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Valero-Cabré A, Sanches C, Godard J, Fracchia O, Dubois B, Levy R, Truong DQ, Bikson M, Teichmann M. Language boosting by transcranial stimulation in progressive supranuclear palsy. Neurology 2019; 93:e537-e547. [PMID: 31270217 DOI: 10.1212/wnl.0000000000007893] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 03/22/2019] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVE To explore whether transcranial direct current stimulation (tDCS) over the dorsolateral prefrontal cortex (DLPFC) can improve language capacities in patients with progressive supranuclear palsy (PSP). METHODS We used a sham-controlled double-blind crossover design to assess the efficiency of tDCS over the DLPFC in a cohort of 12 patients with PSP. In 3 separate sessions, we evaluated the ability to boost the left DLPFC via left-anodal (excitatory) and right-cathodal (inhibitory) tDCS, while comparing them to sham tDCS. Tasks assessing lexical access (letter fluency task) and semantic access (category judgment task) were applied immediately before and after the tDCS sessions to provide a marker of potential language modulation. RESULTS The comparison with healthy controls showed that patients with PSP were impaired on both tasks at baseline. Contrasting poststimulation vs prestimulation performance across tDCS conditions revealed language improvement in the category judgment task following right-cathodal tDCS, and in the letter fluency task following left-anodal tDCS. A computational finite element model of current distribution corroborated the intended effect of left-anodal and right-cathodal tDCS on the targeted DLPFC. CONCLUSIONS Our results demonstrate tDCS-driven language improvement in PSP. They provide proof-of-concept for the use of tDCS in PSP and set the stage for future multiday stimulation regimens, which might lead to longer-lasting therapeutic effects promoted by neuroplasticity. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that for patients with PSP, tDCS over the DLPFC improves performance in some language tasks.
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Affiliation(s)
- Antoni Valero-Cabré
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY.
| | - Clara Sanches
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY
| | - Juliette Godard
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY
| | - Oriane Fracchia
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY
| | - Bruno Dubois
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY
| | - Richard Levy
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY
| | - Dennis Q Truong
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY
| | - Marom Bikson
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY
| | - Marc Teichmann
- From Groupe de Dynamiques Cérébrales, Plasticité et Rééducation (A.V.-C., C.S., J.G., O.F.) and Frontlab Team (A.V.-C., C.S., J.G., O.F., B.D., R.L., M.T.), Institut du Cerveau et de la Moelle Epinière (ICM), INSERM 1127, CNRS, UMR 7225 and Sorbonne Université (SO), Paris, France; Laboratory for Cerebral Dynamics Plasticity and Rehabilitation (A.V.-C.), Boston University School of Medicine, MA; Cognitive Neuroscience and Information Technology Research Program (A.V.-C.), Open University of Catalonia (UOC), Barcelona, Spain; Department of Neurology (B.D., R.L., M.T.), National Reference Center for "PPA and Rare Dementias," Pitié Salpêtrière Hospital, AP-HP, Paris, France; and Neural Engineering Laboratory, Department of Biomedical Engineering (D.Q.T., M.B.), the City College of City University of New York, NY.
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Pan P, Liu Y, Zhang Y, Zhao H, Ye X, Xu Y. Brain gray matter abnormalities in progressive supranuclear palsy revisited. Oncotarget 2017; 8:80941-80955. [PMID: 29113357 PMCID: PMC5655252 DOI: 10.18632/oncotarget.20895] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Accepted: 08/26/2017] [Indexed: 12/11/2022] Open
Abstract
Whole-brain voxel-based morphometry (VBM) studies of progressive supranuclear palsy (PSP) have demonstrated heterogeneous findings regarding gray matter (GM) abnormalities. Here, we used Seed-based d Mapping, a coordinate-based meta-analytic approach to identify consistent regions of GM anomalies across studies of PSP. Totally, 18 original VBM studies, comprising 284 patients with PSP and 367 healthy controls were included. As compared to healthy controls, patients with PSP demonstrated significant GM reductions in both cortical and subcortical regions, including the frontal motor cortices, medial (including anterior cingulate cortex) and lateral frontal cortices, insula, superior temporal gyrus, striatum (putamen and caudate nucleus), thalamus, midbrain, and anterior cerebellum. Our study further suggests that many confounding factors, such as age, male ratio, motor severity, cognitive impairment severity, and illness duration of PSP patients, and scanner field-strength, could contribute to the heterogeneity of GM alterations in PSP across studies. Our comprehensive meta-analysis demonstrates a specific neuroanatomical pattern of GM atrophy in PSP with the involvement of the cortical-subcortical circuitries that mediate vertical supranuclear gaze palsy, motor disabilities (postural instability with falls and parkinsonism), and cognitive-behavioral disturbances. Confounding factors merit attention in future studies.
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Affiliation(s)
- PingLei Pan
- Department of Neurology, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, PR China
- Department of Neurology, Affiliated Yancheng Hospital, School of Medicine, Southeast University, Yancheng, PR China
| | - Yi Liu
- Department of Neurology, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, PR China
- The State Key Laboratory of Pharmaceutical Biotechnology, Nanjing University, Nanjing, PR China
- Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, PR China
- Jiangsu Province Stroke Center for Diagnosis and Therapy, Nanjing, PR China
- Nanjing Neuropsychiatry Clinic Medical Center, Nanjing, PR China
| | - Yang Zhang
- Department of Neurology, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, PR China
- The State Key Laboratory of Pharmaceutical Biotechnology, Nanjing University, Nanjing, PR China
- Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, PR China
- Jiangsu Province Stroke Center for Diagnosis and Therapy, Nanjing, PR China
- Nanjing Neuropsychiatry Clinic Medical Center, Nanjing, PR China
| | - Hui Zhao
- Department of Neurology, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, PR China
- The State Key Laboratory of Pharmaceutical Biotechnology, Nanjing University, Nanjing, PR China
- Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, PR China
- Jiangsu Province Stroke Center for Diagnosis and Therapy, Nanjing, PR China
- Nanjing Neuropsychiatry Clinic Medical Center, Nanjing, PR China
| | - Xing Ye
- Department of Neurology, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, PR China
- The State Key Laboratory of Pharmaceutical Biotechnology, Nanjing University, Nanjing, PR China
- Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, PR China
- Jiangsu Province Stroke Center for Diagnosis and Therapy, Nanjing, PR China
- Nanjing Neuropsychiatry Clinic Medical Center, Nanjing, PR China
| | - Yun Xu
- Department of Neurology, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, PR China
- The State Key Laboratory of Pharmaceutical Biotechnology, Nanjing University, Nanjing, PR China
- Jiangsu Key Laboratory for Molecular Medicine, Nanjing University Medical School, Nanjing, PR China
- Jiangsu Province Stroke Center for Diagnosis and Therapy, Nanjing, PR China
- Nanjing Neuropsychiatry Clinic Medical Center, Nanjing, PR China
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Loizou CP, Petroudi S, Seimenis I, Pantziaris M, Pattichis CS. Quantitative texture analysis of brain white matter lesions derived from T2-weighted MR images in MS patients with clinically isolated syndrome. J Neuroradiol 2014; 42:99-114. [PMID: 24970463 DOI: 10.1016/j.neurad.2014.05.006] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2014] [Revised: 04/18/2014] [Accepted: 05/04/2014] [Indexed: 01/21/2023]
Abstract
INTRODUCTION This study investigates the application of texture analysis methods on brain T2-white matter lesions detected with magnetic resonance imaging (MRI) for the prognosis of future disability in subjects diagnosed with clinical isolated syndrome (CIS) of multiple sclerosis (MS). METHODS Brain lesions and normal appearing white matter (NAWM) from 38 symptomatic untreated subjects diagnosed with CIS as well as normal white matter (NWM) from 20 healthy volunteers, were manually segmented, by an experienced MS neurologist, on transverse T2-weighted images obtained from serial brain MR imaging scans (0 and 6-12 months). Additional clinical information in the form of the Expanded Disability Status Scale (EDSS), a scale from 0 to 10, which provides a way of quantifying disability in MS and monitoring the changes over time in the level of disability, were also provided. Shape and most importantly different texture features including GLCM and laws were then extracted for all above regions, after image intensity normalization. RESULTS The findings showed that: (i) there were significant differences for the texture futures extracted between the NAWM and lesions at 0 month and between NAWM and lesions at 6-12 months. However, no significant differences were found for all texture features extracted when comparing lesions temporally at 0 and 6-12 months with the exception of contrast (gray level difference statistics-GLDS) and difference entropy (spatial gray level dependence matrix-SGLDM); (ii) significant differences were found between NWM and NAWM for most of the texture features investigated in this study; (iii) there were significant differences found for the lesion texture features at 0 month for those with EDSS≤2 versus those with EDSS>2 (mean, median, inverse difference moment and sum average) and for the lesion texture features at 6-12 months with EDSS>2 and EDSS≤2 for the texture features (mean, median, entropy and sum average). It should be noted that whilst there were no differences in entropy at time 0 between the two groups, significant change was observed at 6-12 months, relating the corresponding features to the follow-up and disability (EDSS) progression. For the NAWM, significant differences were found between 0 month and 6-12 months with EDSS≤2 (contrast, inverse difference moment), for 6-12 months for EDSS>2 and 0 month with EDSS>2 (difference entropy) and for 6-12 months for EDSS>2 and EDSS≤2 (sum average); (iv) there was no significant difference for NAWM and the lesion texture features (for both 0 and 6-12 months) for subjects with no change in EDSS score versus subjects with increased EDSS score from 2 to 5 years. CONCLUSIONS The findings of this study provide evidence that texture features of T2 MRI brain white matter lesions may have an additional potential role in the clinical evaluation of MRI images in MS and perhaps may provide some prognostic evidence in relation to future disability of patients. However, a larger scale study is needed to establish the application in clinical practice and for computing shape and texture features that may provide information for better and earlier differentiation between normal brain tissue and MS lesions.
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Affiliation(s)
- C P Loizou
- Department of Computer Science, School of Sciences, Intercollege, 92, Ayias Phylaxeos Street, PO Box 51604, 3507 Limassol, Cyprus.
| | - S Petroudi
- Department of Computer Science, University of Cyprus, Nicosia, Cyprus.
| | - I Seimenis
- Medical Physics Laboratory, Medical School, Democritus University, Alexandroupolis, Greece.
| | - M Pantziaris
- Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus.
| | - C S Pattichis
- Department of Computer Science, University of Cyprus, Nicosia, Cyprus.
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Tessitore A, Giordano A, Caiazzo G, Corbo D, De Micco R, Russo A, Liguori S, Cirillo M, Esposito F, Tedeschi G. Clinical correlations of microstructural changes in progressive supranuclear palsy. Neurobiol Aging 2014; 35:2404-10. [PMID: 24786632 DOI: 10.1016/j.neurobiolaging.2014.03.028] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Revised: 03/11/2014] [Accepted: 03/23/2014] [Indexed: 11/16/2022]
Abstract
In patients with progressive supranuclear palsy (PSP), previous reports have shown a severe white matter (WM) damage involving supra and infratentorial regions including cerebellum. In the present study, we investigated potential correlations between WM integrity loss and clinical-cognitive features of patients with PSP. By using magnetic resonance imaging and diffusion tensor imaging with tract based spatial statistic analysis, we analyzed WM volume in 18 patients with PSP and 18 healthy controls (HCs). All patients and HCs underwent a detailed clinical and neuropsychological evaluation. Relative to HCs, patients with PSP showed WM changes encompassing supra and infratentorial areas such as corpus callosum, fornix, midbrain, inferior fronto-occipital fasciculus, anterior thalamic radiation, superior cerebellar peduncle, superior longitudinal fasciculus, uncinate fasciculus, cingulate gyrus, and cortico-spinal tract bilaterally. Among different correlations between motor-cognitive features and WM structural abnormalities, we detected a significant association between fronto-cerebellar WM loss and executive cognitive impairment in patients with PSP. Our findings, therefore, corroborate the hypothesis that cognitive impairment in PSP may result from both "intrinsic" and "extrinsic" frontal lobe dysfunction, likely related to cerebellar disconnection.
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Affiliation(s)
| | - Alfonso Giordano
- Department of Neurology, Second University of Naples, Naples, Italy; IDC Hermitage Capodimonte, Naples, Italy
| | - Giuseppina Caiazzo
- MRI Research Center SUN-FISM, Second University of Naples, Naples, Italy
| | - Daniele Corbo
- MRI Research Center SUN-FISM, Second University of Naples, Naples, Italy
| | - Rosa De Micco
- Department of Neurology, Second University of Naples, Naples, Italy
| | - Antonio Russo
- Department of Neurology, Second University of Naples, Naples, Italy; IDC Hermitage Capodimonte, Naples, Italy
| | - Sara Liguori
- Department of Neurology, Second University of Naples, Naples, Italy
| | - Mario Cirillo
- Neuroradiology Service, Second University of Naples, Naples, Italy
| | - Fabrizio Esposito
- Department of Medicine and Surgery, University of Salerno, Baronissi, Italy; Department of Cognitive Neuroscience, Maastricht University, Maastricht, the Netherlands
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