome suggestive of multiple sclerosis. Mult Scler 2016; 9:554-65. [PMID: 14664467 DOI: 10.1191/1352458503ms938oa] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
A trophy of corpus callosum (C C) related to axonal loss has previously been observed in patients at the early stage of clinically definite multiple sclerosis (CDMS). Atrophy increases with the progression of the disease. Nevertheless, no data concerning the onset of atrophy of C C are currently available. The purpose of this study is to determine if damage in callosal tissue was present at the earliest stage of MS, in a subgroup of patients presenting with a clinically isolated syndrome suggestive of MS (C ISSMS), fulfilling the dissemination in space criteria according to McDonald. Magnetic resonance imaging (MRI) and magnetic resonance spectroscopy (MRS) techniques were applied to measure C C volume, magnetization transfer ratio (MTR), mean diffusivity (MD), N-acetyl aspartate/choline-containing compounds (NAA/C ho) ratio, N-acetyl aspartate/total creatine (NA A/C r) ratio and C ho/C r ratio inside the C C of 46 C ISSMS patients and 24 sexand age-matched controls. No atrophy of C C was observed in the C ISSMS group. C C of patients was character ized by decreased MTR and increased MD. No change in the NA A/C r ratio was observed while the NA A/C ho ratio decreased and C ho/C r ratio increased in the splenium and the central anterio r part of C C. These abnormalities were present in patients with, but also without, macroscopic lesions inside the C C. O ur results indicate that diffuse structural and metabolic changes, which may be interpreted as representing predominantly myelin patho logy, occur in the C C at the earliest stage of MS before any atrophy is detected.
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Affiliation(s)
- J P Ranjeva
- Centre de Resonance Magnétique Biologique et Médicale-UMR CNRS No. 6612, Medical School of Marseille, France
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Audoin B, Ibarrola D, Malikova I, Soulier E, Confort-Gouny S, Duong MVA, Reuter F, Viout P, Ali-Chérif A, Cozzone PJ, Pelletier J, Ranjeva JP. Onset and underpinnings of white matter atrophy at the very early stage of multiple sclerosis - a two-year longitudinal MRI/MRSI study of corpus callosum. Mult Scler 2016; 13:41-51. [PMID: 17294610 DOI: 10.1177/1352458506071215] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Backgrounds Atrophy of corpus callosum (CC), a white matter structure linking the two hemispheres, is commonly observed in multiple sclerosis (MS). However, the occurrence and processes leading to this alteration are not yet determined. Goal and methods To better characterize the onset and progression of CC atrophy from the early stage of MS, we performed a two-year follow-up magnetic resonance imaging/magnetic resonance spectroscopic imaging (MRI/MRSI) exploration of CC in 24 patients with clinically isolated syndrome. These patients were explored using the same protocol at month (M)6, M12 and M24. MRI/MRSI techniques were applied to measure CC volume, and relative concentrations of N-acetylaspartate (NAA), creatine/phosphocreatine (Cr) and choline-containing compounds (Cho). A group of matched controls was also explored. Results Atrophy of CC, not present at baseline, was observed at M12 and progressed over the second year (M24). At baseline, a decrease in relative NAA level was observed in the anterior and posterior body of CC, with normalization during the follow-up period. In the anterior body, an increase in relative Cho level was observed, with normalization at M6. Normal relative Cr levels were observed at all time points in all sub-regions. The rate of CC atrophy was correlated with the change in the Expanded Disability Status Scale (EDSS) during the follow-up period. Conclusion These results suggest that CC atrophy appears over a period of one year after the first acute inflammatory episode, and that this atrophy is accompanied, especially in the anterior body of CC, by a normalization of the relative Cho levels, marker of acute inflammation, and NAA levels, marker of neuronal dysfunction and/or loss.
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Affiliation(s)
- B Audoin
- Centre de Résonance Magnétique Biologique et Médicale, UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, 27 Boulevard Jean Moulin, Marseille 13385, 05, France
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Le Troter A, Fouré A, Guye M, Confort-Gouny S, Mattei JP, Guis S, Gondin J, Salort-Campana E, Bendahan D. AB0945 An Atlas Based Automatic Segmentation of The Human Thigh Muscles: A Promising Approach for Muscle Volume Quantification in Longitudinal Studies. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-eular.1385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Le Troter A, Fouré A, Guye M, Confort-Gouny S, Mattei JP, Gondin J, Salort-Campana E, Bendahan D. Volume measurements of individual muscles in human quadriceps femoris using atlas-based segmentation approaches. Magn Reson Mater Phy 2016; 29:245-57. [DOI: 10.1007/s10334-016-0535-6] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Revised: 02/11/2016] [Accepted: 02/12/2016] [Indexed: 10/22/2022]
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14
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Faivre A, Robinet E, Guye M, Rousseau C, Maarouf A, Le Troter A, Zaaraoui W, Rico A, Crespy L, Soulier E, Confort-Gouny S, Pelletier J, Achard S, Ranjeva JP, Audoin B. Depletion of brain functional connectivity enhancement leads to disability progression in multiple sclerosis: A longitudinal resting-state fMRI study. Mult Scler 2016; 22:1695-1708. [PMID: 26838014 DOI: 10.1177/1352458516628657] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Accepted: 12/27/2015] [Indexed: 11/15/2022]
Abstract
BACKGROUND The compensatory effect of brain functional connectivity enhancement in relapsing-remitting multiple sclerosis (RRMS) remains controversial. OBJECTIVE To characterize the relationships between brain functional connectivity changes and disability progression in RRMS. METHODS Long-range connectivity, short-range connectivity, and density of connections were assessed using graph theoretical analysis of resting-state functional magnetic resonance imaging (fMRI) data acquired in 38 RRMS patients (disease duration: 120 ± 32 months) and 24 controls. All subjects were explored at baseline and all patients and six controls 2 years later. RESULTS At baseline, levels of long-range and short-range brain functional connectivity were higher in patients compared to controls. During the follow-up, decrease in connections' density was inversely correlated with disability progression. Post-hoc analysis evidenced differential evolution of brain functional connectivity metrics in patients according to their level of disability at baseline: while patients with lowest disability at baseline experienced an increase in all connectivity metrics during the follow-up, patients with higher disability at baseline showed a decrease in the connectivity metrics. In these patients, decrease in the connectivity metrics was associated with disability progression. CONCLUSION The study provides two main findings: (1) brain functional connectivity enhancement decreases during the disease course after reaching a maximal level, and (2) decrease in brain functional connectivity enhancement participates in disability progression.
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Affiliation(s)
- Anthony Faivre
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France/Service de Neurologie, Hôpital d'Instruction des Armées Sainte-Anne, Toulon, France
| | - Emmanuelle Robinet
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France/Service de Neurologie, Pôle de Neurosciences Cliniques, APHM, Hôpital de la Timone, Marseille, France
| | - Maxime Guye
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France/CEMEREM, Pôle d'Imagerie Médicale, APHM, Hôpital de la Timone, Marseille, France
| | - Celia Rousseau
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France
| | - Adil Maarouf
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France
| | - Arnaud Le Troter
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France
| | - Wafaa Zaaraoui
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France
| | - Audrey Rico
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France/Service de Neurologie, Pôle de Neurosciences Cliniques, APHM, Hôpital de la Timone, Marseille, France
| | - Lydie Crespy
- Service de Neurologie, Pôle de Neurosciences Cliniques, APHM, Hôpital de la Timone, Marseille, France
| | - Elisabeth Soulier
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France
| | - Sylviane Confort-Gouny
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France
| | - Jean Pelletier
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France/Service de Neurologie, Pôle de Neurosciences Cliniques, APHM, Hôpital de la Timone, Marseille, France
| | | | - Jean-Philippe Ranjeva
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France
| | - Bertrand Audoin
- CRMBM UMR AMU 7339, Faculté de Médecine, CNRS, Aix-Marseille Université, Marseille, France/Service de Neurologie, Pôle de Neurosciences Cliniques, APHM, Hôpital de la Timone, Marseille, France
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15
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Donadieu M, Le Fur Y, Lecocq A, Maudsley AA, Gherib S, Soulier E, Confort-Gouny S, Pariollaud F, Ranjeva MP, Pelletier J, Guye M, Zaaraoui W, Audoin B, Ranjeva JP. Metabolic voxel-based analysis of the complete human brain using fast 3D-MRSI: Proof of concept in multiple sclerosis. J Magn Reson Imaging 2016; 44:411-9. [PMID: 26756662 DOI: 10.1002/jmri.25139] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 12/08/2015] [Indexed: 12/22/2022] Open
Abstract
PURPOSE To detect local metabolic abnormalities over the complete human brain in multiple sclerosis (MS) patients, we used optimized fast volumic echo planar spectroscopic imaging (3D-EPSI). MATERIALS AND METHODS Weighted mean combination of two 3D-EPSI covering the whole brain acquired at 3T in AC-PC and AC-PC+15° axial planes was performed to obtain high-quality metabolite maps for five metabolites: N-acetyl aspartate (NAA), glutamate+glutamine (Glx), choline (Cho), myo-inositol (m-Ins), and creatine+phosphocreatine (tCr). After spatial normalization, maps from 19 patients suffering from relapsing-remitting MS were compared to 19 matched controls using statistical mapping analyses to determine the topography of metabolic abnormalities. Probabilistic white matter (WM) T2 lesion maps and gray matter (GM) atrophy maps were also generated. RESULTS Two-group analysis of variance (ANOVA) (SPM8, P < 0.005, false discovery rate [FDR]-corrected P < 0.05 at the cluster level with age and sex as confounding covariates) comparing patients and controls matched for age and sex showed clusters of abnormal metabolite levels with 1) decreased NAA (around -15%) and Glx (around 20%) predominantly in GM within prefrontal cortices, motor cortices, bilateral thalami, and mesial temporal cortices in line with neuronal/neuro-astrocytic dysfunction; 2) increased m-Ins (around + 20%) inside WM T2 lesions and in the normal-appearing WM of temporal-occipital lobes, suggesting glial activation. CONCLUSION We demonstrate the ability to noninvasively map over the complete brain-from vertex to cerebellum-with a validated sequence, the metabolic abnormalities associated with MS, for characterizing the topography of pathological processes affecting widespread areas of WM and GM and its functional impact. J. Magn. Reson. Imaging 2016;44:411-419.
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Affiliation(s)
- Maxime Donadieu
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Yann Le Fur
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Angèle Lecocq
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Andrew A Maudsley
- Miller School of Medicine, University of Miami, Department of Radiology, Miami, Florida, USA
| | - Soraya Gherib
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France.,AP-HM, CHU Timone, Pôle de Neurosciences Cliniques, Department of Neurology, Marseille, France
| | - Elisabeth Soulier
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Sylviane Confort-Gouny
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Fanelly Pariollaud
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France.,AP-HM, CHU Timone, Pôle de Neurosciences Cliniques, Department of Neurology, Marseille, France
| | - Marie-Pierre Ranjeva
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France.,AP-HM, CHU Timone, Pôle de Neurosciences Cliniques, Department of Neurology, Marseille, France
| | - Jean Pelletier
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle de Neurosciences Cliniques, Department of Neurology, Marseille, France
| | - Maxime Guye
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Wafaa Zaaraoui
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Bertrand Audoin
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France.,AP-HM, CHU Timone, Pôle de Neurosciences Cliniques, Department of Neurology, Marseille, France
| | - Jean-Philippe Ranjeva
- Aix Marseille Université, CNRS, CRMBM UMR 7339, Medical School of Marseille, Marseille, France
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Faget-Agius C, Catherine FA, Boyer L, Wirsich J, Jonathan W, Ranjeva JP, Jean-Philippe R, Richieri R, Raphaelle R, Soulier E, Elisabeth S, Confort-Gouny S, Sylviane CG, Auquier P, Pascal A, Guye M, Maxime G, Lançon C, Christophe L. Neural substrate of quality of life in patients with schizophrenia: a magnetisation transfer imaging study. Sci Rep 2015; 5:17650. [PMID: 26632639 PMCID: PMC4668560 DOI: 10.1038/srep17650] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 11/02/2015] [Indexed: 11/16/2022] Open
Abstract
The aim of this study was to investigate the neural substrate underlying quality of life (QoL) and to demonstrate the microstructural abnormalities associated with impaired QoL in a large sample of patients with schizophrenia, using magnetisation transfer imaging. A total of 81 right-handed men with a diagnosis of schizophrenia and 25 age- and sex-similar healthy controls were included and underwent a 3T MRI with magnetization transfer ratio (MTR) to detect microstructural abnormalities. Compared with healthy controls, patients with schizophrenia had grey matter (GM) decreased MTR values in the temporal lobe (BA21, BA37 and BA38), the bilateral insula, the occipital lobe (BA17, BA18 and BA19) and the cerebellum. Patients with impaired QoL had lower GM MTR values relative to patients with preserved QoL in the bilateral temporal pole (BA38), the bilateral insula, the secondary visual cortex (BA18), the vermis and the cerebellum. Significant correlations between MTR values and QoL scores (p < 0.005) were observed in the GM of patients in the right temporal pole (BA38), the bilateral insula, the vermis and the right cerebellum. Our study shows that QoL impairment in patients with schizophrenia is related to the microstructural changes in an extensive network, suggesting that QoL is a bio-psychosocial marker.
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Affiliation(s)
| | - Faget-Agius Catherine
- Aix-Marseille University, EA 3279, Public Health: Chronic Diseases and Quality of Life, School of Medicine, 13005 Marseille, France
- Department of Psychiatry, Conception University Hospital, 13009 Marseille, France
- Department of Public Health, Timone University Hospital, Assistance Publique - Hôpitaux de Marseille, 13005 Marseille, France
- Aix Marseille University, Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 7339, Medical School of Marseille, France
- Centre d'Exploration Métabolique par Résonance Magnétique (CEMEREM), Medical Imaging Department, Timone University Hospital, AP-HM, Marseille, France
| | - Laurent Boyer
- Aix-Marseille University, EA 3279, Public Health: Chronic Diseases and Quality of Life, School of Medicine, 13005 Marseille, France
- Department of Public Health, Timone University Hospital, Assistance Publique - Hôpitaux de Marseille, 13005 Marseille, France
| | | | - Wirsich Jonathan
- Aix Marseille University, Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 7339, Medical School of Marseille, France
- Centre d'Exploration Métabolique par Résonance Magnétique (CEMEREM), Medical Imaging Department, Timone University Hospital, AP-HM, Marseille, France
| | | | - Ranjeva Jean-Philippe
- Aix Marseille University, Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 7339, Medical School of Marseille, France
- Centre d'Exploration Métabolique par Résonance Magnétique (CEMEREM), Medical Imaging Department, Timone University Hospital, AP-HM, Marseille, France
| | | | - Richieri Raphaelle
- Aix-Marseille University, EA 3279, Public Health: Chronic Diseases and Quality of Life, School of Medicine, 13005 Marseille, France
- Department of Psychiatry, Conception University Hospital, 13009 Marseille, France
- Department of Public Health, Timone University Hospital, Assistance Publique - Hôpitaux de Marseille, 13005 Marseille, France
| | | | - Soulier Elisabeth
- Aix Marseille University, Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 7339, Medical School of Marseille, France
- Centre d'Exploration Métabolique par Résonance Magnétique (CEMEREM), Medical Imaging Department, Timone University Hospital, AP-HM, Marseille, France
| | | | - Confort-Gouny Sylviane
- Aix Marseille University, Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 7339, Medical School of Marseille, France
- Centre d'Exploration Métabolique par Résonance Magnétique (CEMEREM), Medical Imaging Department, Timone University Hospital, AP-HM, Marseille, France
| | | | - Auquier Pascal
- Aix-Marseille University, EA 3279, Public Health: Chronic Diseases and Quality of Life, School of Medicine, 13005 Marseille, France
- Department of Public Health, Timone University Hospital, Assistance Publique - Hôpitaux de Marseille, 13005 Marseille, France
| | | | - Guye Maxime
- Aix Marseille University, Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 7339, Medical School of Marseille, France
- Centre d'Exploration Métabolique par Résonance Magnétique (CEMEREM), Medical Imaging Department, Timone University Hospital, AP-HM, Marseille, France
| | - Christophe Lançon
- Aix-Marseille University, EA 3279, Public Health: Chronic Diseases and Quality of Life, School of Medicine, 13005 Marseille, France
- Department of Psychiatry, Conception University Hospital, 13009 Marseille, France
- Department of Public Health, Timone University Hospital, Assistance Publique - Hôpitaux de Marseille, 13005 Marseille, France
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17
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Faivre A, Rico A, Zaaraoui W, Reuter F, Confort-Gouny S, Guye M, Pelletier J, Ranjeva JP, Audoin B. Brain functional plasticity at rest and during action in multiple sclerosis patients. J Clin Neurosci 2015; 22:1438-43. [DOI: 10.1016/j.jocn.2015.02.033] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2014] [Accepted: 02/21/2015] [Indexed: 10/23/2022]
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18
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Lecocq A, Le Fur Y, Maudsley AA, Le Troter A, Sheriff S, Sabati M, Donnadieu M, Confort-Gouny S, Cozzone PJ, Guye M, Ranjeva JP. Whole-brain quantitative mapping of metabolites using short echo three-dimensional proton MRSI. J Magn Reson Imaging 2014; 42:280-9. [PMID: 25431032 DOI: 10.1002/jmri.24809] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 11/04/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To improve the extent over which whole brain quantitative three-dimensional (3D) magnetic resonance spectroscopic imaging (MRSI) maps can be obtained and be used to explore brain metabolism in a population of healthy volunteers. METHODS Two short echo time (20 ms) acquisitions of 3D echo planar spectroscopic imaging at two orientations, one in the anterior commissure-posterior commissure (AC-PC) plane and the second tilted in the AC-PC +15° plane were obtained at 3 Tesla in a group of 10 healthy volunteers. B1 (+) , B1 (-) , and B0 correction procedures and normalization of metabolite signals with quantitative water proton density measurements were performed. A combination of the two spatially normalized 3D-MRSI, using a weighted mean based on the pixel wise standard deviation metabolic maps of each orientation obtained from the whole group, provided metabolite maps for each subject allowing regional metabolic profiles of all parcels of the automated anatomical labeling (AAL) atlas to be obtained. RESULTS The combined metabolite maps derived from the two acquisitions reduced the regional intersubject variance. The numbers of AAL regions showing N-acetyl aspartate (NAA) SD/Mean ratios lower than 30% increased from 17 in the AC-PC orientation and 41 in the AC-PC+15° orientation, to a value of 76 regions of 116 for the combined NAA maps. Quantitatively, regional differences in absolute metabolite concentrations (mM) over the whole brain were depicted such as in the GM of frontal lobes (cNAA = 10.03 + 1.71; cCho = 1.78 ± 0.55; cCr = 7.29 ± 1.69; cmIns = 5.30 ± 2.67) and in cerebellum (cNAA = 5.28 ± 1.77; cCho = 1.60 ± 0.41; cCr = 6.95 ± 2.15; cmIns = 3.60 ± 0.74). CONCLUSION A double-angulation acquisition enables improved metabolic characterization over a wide volume of the brain.
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Affiliation(s)
- Angèle Lecocq
- CRMBM, Aix-Marseille Université, CNRS 7339, Marseille, France.,APHM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Yann Le Fur
- CRMBM, Aix-Marseille Université, CNRS 7339, Marseille, France.,APHM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Andrew A Maudsley
- Department of radiology, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Arnaud Le Troter
- CRMBM, Aix-Marseille Université, CNRS 7339, Marseille, France.,APHM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Sulaiman Sheriff
- Department of radiology, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Mohamad Sabati
- Department of radiology, Miller School of Medicine, University of Miami, Miami, Florida, USA.,Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Maxime Donnadieu
- CRMBM, Aix-Marseille Université, CNRS 7339, Marseille, France.,APHM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Sylviane Confort-Gouny
- CRMBM, Aix-Marseille Université, CNRS 7339, Marseille, France.,APHM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Patrick J Cozzone
- CRMBM, Aix-Marseille Université, CNRS 7339, Marseille, France.,APHM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Maxime Guye
- CRMBM, Aix-Marseille Université, CNRS 7339, Marseille, France.,APHM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
| | - Jean-Philippe Ranjeva
- CRMBM, Aix-Marseille Université, CNRS 7339, Marseille, France.,APHM, CHU Timone, Pôle d'Imagerie, CEMEREM, Marseille, France
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Koob M, Ghattas B, Viout P, Confort-Gouny S, Girard N. SFIPP CO-07 - IRM multimodale des tumeurs cérébrales de l’enfant. Arch Pediatr 2014. [DOI: 10.1016/s0929-693x(14)71844-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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20
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Grapperon AM, Verschueren A, Duclos Y, Confort-Gouny S, Soulier E, Loundou AD, Guye M, Cozzone PJ, Pouget J, Ranjeva JP, Attarian S. Association between structural and functional corticospinal involvement in amyotrophic lateral sclerosis assessed by diffusion tensor MRI and triple stimulation technique. Muscle Nerve 2014; 49:551-7. [DOI: 10.1002/mus.23957] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2013] [Revised: 06/15/2013] [Accepted: 07/09/2013] [Indexed: 11/10/2022]
Affiliation(s)
- Aude-Marie Grapperon
- Department of Neurology and Neuromuscular Diseases; CHU La Timone; 264 rue Saint-Pierre 13385 Marseille France
| | - Annie Verschueren
- Department of Neurology and Neuromuscular Diseases; CHU La Timone; 264 rue Saint-Pierre 13385 Marseille France
| | - Yann Duclos
- Department of Neurology and Neuromuscular Diseases; CHU La Timone; 264 rue Saint-Pierre 13385 Marseille France
| | - Sylviane Confort-Gouny
- Biological and Medical Magnetic Resonance Center (CRMBM) and Center for Metabolic Exploration using Magnetic Resonance (CEMEREM) (UMR 7339); CHU La Timone; Marseilles France
| | - Elisabeth Soulier
- Biological and Medical Magnetic Resonance Center (CRMBM) and Center for Metabolic Exploration using Magnetic Resonance (CEMEREM) (UMR 7339); CHU La Timone; Marseilles France
| | - Anderson D. Loundou
- Department of Methodological Aid to Clinical Research; CHU La Timone; Marseilles France
| | - Maxime Guye
- Biological and Medical Magnetic Resonance Center (CRMBM) and Center for Metabolic Exploration using Magnetic Resonance (CEMEREM) (UMR 7339); CHU La Timone; Marseilles France
| | - Patrick J. Cozzone
- Biological and Medical Magnetic Resonance Center (CRMBM) and Center for Metabolic Exploration using Magnetic Resonance (CEMEREM) (UMR 7339); CHU La Timone; Marseilles France
| | - Jean Pouget
- Department of Neurology and Neuromuscular Diseases; CHU La Timone; 264 rue Saint-Pierre 13385 Marseille France
| | - Jean-Philippe Ranjeva
- Biological and Medical Magnetic Resonance Center (CRMBM) and Center for Metabolic Exploration using Magnetic Resonance (CEMEREM) (UMR 7339); CHU La Timone; Marseilles France
| | - Shahram Attarian
- Department of Neurology and Neuromuscular Diseases; CHU La Timone; 264 rue Saint-Pierre 13385 Marseille France
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21
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Gour N, Felician O, Didic M, Koric L, Gueriot C, Chanoine V, Confort-Gouny S, Guye M, Ceccaldi M, Ranjeva JP. Functional connectivity changes differ in early and late-onset Alzheimer's disease. Hum Brain Mapp 2013; 35:2978-94. [PMID: 24123475 DOI: 10.1002/hbm.22379] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Revised: 06/04/2013] [Accepted: 07/11/2013] [Indexed: 12/21/2022] Open
Abstract
At a similar stage, patients with early onset Alzheimer's disease (EOAD) have greater neocortical but less medial temporal lobe dysfunction and atrophy than the late-onset form of the disease (LOAD). Whether the organization of neural networks also differs has never been investigated. This study aims at characterizing basal functional connectivity (FC) patterns of EOAD and LOAD in two groups of 14 patients matched for disease duration and severity, relative to age-matched controls. All subjects underwent an extensive neuropsychological assessment. Magnetic resonance imaging was used to quantify atrophy and resting-state FC focusing on : the default mode network (DMN), found impaired in earlier studies on AD, and the anterior temporal network (ATN) and dorso-lateral prefrontal network (DLPFN), respectively involved in declarative memory and executive functions. Patterns of atrophy and cognitive impairment in EOAD and LOAD were in accordance with previous reports. FC within the DMN was similarly decreased in both EOAD and LOAD relative to controls. However, a double-dissociated pattern of FC changes in ATN and DLPFN was found. EOAD exhibited decreased FC in the DLPFN and increased FC in the ATN relative to controls, while the reverse pattern was found in LOAD. In addition, ATN and DLPFN connectivity correlated respectively with memory and executive performances, suggesting that increased FC is here likely to reflect compensatory mechanisms. Thus, large-scale neural network changes in EOAD and LOAD endorse both common features and differences, probably related to a distinct distribution of pathological changes.
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Affiliation(s)
- Natalina Gour
- Aix-Marseille Université, CNRS, CRMBM UMR 7339, 13385, Marseille, France; Aix-Marseille Université, INSERM, Institut des Neurosciences des Systèmes (INS) UMR 1106, 13385, Marseille, France; APHM, Hôpitaux de la Timone, Service de Neurologie et Neuropsychologie, 13385, Marseille, France; APHM, Hôpitaux de la Timone, CEMEREM, 13385, Marseille, France
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Maarouf A, Audoin B, Konstandin S, Rico A, Soulier E, Reuter F, Le Troter A, Confort-Gouny S, Cozzone PJ, Guye M, Schad LR, Pelletier J, Ranjeva JP, Zaaraoui W. Topography of brain sodium accumulation in progressive multiple sclerosis. Magn Reson Mater Phy 2013; 27:53-62. [DOI: 10.1007/s10334-013-0396-1] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2013] [Revised: 07/23/2013] [Accepted: 07/24/2013] [Indexed: 12/30/2022]
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Laigle C, Confort-Gouny S, Le Fur Y, Cozzone PJ, Viola A. Deletion of TRAAK potassium channel affects brain metabolism and protects against ischemia. PLoS One 2012; 7:e53266. [PMID: 23285272 PMCID: PMC3532408 DOI: 10.1371/journal.pone.0053266] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2012] [Accepted: 11/27/2012] [Indexed: 01/23/2023] Open
Abstract
Cerebral stroke is a worldwide leading cause of disability. The two-pore domain K⁺ channels identified as background channels are involved in many functions in brain under physiological and pathological conditions. We addressed the hypothesis that TRAAK, a mechano-gated and lipid-sensitive two-pore domain K⁺ channel, is involved in the pathophysiology of brain ischemia. We studied the effects of TRAAK deletion on brain morphology and metabolism under physiological conditions, and during temporary focal cerebral ischemia in Traak⁻/⁻ mice using a combination of in vivo magnetic resonance imaging (MRI) techniques and multinuclear magnetic resonance spectroscopy (MRS) methods. We provide the first in vivo evidence establishing a link between TRAAK and neurometabolism. Under physiological conditions, Traak⁻/⁻ mice showed a particular metabolic phenotype characterized by higher levels of taurine and myo-inositol than Traak⁺/⁺ mice. Upon ischemia, Traak⁻/⁻ mice had a smaller infarcted volume, with lower contribution of cellular edema than Traak⁺/⁺ mice. Moreover, brain microcirculation was less damaged, and brain metabolism and pH were preserved. Our results show that expression of TRAAK strongly influences tissue levels of organic osmolytes. Traak⁻/⁻ mice resilience to cellular edema under ischemia appears related to their physiologically high levels of myo-inositol and of taurine, an aminoacid involved in the modulation of mitochondrial activity and cell death. The beneficial effects of TRAAK deletion designate this channel as a promising pharmacological target for the treatment against stroke.
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MESH Headings
- Animals
- Brain/diagnostic imaging
- Brain/metabolism
- Cytoprotection/genetics
- Energy Metabolism/genetics
- Female
- Gene Deletion
- Hypoxia-Ischemia, Brain/complications
- Hypoxia-Ischemia, Brain/diagnostic imaging
- Hypoxia-Ischemia, Brain/genetics
- Hypoxia-Ischemia, Brain/prevention & control
- Infarction, Middle Cerebral Artery/complications
- Infarction, Middle Cerebral Artery/diagnostic imaging
- Infarction, Middle Cerebral Artery/genetics
- Infarction, Middle Cerebral Artery/metabolism
- Male
- Mice
- Mice, Inbred C57BL
- Mice, Knockout
- Potassium Channels/genetics
- Radiography
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Affiliation(s)
- Christophe Laigle
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Joint Research Unit n°7339 (UMR 7339), National Center for Scientific Research (CNRS), Aix-Marseille Université (AMU), Marseille, France
| | - Sylviane Confort-Gouny
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Joint Research Unit n°7339 (UMR 7339), National Center for Scientific Research (CNRS), Aix-Marseille Université (AMU), Marseille, France
| | - Yann Le Fur
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Joint Research Unit n°7339 (UMR 7339), National Center for Scientific Research (CNRS), Aix-Marseille Université (AMU), Marseille, France
| | - Patrick J. Cozzone
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Joint Research Unit n°7339 (UMR 7339), National Center for Scientific Research (CNRS), Aix-Marseille Université (AMU), Marseille, France
| | - Angèle Viola
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Joint Research Unit n°7339 (UMR 7339), National Center for Scientific Research (CNRS), Aix-Marseille Université (AMU), Marseille, France
- * E-mail:
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Fellah S, Caudal D, De Paula AM, Dory-Lautrec P, Figarella-Branger D, Chinot O, Metellus P, Cozzone PJ, Confort-Gouny S, Ghattas B, Callot V, Girard N. Multimodal MR imaging (diffusion, perfusion, and spectroscopy): is it possible to distinguish oligodendroglial tumor grade and 1p/19q codeletion in the pretherapeutic diagnosis? AJNR Am J Neuroradiol 2012; 34:1326-33. [PMID: 23221948 DOI: 10.3174/ajnr.a3352] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Pretherapeutic determination of tumor grade and genotype in grade II and III oligodendroglial tumors is clinically important but is still challenging. Tumor grade and 1p/19q status are currently the 2 most important factors in therapeutic decision making for patients with these tumors. Histopathology and cMRI studies are still limited in some cases. In the present study, we were interested in determining whether the combination of PWI, DWI, and MR spectroscopy could help distinguish oligodendroglial tumors according to their histopathologic grade and genotype. MATERIALS AND METHODS We retrospectively reviewed 50 adult patients with grade II and III oligodendrogliomas and oligoastrocytomas who had DWI, PWI, and MR spectroscopy at short and long TE data and known 1p/19q status. Univariate analyses and multivariate random forest models were performed to determine which criteria could differentiate between grades and genotypes. RESULTS ADC, rCBV, rCBF, and rK2 were significantly different between grade II and III oligodendroglial tumors. DWI, PWI, and MR spectroscopy showed no significant difference between tumors with and without 1p/19q loss. Separation between tumor grades and genotypes with cMRI alone showed 31% and 48% misclassification rates, respectively. Multimodal MR imaging helps to determine tumor grade and 1p/19q genotype more accurately (misclassification rates of 17% and 40%, respectively). CONCLUSIONS Although multimodal investigation of oligodendroglial tumors has a lower contribution to 1p/19q genotyping compared with cMRI alone, it greatly improves the accuracy of grading of these neoplasms. Use of multimodal MR imaging could thus provide valuable information that may assist clinicians in patient preoperative management and treatment decision making.
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Affiliation(s)
- S Fellah
- Centre de Résonance Magnétique Biologique et Médicale, Aix-Marseille University, Marseille, France.
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25
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Zaaraoui W, Konstandin S, Audoin B, Nagel AM, Rico A, Malikova I, Soulier E, Viout P, Confort-Gouny S, Cozzone PJ, Pelletier J, Schad LR, Ranjeva JP. Distribution of brain sodium accumulation correlates with disability in multiple sclerosis: a cross-sectional 23Na MR imaging study. Radiology 2012; 264:859-67. [PMID: 22807483 DOI: 10.1148/radiol.12112680] [Citation(s) in RCA: 100] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PURPOSE To quantify brain sodium accumulations and characterize for the first time the spatial location of sodium abnormalities at different stages of relapsing-remitting (RR) multiple sclerosis (MS) by using sodium 23 ((23)Na) magnetic resonance (MR) imaging. MATERIALS AND METHODS This study was approved by the local committee on ethics, and written informed consent was obtained from all participants. Three-dimensional (23)Na MR imaging data were obtained with a 3.0-T unit in two groups of patients with RR MS-14 with early RR MS (disease duration <5 years) and 12 with advanced RR MS (disease duration >5 years)-and 15 control subjects. Quantitative assessment of total sodium concentration (TSC) levels within compartments (MS lesions, white matter [WM], and gray matter [GM]) as well as statistical mapping analyses of TSC abnormalities were performed. RESULTS TSC was increased inside demyelinating lesions in both groups of patients, whereas increased TSC was observed in normal-appearing WM and GM only in those with advanced RR MS. In patients, increased TSC inside GM was correlated with disability (as determined with the Expanded Disability Status Scale [EDSS] score; P = .046, corrected) and lesion load at T2-weighted imaging (P = .003, corrected) but not with disease duration (P = .089, corrected). Statistical mapping analysis showed confined TSC increases inside the brainstem, cerebellum, and temporal poles in early RR MS and widespread TSC increases that affected the entire brain in advanced RR MS. EDSS score correlated with TSC increases inside motor networks. CONCLUSION TSC accumulation dramatically increases in the advanced stage of RR MS, especially in the normal-appearing brain tissues, concomitant with disability. Brain sodium MR imaging may help monitor the occurrence of tissue injury and disability.
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Affiliation(s)
- Wafaa Zaaraoui
- CRMBM, no. 7339, Aix-Marseille University, CNRS, Marseille, France.
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26
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Garcia C, Lutz NW, Confort-Gouny S, Cozzone PJ, Armand M, Bernard M. Phospholipid fingerprints of milk from different mammalians determined by 31P NMR: towards specific interest in human health. Food Chem 2012; 135:1777-83. [PMID: 22953921 DOI: 10.1016/j.foodchem.2012.05.111] [Citation(s) in RCA: 92] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2011] [Revised: 05/01/2012] [Accepted: 05/29/2012] [Indexed: 10/28/2022]
Abstract
Our objective was to identify and quantify phospholipids in milk from different species (human HM, cow CoM, camel CaM, and mare MM) using an optimised (31)P NMR spectroscopy procedure. The phospholipid fingerprints were species-specific with a broader variety of classes found in HM and MM; HM and CaM were richer in sphingomyelin (78.3 and 117.5μg/ml) and plasmalogens (27.3 and 24μg/ml), possibly important for infant development. Total phospholipid content was higher in CaM (0.503mM) and lower in MM (0.101mM) compared to HM (0.324mM) or CoM (0.265mM). Our optimised method showed good sensitivity, high resolution, and easy sample preparation with minimal loss of target molecules. It is suitable for determining the accurate composition of a large number of bioactive phospholipids with putative health benefits, including plasmalogens, and should aid in selecting appropriate ingredient sources for infant milk substitutes or fortifiers, and for functional foods dedicated to adults.
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Wybrecht D, Reuter F, Zaaraoui W, Faivre A, Crespy L, Rico A, Malikova I, Confort-Gouny S, Soulier E, Cozzone PJ, Pelletier J, Ranjeva JP, Audoin B. Voxelwise analysis of conventional magnetic resonance imaging to predict future disability in early relapsing–remitting multiple sclerosis. Mult Scler 2012; 18:1585-91. [DOI: 10.1177/1352458512442991] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: The ability of conventional magnetic resonance imaging (MRI) to predict subsequent physical disability and cognitive deterioration after a clinically isolated syndrome (CIS) is weak. Objectives: We aimed to investigate whether conventional MRI changes over 1 year could predict cognitive and physical disability 5 years later in CIS. We performed analyses using a global approach (T2 lesion load, number of T2 lesions), but also a topographic approach. Methods: This study included 38 patients with a CIS. At inclusion, 10 out of 38 patients fulfilled the 2010 revised McDonald’s criteria for the diagnosis of multiple sclerosis. Expanded Disability Status Scale (EDSS) evaluation was performed at baseline, year 1 and year 5, and cognitive evaluation at baseline and year 5. T2-weighted MRI was performed at baseline and year 1. We used voxelwise analysis to analyse the predictive value of lesions location for subsequent disability. Results: Using the global approach, no correlation was found between MRI and clinical data. The occurrence or growth of new lesions in the brainstem was correlated with EDSS changes over the 5 years of follow-up. The occurrence or growth of new lesions in cerebellum, thalami, corpus callosum and frontal lobes over 1 year was correlated with cognitive impairment at 5 years. Conclusion: The assessment of lesion location at the first stage of multiple sclerosis may be of value to predict future clinical disability.
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Affiliation(s)
- Delphine Wybrecht
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
- Service de Neurologie, Hôpital d’Instruction des Armées Sainte Anne, Toulon, France
| | - Françoise Reuter
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Wafaa Zaaraoui
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
| | - Anthony Faivre
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
- Service de Neurologie, Hôpital d’Instruction des Armées Sainte Anne, Toulon, France
| | - Lydie Crespy
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Audrey Rico
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | - Irina Malikova
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | | | | | | | - Jean Pelletier
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
| | | | - Bertrand Audoin
- Aix-Marseille University, CEMEREM, UMR 7339, Marseille, France
- APHM, Hôpital de la Timone, Pôle de Neurosciences Cliniques, Service de Neurologie, Marseille, France
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Faivre A, Rico A, Zaaraoui W, Crespy L, Reuter F, Wybrecht D, Soulier E, Malikova I, Confort-Gouny S, Cozzone PJ, Pelletier J, Ranjeva JP, Audoin B. Assessing brain connectivity at rest is clinically relevant in early multiple sclerosis. Mult Scler 2012; 18:1251-8. [PMID: 22307385 DOI: 10.1177/1352458511435930] [Citation(s) in RCA: 114] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE The present study aims to determine the clinical counterpart of brain resting-state networks reorganization recently evidenced in early multiple sclerosis. METHODS Thirteen patients with early relapsing-remitting multiple sclerosis and 14 matched healthy controls were included in a resting state functional MRI study performed at 3 T. Data were analyzed using group spatial Independent Component Analysis using concatenation approach (FSL 4.1.3) and double regression analyses (SPM5) to extract local and global levels of connectivity inside various resting state networks (RSNs). Differences in global levels of connectivity of each network between patients and controls were assessed using Mann-Whitney U-test. In patients, relationship between clinical data (Expanded Disability Status Scale and Multiple Sclerosis Functional Composite Score - MSFC) and global RSN connectivity were assessed using Spearman rank correlation. RESULTS Independent component analysis provided eight consistent neuronal networks involved in motor, sensory and cognitive processes. For seven RSNs, the global level of connectivity was significantly increased in patients compared with controls. No significant decrease in RSN connectivity was found in early multiple sclerosis patients. MSFC values were negatively correlated with increased RSN connectivity within the dorsal frontoparietal network (r = -0.811, p = 0.001), the right ventral frontoparietal network (r = - 0.587, p = 0.045) and the prefronto-insular network (r = -0.615, p = 0.033). CONCLUSIONS This study demonstrates that resting state networks reorganization is strongly associated with disability in early multiple sclerosis. These findings suggest that resting state functional MRI may represent a promising surrogate marker of disease burden.
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Affiliation(s)
- Anthony Faivre
- Aix-Marseille Univ, CRMBM, UMR 6612, 13005, Marseille, France
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Fellah S, Callot V, Viout P, Confort-Gouny S, Scavarda D, Dory-Lautrec P, Figarella-Branger D, Cozzone PJ, Girard N. Epileptogenic brain lesions in children: the added-value of combined diffusion imaging and proton MR spectroscopy to the presurgical differential diagnosis. Childs Nerv Syst 2012; 28:273-82. [PMID: 22038149 DOI: 10.1007/s00381-011-1604-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2011] [Accepted: 09/28/2011] [Indexed: 11/27/2022]
Abstract
PURPOSE Focal cortical dysplasia (FCD), dysembryoplastic neuroepithelial tumors (DNTs), and gangliogliomas (GGs) share many clinical features, and the presurgical differential diagnosis of these lesions using conventional magnetic resonance imaging (MRI) is challenging in some cases. The purpose of this work was thus to evaluate the capacity of diffusion-weighted imaging (DWI) and proton magnetic resonance spectroscopy (MRS) to distinguish each lesion from the others. METHODS Seventeen children (mean age 9.0 ± 4.7 years), who had been referred for epilepsy associated with a brain tumor and operated, were selected. Preoperative MRI examinations were performed on a 1.5 T system and included anatomical images [T2-weighted, fluid-attenuated inversion recovery (FLAIR) and T1 pre- and post-injection images] as well as DWI and MRS [echo time (TE) = 30 and 135 ms]. Apparent diffusion coefficient (ADC) values were calculated in the lesion and healthy control. MRS relative quantification consisted in normalizing each metabolite by the sum (S) of all metabolites (S(TE=135 ms) = NAA+Cr+Cho; S(TE=30 ms) = NAA+Cr+Cho+Glx+mI). Univariate and multivariate analyses were performed in order to determine which criteria could differentiate the different epileptogenic brain lesions. RESULTS When taken alone, none of the MRI parameters was able to distinguish each disease from the others. Conventional MRI failed classifying two patients. When adding ADC to the linear discriminant analysis (LDA), one patient was still misclassified. Complete separation of the three groups was possible when combining conventional MRI, diffusion, and MRS either at long or short TE. CONCLUSION This study shows the added-value of multimodal MRI and MRS in the presurgical diagnosis of epileptogenic brain lesions in children.
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Affiliation(s)
- Slim Fellah
- Centre de Résonance Magnétique Biologique et Médicale, Aix-Marseille University/CNRS, Marseille, France.
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Robinet E, Audoin B, Malikova I, Reuter F, Mathey G, Rico A, Zaaraoui W, Confort-Gouny S, Ranjeva J, Pelletier J. Étude de la plasticité cérébrale structurale induite par la rééducation dans la sclérose en plaques. Rev Neurol (Paris) 2012. [DOI: 10.1016/s0035-3787(12)70021-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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31
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Durante L, Zaaraoui W, Rico A, Crespy L, Wybrecht D, Faivre A, Reuter F, Malikova I, Pommier G, Confort-Gouny S, Cozzone PJ, Ranjeva JP, Pelletier J, Boucraut J, Audoin B. Intrathecal synthesis of IgM measured after a first demyelinating event suggestive of multiple sclerosis is associated with subsequent MRI brain lesion accrual. Mult Scler 2011; 18:587-91. [DOI: 10.1177/1352458511424589] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Previous studies have demonstrated that intrathecal synthesis of IgM is observed in multiple sclerosis (MS) and correlates with a worse disease course. These results suggest that IgM participates in the formation of MS lesions. Objective: The aim of the present study was to assess the potential association between the level of intrathecal synthesis of IgM measured after a clinically isolated syndrome (CIS) and the subsequent formation of brain lesions. Methods: Fifty seven patients with a CIS and a high risk developing MS were enrolled in a longitudinal study. Examination of cerebrospinal fluid was performed after the CIS and included measures of intrathecal IgM and IgG synthesis. Patients were assessed with the same 1.5 Tesla magnetic resonance imaging (MRI) system at baseline and after a mean follow-up period of 49 months (range 36–60). Spearman Rank correlation was used to assess the potential correlations between levels of intrathecal immunoglobulin synthesis and MRI data. Results: The level of intrathecal IgM synthesis was correlated with the number of gadolinium-enhancing lesions at baseline ( p = 0.01) and with accrual of brain lesions during the follow-up period ( p = 0.02). By taking into account brain sub-regions, we demonstrated that the level of intrathecal IgM synthesis was only correlated with the increased number of lesions in the periventricular regions ( p = 0.004). The level of intrathecal IgG synthesis was not correlated with any MRI data. Conclusion: The present longitudinal study demonstrates that the level of intrathecal IgM synthesis measured after a CIS is associated with subsequent lesion accrual during the first years of MS. This result emphasizes the involvement of IgM in plaque formation.
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Affiliation(s)
- Laurence Durante
- Pôle de Neurosciences cliniques, Service de Neurologie, Assistance publique Hôpitaux de Marseille, Marseille, France
| | - Wafaa Zaaraoui
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Audrey Rico
- Pôle de Neurosciences cliniques, Service de Neurologie, Assistance publique Hôpitaux de Marseille, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Lydie Crespy
- Pôle de Neurosciences cliniques, Service de Neurologie, Assistance publique Hôpitaux de Marseille, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Delphine Wybrecht
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Anthony Faivre
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Françoise Reuter
- Pôle de Neurosciences cliniques, Service de Neurologie, Assistance publique Hôpitaux de Marseille, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Irina Malikova
- Pôle de Neurosciences cliniques, Service de Neurologie, Assistance publique Hôpitaux de Marseille, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Gilbert Pommier
- CRN2M, Université de la Méditerranée, Université Paul Cézanne, Faculté de Médecine, Marseille, France
| | - Sylviane Confort-Gouny
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Patrick J Cozzone
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Jean-Philippe Ranjeva
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Jean Pelletier
- Pôle de Neurosciences cliniques, Service de Neurologie, Assistance publique Hôpitaux de Marseille, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Jose Boucraut
- CRN2M, Université de la Méditerranée, Université Paul Cézanne, Faculté de Médecine, Marseille, France
| | - Bertrand Audoin
- Pôle de Neurosciences cliniques, Service de Neurologie, Assistance publique Hôpitaux de Marseille, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Faculté de Médecine, Université de la Méditerranée, Marseille, France
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Crespy L, Zaaraoui W, Lemaire M, Rico A, Faivre A, Reuter F, Malikova I, Confort-Gouny S, Cozzone PJ, Pelletier J, Ranjeva JP, Audoin B. Prevalence of grey matter pathology in early multiple sclerosis assessed by magnetization transfer ratio imaging. PLoS One 2011; 6:e24969. [PMID: 21949813 PMCID: PMC3174243 DOI: 10.1371/journal.pone.0024969] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2011] [Accepted: 08/25/2011] [Indexed: 12/25/2022] Open
Abstract
The aim of the study was to assess the prevalence, the distribution and the impact on disability of grey matter (GM) pathology in early multiple sclerosis. Eighty-eight patients with a clinically isolated syndrome with a high risk developing multiple sclerosis were included in the study. Forty-four healthy controls constituted the normative population. An optimized statistical mapping analysis was performed to compare each subject's GM Magnetization Transfer Ratio (MTR) imaging maps with those of the whole group of controls. The statistical threshold of significant GM MTR decrease was determined as the maximum p value (p<0.05 FDR) for which no significant cluster survived when comparing each control to the whole control population. Using this threshold, 51% of patients showed GM abnormalities compared to controls. Locally, 37% of patients presented abnormalities inside the limbic cortex, 34% in the temporal cortex, 32% in the deep grey matter, 30% in the cerebellum, 30% in the frontal cortex, 26% in the occipital cortex and 19% in the parietal cortex. Stepwise regression analysis evidenced significant association (p = 0.002) between EDSS and both GM pathology (p = 0.028) and T2 white matter lesions load (p = 0.019). In the present study, we evidenced that individual analysis of GM MTR map allowed demonstrating that GM pathology is highly heterogeneous across patients at the early stage of MS and partly underlies irreversible disability.
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Affiliation(s)
- Lydie Crespy
- Pôle de Neurosciences Cliniques, Service de Neurologie, Assistance Publique Hôpitaux de Marseille, CHU Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Wafaa Zaaraoui
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Mathias Lemaire
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Audrey Rico
- Pôle de Neurosciences Cliniques, Service de Neurologie, Assistance Publique Hôpitaux de Marseille, CHU Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Anthony Faivre
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Françoise Reuter
- Pôle de Neurosciences Cliniques, Service de Neurologie, Assistance Publique Hôpitaux de Marseille, CHU Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Irina Malikova
- Pôle de Neurosciences Cliniques, Service de Neurologie, Assistance Publique Hôpitaux de Marseille, CHU Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Sylviane Confort-Gouny
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Patrick J. Cozzone
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Jean Pelletier
- Pôle de Neurosciences Cliniques, Service de Neurologie, Assistance Publique Hôpitaux de Marseille, CHU Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Jean-Philippe Ranjeva
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
| | - Bertrand Audoin
- Pôle de Neurosciences Cliniques, Service de Neurologie, Assistance Publique Hôpitaux de Marseille, CHU Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM) UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Aix-Marseille II, Marseille, France
- * E-mail:
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Viola A, Confort-Gouny S, Schneider JF, Le Fur Y, Viout P, Chapon F, Pineau S, Cozzone PJ, Girard N. Is brain maturation comparable in fetuses and premature neonates at term equivalent age? AJNR Am J Neuroradiol 2011; 32:1451-8. [PMID: 21757528 DOI: 10.3174/ajnr.a2555] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Improved knowledge of brain maturation in fetuses and premature neonates is crucial for the early detection of pathologies and would help determine whether MR data from the premature brain might be used to evaluate fetal maturation. Using diffusion-weighted MR imaging and (1)H-MR spectroscopy, we compared cerebral microstructure and metabolism in normal in utero fetuses imaged near term and premature neonates imaged at term equivalent. MATERIALS AND METHODS Forty-eight subjects were investigated: 24 in utero fetuses (mean gestational age, 37 ± 1 weeks) and 24 premature neonates (mean postconceptional age, 37 ± 1 weeks). ADC values were measured in cerebellum, pons, white matter, brain stem, basal ganglia, and thalamus. MR spectroscopy was performed in deep white matter. RESULTS Mean ADC values from fetuses and premature neonates were comparable except for the pons and the parietal white matter. ADC values were lower in the pons of premature neonates, whereas greater values were found in their parietal white matter compared with fetuses. Proton MR spectroscopy showed higher levels of NAA/H(2)O, Glx/H(2)O, tCr/H(2)O, and mIns/H(2)O in premature neonates compared with fetuses. CONCLUSIONS Our study provides evidence of subtle anomalies in the parietal white matter of healthy premature neonates. In addition, the reduced ADC values in the pons together with the increased levels of NAA/H(2)O, tCr/H(2)O, and Glx/H(2)O in the centrum semiovale suggest a more advanced maturation in some white matter regions. Our results indicate that MR data from the premature brain are not appropriate for the assessment of the fetal brain maturation.
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Affiliation(s)
- A Viola
- Centre de Résonance Magnétique Biologique et Médicale Unité Mixte de Recherche-Centre National de la Recherche Scientifique, Faculté de Médecine, Université de la Méditerranée, Marseille, France
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Gour N, Ranjeva JP, Ceccaldi M, Confort-Gouny S, Barbeau E, Soulier E, Guye M, Didic M, Felician O. Basal functional connectivity within the anterior temporal network is associated with performance on declarative memory tasks. Neuroimage 2011; 58:687-97. [PMID: 21722740 DOI: 10.1016/j.neuroimage.2011.05.090] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2011] [Revised: 04/27/2011] [Accepted: 05/19/2011] [Indexed: 12/20/2022] Open
Abstract
Spontaneous fluctuations in the blood oxygenation level-dependent (BOLD) signal, as measured by functional magnetic resonance imaging (fMRI) at rest, exhibit a temporally coherent activity thought to reflect functionally relevant networks. Antero-mesial temporal structures are the site of early pathological changes in Alzheimer's disease and have been shown to be critical for declarative memory. Our study aimed at exploring the functional impact of basal connectivity of an anterior temporal network (ATN) on declarative memory. A heterogeneous group of subjects with varying performance on tasks assessing memory was therefore selected, including healthy subjects and patients with isolated memory complaint, amnestic Mild Cognitive Impairment (aMCI) and mild Alzheimer's disease (AD). Using Independent Component Analysis on resting-state fMRI, we extracted a relevant anterior temporal network (ATN) composed of the perirhinal and entorhinal cortex, the hippocampal head, the amygdala and the lateral temporal cortex extending to the temporal pole. A default mode network and an executive-control network were also selected to serve as control networks. We first compared basal functional connectivity of the ATN between patients and control subjects. Relative to controls, patients exhibited significantly increased functional connectivity in the ATN during rest. Specifically, voxel-based analysis revealed an increase within the inferior and superior temporal gyrus and the uncus. In the patient group, positive correlations between averaged connectivity values of ATN and performance on anterograde and retrograde object-based memory tasks were observed, while no correlation was found with other evaluated cognitive measures. These correlations were specific to the ATN, as no correlation between performance on memory tasks and the other selected networks was found. Taken together, these findings provide evidence that basal connectivity inside the ATN network has a functional role in object-related, context-free memory. They also suggest that increased connectivity at rest within the ATN could reflect compensatory mechanisms that occur in response to early pathological insult.
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Affiliation(s)
- Natalina Gour
- Laboratoire Epilepsies et Cognition, INSERM U751, Marseille, France; Centre de Résonance Magnétique Biologique et Médicale (CRMBM), UMR CNRS 6612, Marseille, France.
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Zaaraoui W, Crespy L, Rico A, Faivre A, Soulier E, Confort-Gouny S, Cozzone PJ, Pelletier J, Ranjeva JP, Kaphan E, Audoin B. In vivo quantification of brain injury in adult Niemann-Pick Disease Type C. Mol Genet Metab 2011; 103:138-41. [PMID: 21397539 DOI: 10.1016/j.ymgme.2011.02.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2011] [Accepted: 02/17/2011] [Indexed: 11/20/2022]
Abstract
Development of surrogate markers is necessary to assess the potential efficacy of new therapeutics in Niemann-Pick Disease Type C (NP-C). In the present study, magnetization transfer ratio (MTR) imaging, a quantitative MRI imaging technique sensitive to subtle brain microstructural changes, was applied in two patients suffering from adult NP-C. Statistical mapping analysis was performed to compare each patient's MTR maps with those of a group of 34 healthy controls to quantify and localize the extent of brain injury of each patient. Using this method, pathological changes were evidenced in the cerebellum, the thalami and the lenticular nuclei in both patients and also in the fronto-temporal cortices in the patient with the worse functional deficit. In addition, white matter changes were located in the midbrain, the cerebellum and the fronto-temporal lobes in the patient with the higher level of disability and in only one limited periventricular white matter region in the other patient. A 6-month follow-up was performed in the patient with the lower functional deficit and evidenced significant extension of grey matter (GM) and white matter (WM) injuries during the following period (14% of increased injury for GM and 53% for WM). This study demonstrates that significant brain injury related to clinical deficit can be assessed in vivo in adult NP-C using MTR imaging. Although preliminary, these findings suggest that MTR imaging may be a relevant candidate for the development of biomarker in NP-C.
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Affiliation(s)
- Wafaa Zaaraoui
- Centre de Résonance Magnétique Biologique et Médicale UMR CNRS 6612, Faculté de Médecine, Université de Méditerranée, Aix-Marseille II, Marseille, France
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Didic M, Ranjeva JP, Barbeau E, Confort-Gouny S, Fur YL, Felician O, Mancini J, Poncet M, Ceccaldi M, Cozzone P. Impaired visual recognition memory in amnestic mild cognitive impairment is associated with mesiotemporal metabolic changes on magnetic resonance spectroscopic imaging. J Alzheimers Dis 2011; 22:1269-79. [PMID: 20930281 DOI: 10.3233/jad-2010-101257] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
In the early stages of Alzheimer's disease (AD), neurofibrillary tangles develop in the mesial temporal lobe (MTL), first in the anterior subhippocampal (perirhinal/entorhinal) cortex and then in the hippocampal formation. This region plays a key role in visualrecognition memory (VRM). VRM has been reported to be impaired in patients with amnestic mild cognitive impairment (aMCI). The aim of the present study was to determine if an impairment of VRM is associated with metabolic changes in the MTL using magnetic resonance spectroscopic imaging and if evaluating VRM can contribute to the early diagnosis of AD. 28 patients with aMCI and 28 controls underwent a full neuropsychological assessment including an evaluation of VRM using the DMS48. NAA/mIno ratios, reduced in patients with AD and associated with the severity of pathological changes, were determined in the MTL. aMCI-patients were further divided into two subgroups according to their VRM performance. aMCI-patients showed decreased NAA/mIno levels in the right hippocampus compared with controls. aMCI-patients with impaired VRM showed decreased NAA/mIno ratios in the MTL bilaterally, including a region that sampled the left anterior subhippocampal cortex, compared to controls. No changes were found in aMCI patients with normal VRM. Performance on the DMS48 correlated with NAA/mIno levels in the anterior MTL. Clinical 6-year follow-up data (available for 78.6% of the aMCI-patients) indicates that impaired performance on the DMS48 could predict conversion to AD with a sensitivity and specificity of 81.8%. These findings provide further evidence that impaired VRM, as a hallmark of MTL dysfunction, may contribute to the early diagnosis of AD.
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Affiliation(s)
- Mira Didic
- Service de Neurologie et de Neuropsychologie, Pôle de neurosciences cliniques, Assistance Publique des Hôpitaux de Marseille, Hôpitaux de la Timone, CMRR PACA Ouest & INSERM U751, Faculté de Médecine, Université de la Méditerranée, Marseille, France.
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Guedj E, Bettus G, Barbeau EJ, Liégeois-Chauvel C, Confort-Gouny S, Bartolomei F, Chauvel P, Cozzone PJ, Ranjeva JP, Guye M. Hyperactivation of parahippocampal region and fusiform gyrus associated with successful encoding in medial temporal lobe epilepsy. Epilepsia 2011; 52:1100-9. [PMID: 21480879 DOI: 10.1111/j.1528-1167.2011.03052.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
PURPOSE Performance in recognition memory differs among patients with medial temporal lobe epilepsy (MTLE). We aimed to determine if distinct recognition performances (normal vs. impaired) could be related to distinct patterns of brain activation during encoding. METHODS Event-related functional magnetic resonance imaging (fMRI) activation profiles were obtained during successful encoding of non-material-specific items, in 14 MTLE patients tested for recognition of stimuli afterward. Findings were compared to those of 25 healthy subjects, and voxel-based correlations were assessed between brain activation and performance. KEY FINDINGS Patients with left and right MTLE showed similar activations and similar performances. As a whole, the group of patients demonstrated altered recognition scores, but three of the seven patients with left MTLE and three of the seven patients with right MTLE exhibited normal performance relative to controls. In comparison to healthy subjects and patients with impaired recognition, patients with normal recognition showed weaker activations in left opercular cortex, but stronger activations in bilateral parahippocampal region/fusiform gyrus (PH/FG). By contrast, patients with impaired performance showed weaker activations in bilateral PH/FG, but stronger activations in a frontal/cingulate and parietal network. Recognition performance was correlated positively to bilateral PH/FG activations, and negatively correlated to bilateral frontal/cingulate activations, in the whole group of patients, as well as in subgroups of patients with either left or right MTLE. SIGNIFICANCE These results suggest occurrence of effective functional compensation within bilateral PH/FG in MTLE, allowing patients to maintain recognition capability. In contrast, impairment of this perceptive-memory system may lead to alternative activation of an inefficient nonspecific attentional network in patients with altered performance.
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Affiliation(s)
- Eric Guedj
- Center for Magnetic Resonance in Biomedicine (CRMBM), UMR CNRS 6612, Marseille, France
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Reuter F, Zaaraoui W, Crespy L, Faivre A, Rico A, Malikova I, Confort-Gouny S, Cozzone PJ, Ranjeva JP, Pelletier J, Audoin B. Cognitive impairment at the onset of multiple sclerosis: relationship to lesion location. Mult Scler 2011; 17:755-8. [DOI: 10.1177/1352458511398265] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The impact of lesion location on cognitive functioning was assessed in a group of 97 patients with a clinically isolated syndrome. Using the Brief Repeatable Battery, we evidenced that 24% of patients showed at least one abnormal test, 20% at least two and 15% at least three. Verbal learning performances were inversely associated with presence of lesions in Broca’s area, in the right frontal lobe and in the splenium while spatial learning performances were inversely correlated to the presence of lesions in the deep white matter. No associations were evidenced between lesion location and performance of tasks exploring attention and executive functions.
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Affiliation(s)
- Françoise Reuter
- Pôle de Neurosciences Cliniques, Centre Hospitalier Universitaire Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Wafaa Zaaraoui
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Lydie Crespy
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Anthony Faivre
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Audrey Rico
- Pôle de Neurosciences Cliniques, Centre Hospitalier Universitaire Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Irina Malikova
- Pôle de Neurosciences Cliniques, Centre Hospitalier Universitaire Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Sylviane Confort-Gouny
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Patrick J Cozzone
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Jean-Philippe Ranjeva
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Jean Pelletier
- Pôle de Neurosciences Cliniques, Centre Hospitalier Universitaire Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - Bertrand Audoin
- Pôle de Neurosciences Cliniques, Centre Hospitalier Universitaire Timone, Marseille, France
- Centre de Résonance Magnétique Biologique et Médicale, Faculté de Médecine, Université de la Méditerranée, Marseille, France
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Rico A, Zaaraoui W, Franques J, Attarian S, Reuter F, Malikova I, Confort-Gouny S, Soulier E, Pouget J, Cozzone PJ, Pelletier J, Ranjeva JP, Audoin B. Motor cortical reorganization is present after a single attack of multiple sclerosis devoid of cortico-spinal dysfunction. MAGMA 2010; 24:77-84. [PMID: 21165670 DOI: 10.1007/s10334-010-0232-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2010] [Revised: 10/21/2010] [Accepted: 10/26/2010] [Indexed: 12/11/2022]
Abstract
OBJECT While occurrence of motor cortical reorganization has been clearly demonstrated in patients with multiple sclerosis (MS), it is not yet clear whether this cortical reorganization constitutes a response to cortico-spinal lesions or to more diffuse damage affecting the neuronal network involved in motor act preparation, or both. We proposed to investigate the changes in the activation pattern during a simple motor task devoid of cortico-spinal dysfunction occurring in patients with clinically isolated syndrome (CIS) suggestive of MS. MATERIALS AND METHODS Among 15 right-handed CIS patients, we selected eight patients with a preserved central motor pathway established by motor evoked potentials. Ten healthy right-handed gender- and age-matched volunteers were also included. After morphological MRI, subjects performed calibrated conjugated finger flexion and extension movements during fMRI acquisition. RESULTS In CIS patients, simple movements of the non-dominant hand induced recruitment of the anterior cingulate cortex (BA32) usually involved in complex motor movements. This reorganization was correlated with the diffuse brain tissue damage (brain T₂ lesion load). CONCLUSION These results suggest that at least part of the cortical reorganization observed during very simple tasks in the earliest stage of MS occurs whether or not the efferent pathways are intact.
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Affiliation(s)
- Audrey Rico
- Centre de Résonance Magnétique Biologique et Médicale UMR CNRS 6612 Facultéde Médecine, Université de la Méditerranée, Marseille, France.
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Zaaraoui W, Reuter F, Rico A, Faivre A, Crespy L, Malikova I, Soulier E, Viout P, Fur Y, Confort-Gouny S, Cozzone PJ, Pelletier J, Ranjeva JP, Audoin B. Occurrence of neuronal dysfunction during the first 5 years of multiple sclerosis is associated with cognitive deterioration. J Neurol 2010; 258:811-9. [DOI: 10.1007/s00415-010-5845-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2010] [Revised: 11/16/2010] [Accepted: 11/18/2010] [Indexed: 12/12/2022]
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Bettus G, Bartolomei F, Confort-Gouny S, Guedj E, Chauvel P, Cozzone PJ, Ranjeva JP, Guye M. Role of resting state functional connectivity MRI in presurgical investigation of mesial temporal lobe epilepsy. J Neurol Neurosurg Psychiatry 2010; 81:1147-54. [PMID: 20547611 DOI: 10.1136/jnnp.2009.191460] [Citation(s) in RCA: 141] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVE The authors aimed to determine the ability of resting-state functional connectivity MRI (fcMRI) to lateralise/localise the epileptogenic zone in patients presenting with mesial temporal lobe epilepsy (MTLE) at the individual level. METHODS Basal functional connectivity (BFC) was evaluated in each hemisphere of 22 MTLE patients. 200 volumes were acquired using a single-shot GE-EPI sequence during a resting period of 10 min at 1.5 T. The signal time-course was extracted from 10 regions of interest (ROIs), five ROIs in each hemisphere, usually involved in epileptogenic networks of MTLE. Normalised correlation coefficients between pairs of ROIs signal time-courses were computed to reflect BFC. Based on normative BFC values obtained from 36 controls, the number of BFC decreases and increases were determined in each hemisphere for each patient. RESULTS BFC decreases were found bilaterally, although the number of decreased links was significantly higher in the epileptogenic side (p=0.025). Conversely, BFC increases were found almost exclusively in the contralateral lobe leading to a strong test effect for locating the non-epileptic lobe with a sensitivity of 64% and a specificity of 91% (p<0.001). The most frequently disconnected areas were the entorhinal cortex and the anterior hippocampus in the epileptic lobe, while contralateral BFC increases involved preferentially hippocampus and amygdala. CONCLUSIONS This study demonstrates that the presence of BFC increases in the non-epileptic side was paradoxically the most specific marker of epileptogenic zone localisation, and suggests that a single resting-state fcMRI could be useful in the presurgical assessment of MTLE at an individual level.
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Affiliation(s)
- Gaelle Bettus
- Centre de Résonance Magnétique Biologique et Médicale (CRMBM), Marseille, France
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Jure L, Zaaraoui W, Rousseau C, Reuter F, Rico A, Malikova I, Confort-Gouny S, Cozzone PJ, Pelletier J, Ranjeva JP, Audoin B. Individual voxel-based analysis of brain magnetization transfer maps shows great variability of gray matter injury in the first stage of multiple sclerosis. J Magn Reson Imaging 2010; 32:424-8. [DOI: 10.1002/jmri.22265] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
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Audoin B, Zaaraoui W, Reuter F, Rico A, Malikova I, Confort-Gouny S, Cozzone PJ, Pelletier J, Ranjeva JP. Atrophy mainly affects the limbic system and the deep grey matter at the first stage of multiple sclerosis. J Neurol Neurosurg Psychiatry 2010; 81:690-5. [PMID: 20392976 DOI: 10.1136/jnnp.2009.188748] [Citation(s) in RCA: 128] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND The existence of grey matter (GM) atrophy right after the first clinical event suggestive of multiple sclerosis (MS) remains controversial. The aim of this study was therefore to establish whether regional GM atrophy is already present in the earliest stage of MS assessing regional GM atrophy in a large group of patients. METHODS Sixty-two patients with a clinically isolated syndrome (CIS) were examined on a 1.5 T MR imager within 6 months after their first clinical events. A group of 37 matched healthy control subjects were also included in the study. An optimised voxel-based morphometry (VBM) method customised for MS was applied on volumetric T(1)-weighted images. The functional status of patients was assessed using the Expanded Disability Status Scale (EDSS) and the Brief Repeatable Battery. RESULTS VBM analysis (p<0.005, familywise error corrected) on patients versus control subjects showed the presence of significant focal GM atrophy in patients involving the bilateral insula, the bilateral orbitofrontal cortices, the bilateral internal and inferior temporal regions, the posterior cingulate cortex, the bilateral thalami, the bilateral caudate nuclei, the bilateral lenticular nuclei and the bilateral cerebellum. EDSS was slightly correlated (rho=-0.37 p=0.0027) with the atrophy of the right cerebellum. No correlations have been evidenced between the cognitive status of patients and the regional GM atrophy. CONCLUSION The present study performed on a large group of CIS patients demonstrated that regional GM atrophy is present right after the first clinical event of multiple sclerosis and mainly affects the deep GM and the limbic system.
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Affiliation(s)
- Bertrand Audoin
- Centre de Résonance Magnétique Biologique et Médicale, UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France.
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Rousseau MC, Confort-Gouny S, Catala A, Graperon J, Blaya J, Soulier E, Viout P, Galanaud D, Fur YL, Cozzone PJ, Ranjeva JP. A MRS-MRI-fMRI exploration of the brain. Impact of long-lasting persistent vegetative state. Brain Inj 2009; 22:123-34. [DOI: 10.1080/02699050801895415] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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Bettus G, Guedj E, Joyeux F, Confort-Gouny S, Soulier E, Laguitton V, Cozzone PJ, Chauvel P, Ranjeva JP, Bartolomei F, Guye M. Decreased basal fMRI functional connectivity in epileptogenic networks and contralateral compensatory mechanisms. Hum Brain Mapp 2009; 30:1580-91. [PMID: 18661506 DOI: 10.1002/hbm.20625] [Citation(s) in RCA: 278] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
A better understanding of interstructure relationship sustaining drug-resistant epileptogenic networks is crucial for surgical perspective and to better understand the consequences of epileptic processes on cognitive functions. We used resting-state fMRI to study basal functional connectivity within temporal lobes in medial temporal lobe epilepsy (MTLE) during interictal period. Two hundred consecutive single-shot GE-EPI acquisitions were acquired in 37 right-handed subjects (26 controls, eight patients presenting with left and three patients with right MTLE). For each hemisphere, normalized correlation coefficients were computed between pairs of time-course signals extracted from five regions involved in MTLE epileptogenic networks (Brodmann area 38, amygdala, entorhinal cortex (EC), anterior hippocampus (AntHip), and posterior hippocampus (PostHip)). In controls, an asymmetry was present with a global higher connectivity in the left temporal lobe. Relative to controls, the left MTLE group showed disruption of the left EC-AntHip link, and a trend of decreased connectivity of the left AntHip-PostHip link. In contrast, a trend of increased connectivity of the right AntHip-PostHip link was observed and was positively correlated to memory performance. At the individual level, seven out of the eight left MTLE patients showed decreased or disrupted functional connectivity. In this group, four patients with left TLE showed increased basal functional connectivity restricted to the right temporal lobe spared by seizures onset. A reverse pattern was observed at the individual level for patients with right TLE. This is the first demonstration of decreased basal functional connectivity within epileptogenic networks with concomitant contralateral increased connectivity possibly reflecting compensatory mechanisms.
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Affiliation(s)
- Gaelle Bettus
- Centre de Résonance Magnétique Biologique et Médicale, UMR CNRS 6612, Faculté de Médecine, 27 Boulevard Jean Moulin, Marseille, France
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Reuter F, Liégeois-Chauvel C, Marquis P, Del Cul A, Malikova I, Confort-Gouny S, Zaaraoui W, Cozzone J, Pelletier J, Dehaene S, Ranjeva J, Audoin B. Electrophysiological correlates of access to consciousness in early multiple sclerosis patients. Neuroimage 2009. [DOI: 10.1016/s1053-8119(09)70032-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Combaz X, Girard N, Scavarda D, Chapon F, Pineau S, Levrier O, Viout P, Confort-Gouny S. Imagerie des tumeurs cérébrales de l’enfant. J Neuroradiol 2008; 35:261-7. [DOI: 10.1016/j.neurad.2008.03.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2007] [Accepted: 03/05/2008] [Indexed: 10/22/2022]
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Penet MF, Kober F, Confort-Gouny S, Le Fur Y, Dalmasso C, Coltel N, Liprandi A, Gulian JM, Grau GE, Cozzone PJ, Viola A. Plasmodium berghei ANKA infection causes brain damage in mice resistant to cerebral malaria. BMC Proc 2008. [DOI: 10.1186/1753-6561-2-s1-p55] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Audoin B, Reuter F, Duong MVA, Malikova I, Confort-Gouny S, Cherif AA, Cozzone PJ, Pelletier J, Ranjeva JP. Efficiency of cognitive control recruitment in the very early stage of multiple sclerosis: a one-year fMRI follow-up study. Mult Scler 2008; 14:786-92. [DOI: 10.1177/1352458508089360] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Functional magnetic resonance imaging (FMRI) studies have established that patients with multiple sclerosis show stronger activation in the lateral prefrontal cortices (LPFC) than healthy control subjects during effortful cognitive tasks. The aim of the present study was to assess the impact of these activation changes on cognitive performances. In addition to 19 controls, who were tested at a single time-point to define a standard pattern of fMRI activation during the performance of the Paced Auditory Serial Addition Task (PASAT), 13 patients with clinically isolated syndrome underwent a longitudinal fMRI examination while performing the PASAT at the beginning of the study (M0) and one year later (M12). Relative to the M0 scores, PASAT performances improved in eight patients (group A) and either decreased ( n = 4) or remained unchanged ( n = 1) (group B) in five patients at M12. Random effect analyses (SPM2; Wellcome Institute, London, England) were performed to compare intra-group time-related effects on brain activation (paired t-test between M0 and M12), and inter-group differences were also compared between the two groups of patients (analysis of covariance with PASAT performances as the covariate). Relative to group B, group A showed larger increase in activation between M0 and M12 in the right LPFC. In the whole group of patients, interaction analyses showed that the differences in the PASAT scores between M0 and M12 were correlated with the differences in activation observed in the right LPFC. This longitudinal study shows that in patients with early multiple sclerosis, the increased levels of activation in the right LPFC was associated with improved individual working memory and processing speed performances.
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Affiliation(s)
- B Audoin
- Centre de Résonance Magnétique Biologique et Médicale, CRMBM UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France; Pôle de Neurosciences cliniques, Service de Neurologie, CHU Timone, Marseille, France,
| | - F Reuter
- Centre de Résonance Magnétique Biologique et Médicale, CRMBM UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - MVA Duong
- Centre de Résonance Magnétique Biologique et Médicale, CRMBM UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - I Malikova
- Centre de Résonance Magnétique Biologique et Médicale, CRMBM UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France; Pôle de Neurosciences cliniques, Service de Neurologie, CHU Timone, Marseille, France
| | - S Confort-Gouny
- Centre de Résonance Magnétique Biologique et Médicale, CRMBM UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - AA Cherif
- Pôle de Neurosciences cliniques, Service de Neurologie, CHU Timone, Marseille, France
| | - PJ Cozzone
- Centre de Résonance Magnétique Biologique et Médicale, CRMBM UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France
| | - J Pelletier
- Centre de Résonance Magnétique Biologique et Médicale, CRMBM UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France; Pôle de Neurosciences cliniques, Service de Neurologie, CHU Timone, Marseille, France
| | - JP Ranjeva
- Centre de Résonance Magnétique Biologique et Médicale, CRMBM UMR CNRS 6612, Faculté de Médecine, Université de la Méditerranée, Marseille, France
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Schneider JF, Confort-Gouny S, Viola A, Le Fur Y, Viout P, Bennathan M, Chapon F, Figarella-Branger D, Cozzone P, Girard N. Multiparametric differentiation of posterior fossa tumors in children using diffusion-weighted imaging and short echo-time 1H-MR spectroscopy. J Magn Reson Imaging 2008; 26:1390-8. [PMID: 17968955 DOI: 10.1002/jmri.21185] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
PURPOSE To assess the combined value of diffusion-weighted imaging (DWI) and proton magnetic resonance spectroscopy (1H-MRS) in differentiating medulloblastoma, ependymoma, pilocytic astrocytoma, and infiltrating glioma in a pediatric population. MATERIALS AND METHODS A total of 17 children with untreated posterior fossa tumors (seven medulloblastoma, four infiltrating glioma, two ependymoma, and four pilocytic astrocytoma), were investigated with conventional MRI, DWI, and MRS using a single-voxel technique. Within the nonnecrotic tumor core, apparent diffusion coefficient (ADC) values using a standardized region of interest (ROI) were retrieved. Quantification of water signal and analysis of metabolite signals from MRS measurements in the same tumorous area were reviewed using multivariant linear discriminant analysis. RESULTS Combination of ADC values and metabolites, which were normalized using water as an internal standard, allowed discrimination between the four tumor groups with a likelihood below 1 x 10(-9). Positive predictive value was 1 in all cases. Tumors could not be discriminated when using metabolite ratios or ADC values alone, nor could they be differentiated using creatine (Cr) as an internal reference even in combination with ADC values. CONCLUSION Linear discriminant analysis using DWI and MRS using water as internal reference, fully discriminates the four most frequent posterior fossa tumors in children.
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Affiliation(s)
- J F Schneider
- Department of Pediatric Radiology, University Children's Hospital Universitäts Kinderspital beider Basel, Basel, Switzerland.
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