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Kwon H, Chinappen DM, Huang JF, Berja ED, Walsh KG, Shi W, Kramer MA, Chu CJ. Transient, developmental functional and structural connectivity abnormalities in the thalamocortical motor network in Rolandic epilepsy. NEUROIMAGE: CLINICAL 2022; 35:103102. [PMID: 35777251 PMCID: PMC9251597 DOI: 10.1016/j.nicl.2022.103102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/23/2022] [Accepted: 06/24/2022] [Indexed: 11/29/2022] Open
Abstract
Children with active Rolandic epilepsy have increasing thalamocortical functional connectivity in the motor circuit with age. Children with resolved Rolandic epilepsy have increasing thalamocortical structural connectivity in the motor circuit with age. Children with Rolandic epilepsy have no differences in thalamocortical connectivity in the sensory circuit compared to controls. Rolandic thalamocortical structural connectivity does not predict functional connectivity in Rolandic epilepsy or controls.
Rolandic epilepsy (RE) is the most common focal, idiopathic, developmental epilepsy, characterized by a transient period of sleep-potentiated seizures and epileptiform discharges in the inferior Rolandic cortex during childhood. The cause of RE remains unknown but converging evidence has identified abnormalities in the Rolandic thalamocortical circuit. To better localize this transient disease, we evaluated Rolandic thalamocortical functional and structural connectivity in the sensory and motor circuits separately during the symptomatic and asymptomatic phases of this disease. We collected high resolution structural, diffusion, and resting state functional MRI data in a prospective cohort of children with active RE (n = 17), resolved RE (n = 21), and controls (n = 33). We then computed the functional and structural connectivity between the inferior Rolandic cortex and the ventrolateral (VL) nucleus of the thalamus (efferent pathway) and the ventroposterolateral (VPL) nucleus of the thalamus (afferent pathway) across development in children with active, resolved RE and controls. We compared connectivity with age in each group using linear mixed-effects models. We found that children with active RE have increasing thalamocortical functional connectivity between the VL thalamus and inferior motor cortex with age (p = 0.022) that is not observed in controls or resolved RE. In contrast, children with resolved RE have increasing thalamocortical structural connectivity between the VL nucleus and the inferior motor cortex with age (p = 0.025) that is not observed in controls or active RE. No relationships were identified between VPL nuclei and the inferior sensory cortex with age in any group. These findings localize the functional and structural thalamocortical circuit disruption in RE to the efferent thalamocortical motor pathway. Further work is required to determine how these circuit abnormalities contribute to the emergence and resolution of symptoms in this developmental disease.
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Affiliation(s)
- Hunki Kwon
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Dhinakaran M Chinappen
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Department of Mathematics and Statistics, Boston University, Boston, MA, USA
| | - Jonathan F Huang
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Erin D Berja
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Katherine G Walsh
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Wen Shi
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Mark A Kramer
- Department of Mathematics and Statistics, Boston University, Boston, MA, USA; Center for Systems Neuroscience, Boston University, Boston, MA, USA
| | - Catherine J Chu
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
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Bourel-Ponchel E, Mahmoudzadeh M, Adebimpe A, Wallois F. Functional and Structural Network Disorganizations in Typical Epilepsy With Centro-Temporal Spikes and Impact on Cognitive Neurodevelopment. Front Neurol 2019; 10:809. [PMID: 31555191 PMCID: PMC6727184 DOI: 10.3389/fneur.2019.00809] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 07/15/2019] [Indexed: 12/20/2022] Open
Abstract
Epilepsy with Centrotemporal Spikes (ECTS) is the most common form of self-limited focal epilepsy. The pathophysiological mechanisms by which ECTS induces neuropsychological impairment in 15-30% of affected children remain unclear. The objective of this study is to review the current state of knowledge concerning the brain structural and functional changes that may be involved in cognitive dysfunctions in ECTS. Structural brain imaging suggests the presence of subtle neurodevelopmental changes over the epileptogenic zone and over distant regions in ECTS. This structural remodeling likely occurs prior to the diagnosis and evolves over time, especially in patients with cognitive impairment, suggesting that the epileptogenic processes might interfere with the dynamics of the brain development and/or the normal maturation processes. Functional brain imaging demonstrates profound disorganization accentuated by interictal epileptic spikes (IES) in the epileptogenic zone and in remote networks in ECTS. Over the epileptogenic zone, the literature demonstrates changes in term of neuronal activity and synchronization, which are effective several hundred milliseconds before the IES. In the same time window, functional changes are also observed in bilateral distant networks, notably in the frontal and temporal lobes. Effective connectivity demonstrates that the epileptogenic zone constitutes the key area at the origin of IES propagation toward distant cortical regions, including frontal areas. Altogether, structural and functional network disorganizations, in terms of: (i) power spectral values, (ii) functional and effective connectivity, are likely to participate in the cognitive impairment commonly reported in children with ECTS. These results suggest a central and causal role of network disorganizations related to IES in the neuropsychological impairment described in ECTS children.
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Affiliation(s)
- Emilie Bourel-Ponchel
- INSERM UMR 1105, Research Group on Multimodal Analysis of Brain Function, University of Picardie Jules Verne, Amiens, France
- INSERM UMR 1105, EFSN Pediatric, Amiens University Hospital, Amiens, France
| | - Mahdi Mahmoudzadeh
- INSERM UMR 1105, Research Group on Multimodal Analysis of Brain Function, University of Picardie Jules Verne, Amiens, France
- INSERM UMR 1105, EFSN Pediatric, Amiens University Hospital, Amiens, France
| | - Azeez Adebimpe
- INSERM UMR 1105, Research Group on Multimodal Analysis of Brain Function, University of Picardie Jules Verne, Amiens, France
| | - Fabrice Wallois
- INSERM UMR 1105, Research Group on Multimodal Analysis of Brain Function, University of Picardie Jules Verne, Amiens, France
- INSERM UMR 1105, EFSN Pediatric, Amiens University Hospital, Amiens, France
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Song DY, Stoyell SM, Ross EE, Ostrowski LM, Thorn EL, Stufflebeam SM, Morgan AK, Emerton BC, Kramer MA, Chu CJ. Beta oscillations in the sensorimotor cortex correlate with disease and remission in benign epilepsy with centrotemporal spikes. Brain Behav 2019; 9:e01237. [PMID: 30790472 PMCID: PMC6422718 DOI: 10.1002/brb3.1237] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Revised: 01/14/2019] [Accepted: 01/16/2019] [Indexed: 12/27/2022] Open
Abstract
INTRODUCTION Benign epilepsy with centrotemporal spikes (BECTS) is a common form of childhood epilepsy with the majority of those afflicted remitting during their early teenage years. Seizures arise from the lower half of the sensorimotor cortex of the brain (e.g. seizure onset zone) and the abnormal epileptiform discharges observed increase during NREM sleep. To date no clinical factors reliably predict disease course, making determination of ongoing seizure risk a significant challenge. Prior work in BECTS have shown abnormalities in beta band (14.9-30 Hz) oscillations during movement and rest. Oscillations in this frequency band are modulated by state of consciousness and thought to reflect intrinsic inhibitory mechanisms. METHODS We used high density EEG and source localization techniques to examine beta band activity in the seizure onset zone (sensorimotor cortex) in a prospective cohort of children with BECTS and healthy controls during sleep. We hypothesized that beta power in the sensorimotor cortex would be different between patients and healthy controls, and that beta abnormalities would improve with resolution of disease in this self-limited epilepsy syndrome. We further explored the specificity of our findings and correlation with clinical features. Statistical testing was performed using logistic and standard linear regression models. RESULTS We found that beta band power in the seizure onset zone is different between healthy controls and BECTS patients. We also found that a longer duration of time spent seizure-free (corresponding to disease remission) correlates with lower beta power in the seizure onset zone. Exploratory spatial analysis suggests this effect is not restricted to the sensorimotor cortex. Exploratory frequency analysis suggests that this phenomenon is also observed in alpha and gamma range activity. We found no relationship between beta power and the presence or rate of epileptiform discharges in the sensorimotor cortex or a test of sensorimotor performance. CONCLUSION These results provide evidence that cortical beta power in the seizure onset zone may provide a dynamic physiological biomarker of disease in BECTS.
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Affiliation(s)
- Dan Y Song
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Sally M Stoyell
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Erin E Ross
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Lauren M Ostrowski
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Emily L Thorn
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Steven M Stufflebeam
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts.,Athinoula A. Martinos Center for Biomedical Imaging, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Amy K Morgan
- Psychological Assessment Center, Massachusetts General Hospital, Boston, Massachusetts
| | - Britt C Emerton
- Psychological Assessment Center, Massachusetts General Hospital, Boston, Massachusetts
| | - Mark A Kramer
- Department of Mathematics and Statistics, Boston University, Boston, Massachusetts
| | - Catherine J Chu
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
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Dynamic functional disturbances of brain network in seizure-related cognitive outcomes. Epilepsy Res 2018; 140:15-21. [DOI: 10.1016/j.eplepsyres.2017.12.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 11/13/2017] [Accepted: 12/02/2017] [Indexed: 11/23/2022]
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McGinnity CJ, Smith AB, Yaakub SN, Weidenbach Gerbase S, Gammerman A, Tyson AL, Bell TK, Elmasri M, Barker GJ, Richardson MP, Pal DK. Decreased functional connectivity within a language subnetwork in benign epilepsy with centrotemporal spikes. Epilepsia Open 2017; 2:214-225. [PMID: 29588950 PMCID: PMC5719846 DOI: 10.1002/epi4.12051] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/20/2017] [Indexed: 01/11/2023] Open
Abstract
Objective Benign epilepsy with centrotemporal spikes (BECTS, also known as Rolandic epilepsy) is a common epilepsy syndrome that is associated with literacy and language impairments. The neural mechanisms of the syndrome are not known. The primary objective of this study was to test the hypothesis that functional connectivity within the language network is decreased in children with BECTS. We also tested the hypothesis that siblings of children with BECTS have similar abnormalities. Methods Echo planar magnetic resonance (MR) imaging data were acquired from 25 children with BECTS, 12 siblings, and 20 healthy controls, at rest. After preprocessing with particular attention to intrascan motion, the mean signal was extracted from each of 90 regions of interest. Sparse, undirected graphs were constructed from adjacency matrices consisting of Spearman's rank correlation coefficients. Global and nodal graph metrics and subnetwork and pairwise connectivity were compared between groups. Results There were no significant differences in graph metrics between groups. Children with BECTS had decreased functional connectivity relative to controls within a four-node subnetwork, which consisted of the left inferior frontal gyrus, the left superior frontal gyrus, the left supramarginal gyrus, and the right inferior parietal lobe (p = 0.04). A similar but nonsignificant decrease was also observed for the siblings. The BECTS groups had significant increases in connectivity within a five-node, five-edge frontal subnetwork. Significance The results provide further evidence of decreased functional connectivity between key mediators of speech processing, language, and reading in children with BECTS. We hypothesize that these decreases reflect delayed lateralization of the language network and contribute to specific cognitive impairments.
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Affiliation(s)
- Colm J. McGinnity
- Department of Basic and Clinical NeuroscienceInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
| | - Anna B. Smith
- Department of Basic and Clinical NeuroscienceInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
| | - Siti N. Yaakub
- Department of Basic and Clinical NeuroscienceInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
| | - Sofia Weidenbach Gerbase
- Department of Basic and Clinical NeuroscienceInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
| | - Anya Gammerman
- Faculty of Life Sciences & MedicineSchool of Bioscience EducationKing's College LondonLondonUnited Kingdom
| | - Adam L. Tyson
- Department of Forensic and Neurodevelopmental SciencesInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
- Centre for Developmental NeurobiologyInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
| | - Tiffany K. Bell
- Department of Basic and Clinical NeuroscienceInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
| | - Marwa Elmasri
- Faculty of Life Sciences & MedicineSchool of Bioscience EducationKing's College LondonLondonUnited Kingdom
| | - Gareth J. Barker
- Department of NeuroimagingInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
| | - Mark P. Richardson
- Department of Basic and Clinical NeuroscienceInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
| | - Deb K. Pal
- Department of Basic and Clinical NeuroscienceInstitute of Psychiatry, Psychology & NeuroscienceKing's College LondonLondonUnited Kingdom
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Bourel-Ponchel E, Mahmoudzadeh M, Berquin P, Wallois F. Local and Distant Dysregulation of Synchronization Around Interictal Spikes in BECTS. Front Neurosci 2017; 11:59. [PMID: 28239337 PMCID: PMC5301021 DOI: 10.3389/fnins.2017.00059] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 01/26/2017] [Indexed: 11/21/2022] Open
Abstract
Objective: High Density electroencephalography (HD EEG) is the reference non-invasive technique to investigate the dynamics of neuronal networks in Benign Epilepsy with Centro-Temporal Spikes (BECTS). Analysis of local dynamic changes surrounding Interictal Epileptic Spikes (IES) might improve our knowledge of the mechanisms that propel neurons to the hypersynchronization of IES in BECTS. Transient distant changes in the dynamics of neurons populations may also interact with neuronal networks involved in various functions that are impaired in BECTS patients. Methods: HD EEG (64 electrodes) of eight well-characterized BECTS patients (8 males; mean age: 7.2 years, range: 5–9 years) were analyzed. Unilateral IES were selected in 6 patients. They were bilateral and independent in 2 other patients. This resulted in a total of 10 groups of IES. Time-frequency analysis was performed on HD EEG epochs around the peak of the IES (±1000 ms), including phase-locked and non-phase-locked activities to the IES. The time frequency analyses were calculated for the frequencies between 4 and 200 Hz. Results: Time-frequency analysis revealed two patterns of dysregulation of the synchronization between neuronal networks preceding and following hypersynchronization of interictal spikes (±400 ms) in the epileptogenic zone. Dysregulation consists of either desynchronization (n = 6) or oscillating synchronization (n = 4) (4–50 Hz) surrounding the IES. The 2 patients with bilateral IES exhibited only local desynchronization whatever the IES considered. Distant desynchronization in low frequencies within the same window occurs simultaneously in bilateral frontal, temporal and occipital areas (n = 7). Significance: Using time-frequency analysis of HD EEG data in a well-defined population of BECTS, we demonstrated repeated complex changes in the dynamics of neuronal networks not only during, but also, before and after the IES. In the epileptogenic zone, our results found more complex reorganization of the local network than initially thought. In line with previous results obtained at a microscopic or macroscopic level, these changes suggested the variability strategies of neuronal assemblies to raise IES. Distant changes from the epileptogenic zone in desynchronization observed in the same time window suggested interactions between larger embedded networks and opened new avenues about their possible role in the underlying mechanism leading to cognitive deficits.
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Affiliation(s)
- Emilie Bourel-Ponchel
- Institut National de la Santé et de la Recherche Médicale U 1105, GRAMFC, CURS, CHU Amiens Picardie - Site SudSalouël, Amiens, France; Fonctional Exploration of the Pediatric Nervous System, CHU Amiens Picardie - Site SudSalouël, Amiens, France
| | - Mahdi Mahmoudzadeh
- Institut National de la Santé et de la Recherche Médicale U 1105, GRAMFC, CURS, CHU Amiens Picardie - Site SudSalouël, Amiens, France; Fonctional Exploration of the Pediatric Nervous System, CHU Amiens Picardie - Site SudSalouël, Amiens, France
| | - Patrick Berquin
- Institut National de la Santé et de la Recherche Médicale U 1105, GRAMFC, CURS, CHU Amiens Picardie - Site SudSalouël, Amiens, France; Neuropediatry Unit, CHU Amiens Picardie - Site SudSalouël, Amiens, France
| | - Fabrice Wallois
- Institut National de la Santé et de la Recherche Médicale U 1105, GRAMFC, CURS, CHU Amiens Picardie - Site SudSalouël, Amiens, France; Fonctional Exploration of the Pediatric Nervous System, CHU Amiens Picardie - Site SudSalouël, Amiens, France
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Clemens B, Puskás S, Spisák T, Lajtos I, Opposits G, Besenyei M, Hollódy K, Fogarasi A, Kovács NZ, Fekete I, Emri M. Increased resting-state EEG functional connectivity in benign childhood epilepsy with centro-temporal spikes. Seizure 2016; 35:50-5. [PMID: 26794010 DOI: 10.1016/j.seizure.2016.01.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Revised: 11/15/2015] [Accepted: 01/03/2016] [Indexed: 01/23/2023] Open
Abstract
PURPOSE To explore intrahemispheric, cortico-cortical EEG functional connectivity (EEGfC) in benign childhood epilepsy with rolandic spikes (BECTS). METHODS 21-channel EEG was recorded in 17 non-medicated BECTS children and 19 healthy controls. 180s of spike- and artifact-free activity was selected for EEGfC analysis. Correlation of Low Resolution Electromagnetic Tomography- (LORETA-) defined current source density time series were computed between two cortical areas (region of interest, ROI). Analyses were based on broad-band EEGfC results. Groups were compared by statistical parametric network (SPN) method. Statistically significant differences between group EEGfC values were emphasized at p<0.05 corrected for multiple comparison by local false discovery rate (FDR). RESULTS (1) Bilaterally increased beta EEGfC occurred in the BECTS group as compared to the controls. Greatest beta abnormality emerged between frontal and frontal, as well as frontal and temporal ROIs. (2) Locally increased EEGfC emerged in all frequency bands in the right parietal area. CONCLUSIONS Areas of increased EEGfC topographically correspond to cortical areas that, based on relevant literature, are related to speech and attention deficit in BECTS children.
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Affiliation(s)
- Béla Clemens
- Kenézy Gyula Hospital, Department of Neurology, Debrecen, Hungary
| | - Szilvia Puskás
- University of Debrecen, Medical Center, Department of Neurology, Debrecen, Hungary.
| | - Tamás Spisák
- University of Debrecen, Institute of Nuclear Medicine, Debrecen, Hungary
| | - Imre Lajtos
- University of Debrecen, Institute of Nuclear Medicine, Debrecen, Hungary
| | - Gábor Opposits
- University of Debrecen, Institute of Nuclear Medicine, Debrecen, Hungary
| | - Mónika Besenyei
- University of Debrecen, Medical Center, Department of Pediatrics, Debrecen, Hungary
| | | | - András Fogarasi
- Epilepsy Center, Bethesda Children's Hospital, Budapest, Hungary
| | | | - István Fekete
- University of Debrecen, Medical Center, Department of Neurology, Debrecen, Hungary
| | - Miklós Emri
- University of Debrecen, Institute of Nuclear Medicine, Debrecen, Hungary
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Brindley LM, Koelewijn L, Kirby A, Williams N, Thomas M, Te Water-Naudé J, Gibbon F, Muthukumaraswamy S, Singh KD, Hamandi K. Ipsilateral cortical motor desynchronisation is reduced in Benign Epilepsy with Centro-Temporal Spikes. Clin Neurophysiol 2015; 127:1147-1156. [PMID: 26522940 DOI: 10.1016/j.clinph.2015.08.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Revised: 08/09/2015] [Accepted: 08/17/2015] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Magnetoencephalography (MEG) and a simple motor paradigm were used to study induced sensorimotor responses and their relationship to motor skills in children diagnosed with Benign Epilepsy with Centro-Temporal Spikes (BECTS). METHODS Twenty-one children with BECTS and 15 age-matched controls completed a finger abduction task in MEG; movement-related oscillatory responses were derived and contrasted between groups. A subset of children also completed psycho-behavioural assessments. Regression analyses explored the relationship of MEG responses to manual dexterity performance, and dependence upon clinical characteristics. RESULTS In children with BECTS, manual dexterity was below the population mean (p=.002) and three showed severe impairment. Our main significant finding was of reduced ipsilateral movement related beta desynchrony (MRBDi) in BECTS relative to the control group (p=.03) and predicted by epileptic seizure recency (p=.02), but not age, medication status, or duration of epilepsy. Laterality scores across the entire cohort indicated that less lateralised MRBD predicted better manual dexterity (p=.04). CONCLUSIONS Altered movement-related oscillatory responses in ipsilateral motor cortex were associated with motor skill deficits in children with BECTS. These changes were more marked in those with more recent seizures. SIGNIFICANCE These findings may reflect differences in inter-hemispheric interactions during motor control in BECTS.
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Affiliation(s)
- Lisa M Brindley
- Cardiff University Brain Research Imaging Centre, Cardiff University, Cardiff, UK.
| | - Loes Koelewijn
- Cardiff University Brain Research Imaging Centre, Cardiff University, Cardiff, UK
| | - Amanda Kirby
- Dyscovery Centre, University of South Wales, Newport, UK
| | | | - Marie Thomas
- Dyscovery Centre, University of South Wales, Newport, UK
| | | | - Frances Gibbon
- Department of Child Health, University Hospital of Wales, Cardiff, UK
| | | | - Krish D Singh
- Cardiff University Brain Research Imaging Centre, Cardiff University, Cardiff, UK
| | - Khalid Hamandi
- Cardiff University Brain Research Imaging Centre, Cardiff University, Cardiff, UK; Welsh Epilepsy Centre, University Hospital of Wales, Cardiff, UK
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Koelewijn L, Hamandi K, Brindley LM, Brookes MJ, Routley BC, Muthukumaraswamy SD, Williams N, Thomas MA, Kirby A, Te Water Naudé J, Gibbon F, Singh KD. Resting-state oscillatory dynamics in sensorimotor cortex in benign epilepsy with centro-temporal spikes and typical brain development. Hum Brain Mapp 2015; 36:3935-49. [PMID: 26177579 DOI: 10.1002/hbm.22888] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 05/29/2015] [Accepted: 06/15/2015] [Indexed: 12/29/2022] Open
Abstract
Benign Epilepsy with Centro-Temporal Spikes (BECTS) is a common childhood epilepsy associated with deficits in several neurocognitive domains. Neurophysiological studies in BECTS often focus on centro-temporal spikes, but these correlate poorly with morphology and cognitive impairments. To better understand the neural profile of BECTS, we studied background brain oscillations, thought to be integrally involved in neural network communication, in sensorimotor areas. We used independent component analysis of temporally correlated sources on magnetoencephalography recordings to assess sensorimotor resting-state network activity in BECTS patients and typically developing controls. We also investigated the variability of oscillatory characteristics within focal primary motor cortex (M1), localized with a separate finger abduction task. We hypothesized that background oscillations would differ between patients and controls in the sensorimotor network but not elsewhere, especially in the beta band (13-30 Hz) because of its role in network communication and motor processing. The results support our hypothesis: in the sensorimotor network, patients had a greater variability in oscillatory amplitude compared to controls, whereas there was no difference in the visual network. Network measures did not correlate with age. The coefficient of variation of resting M1 peak frequency correlated negatively with age in the beta band only, and was greater than average for a number of patients. Our results point toward a "disorganized" functional sensorimotor network in BECTS, supporting a neurodevelopmental delay in sensorimotor cortex. Our findings further suggest that investigating the variability of oscillatory peak frequency may be a useful tool to investigate deficits of disorganization in neurodevelopmental disorders.
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Affiliation(s)
- Loes Koelewijn
- CUBRIC, School of Psychology, Cardiff University, Cardiff, United Kingdom
| | - Khalid Hamandi
- CUBRIC, School of Psychology, Cardiff University, Cardiff, United Kingdom
| | - Lisa M Brindley
- CUBRIC, School of Psychology, Cardiff University, Cardiff, United Kingdom
| | - Matthew J Brookes
- Sir Peter Mansfield Magnetic Resonance Centre, School of Physics and Astronomy, University of Nottingham, Nottingham, United Kingdom
| | - Bethany C Routley
- CUBRIC, School of Psychology, Cardiff University, Cardiff, United Kingdom
| | | | - Natalie Williams
- Dyscovery Centre, University of South Wales, Newport, United Kingdom
| | - Marie A Thomas
- Dyscovery Centre, University of South Wales, Newport, United Kingdom
| | - Amanda Kirby
- Dyscovery Centre, University of South Wales, Newport, United Kingdom
| | | | - Frances Gibbon
- Child Health, University Hospital of Wales, Cardiff, United Kingdom
| | - Krish D Singh
- CUBRIC, School of Psychology, Cardiff University, Cardiff, United Kingdom
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Lepage KQ, Kramer MA, Chu CJ. A statistically robust EEG re-referencing procedure to mitigate reference effect. J Neurosci Methods 2014; 235:101-16. [PMID: 24975291 PMCID: PMC4160811 DOI: 10.1016/j.jneumeth.2014.05.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2014] [Revised: 04/25/2014] [Accepted: 05/09/2014] [Indexed: 11/19/2022]
Abstract
BACKGROUND The electroencephalogram (EEG) remains the primary tool for diagnosis of abnormal brain activity in clinical neurology and for in vivo recordings of human neurophysiology in neuroscience research. In EEG data acquisition, voltage is measured at positions on the scalp with respect to a reference electrode. When this reference electrode responds to electrical activity or artifact all electrodes are affected. Successful analysis of EEG data often involves re-referencing procedures that modify the recorded traces and seek to minimize the impact of reference electrode activity upon functions of the original EEG recordings. NEW METHOD We provide a novel, statistically robust procedure that adapts a robust maximum-likelihood type estimator to the problem of reference estimation, reduces the influence of neural activity from the re-referencing operation, and maintains good performance in a wide variety of empirical scenarios. RESULTS The performance of the proposed and existing re-referencing procedures are validated in simulation and with examples of EEG recordings. To facilitate this comparison, channel-to-channel correlations are investigated theoretically and in simulation. COMPARISON WITH EXISTING METHODS The proposed procedure avoids using data contaminated by neural signal and remains unbiased in recording scenarios where physical references, the common average reference (CAR) and the reference estimation standardization technique (REST) are not optimal. CONCLUSION The proposed procedure is simple, fast, and avoids the potential for substantial bias when analyzing low-density EEG data.
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Affiliation(s)
- Kyle Q Lepage
- Boston University, Department of Mathematics and Statistics, Boston, MA, USA.
| | - Mark A Kramer
- Boston University, Department of Mathematics and Statistics, Boston, MA, USA.
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Ciumas C, Saignavongs M, Ilski F, Herbillon V, Laurent A, Lothe A, Heckemann RA, de Bellescize J, Panagiotakaki E, Hannoun S, Marinier DS, Montavont A, Ostrowsky-Coste K, Bedoin N, Ryvlin P. White matter development in children with benign childhood epilepsy with centro-temporal spikes. Brain 2014; 137:1095-106. [DOI: 10.1093/brain/awu039] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Clemens B, Puskás S, Besenyei M, Spisák T, Emri M, Fekete I. Remission of benign epilepsy with rolandic spikes: an EEG-based connectivity study at the onset of the disease and at remission. Epilepsy Res 2013; 106:128-35. [PMID: 23693025 DOI: 10.1016/j.eplepsyres.2013.04.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2013] [Revised: 04/08/2013] [Accepted: 04/19/2013] [Indexed: 12/21/2022]
Abstract
PURPOSE The neuronal mechanisms of remission of epilepsy are not known. Based on the principles of the "network theory of epilepsy" we postulated the existence of abnormal cortico-cortical interactions at the onset of epilepsy (Hypothesis-1), and postulated that remission is associated with the decrease or disappearance of the abnormal quantitative EEG findings (Hypothesis-2). METHODS Four children with benign epilepsy with rolandic sharp waves (BERS) were investigated. 21-channel EEG was recorded at the onset of the disease (Setting No. 1) and in remission (Setting No. 2). Local EEG synchronization was estimated by LORETA (low resolution electromagnetic tomography). Remote EEG synchronization (intra-hemispheric, cortico-cortical EEG functional connectivity, EEGfC) was computed by the LSC (LORETA Source Correlation) method, among 23 regions of interest (ROI) in both hemispheres. Both local and remote EEG synchronization were evaluated in very narrow frequency bands of 1Hz bandwidth (VNB), from 1 to 25Hz. RESULTS Individual results were presented. Abnormal but topographically very dissimilar LORETA and LSC findings were found at the onset of the disease. The disappearance of the initial abnormalities was found in Setting No. 2. An unforeseen finding was the presence of abnormal EEGfC results in Setting No. 2. DISCUSSION The authors confirmed both hypotheses. The dissimilarity of the initial abnormalities is in accord with the network concept of epilepsy and the etiology of BERS. The disappearance of the initial abnormalities reflects "normalization" of network dynamics while the emergence of new EEGfC abnormalities is interpreted as "compensation". CONCLUSION EEG-based local and remote connectivity (EEGfC) are appropriate tools to describe network dynamics in the active state of BERS and in remission.
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Affiliation(s)
- B Clemens
- Kenézy Hospital Ltd., Department of Neurology, Bartók Béla út 3, 4031 Debrecen, Hungary
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Bedoin N, Ciumas C, Lopez C, Redsand G, Herbillon V, Laurent A, Ryvlin P. Disengagement and inhibition of visual-spatial attention are differently impaired in children with rolandic epilepsy and Panayiotopoulos syndrome. Epilepsy Behav 2012; 25:81-91. [PMID: 22796339 DOI: 10.1016/j.yebeh.2012.05.025] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2012] [Revised: 05/20/2012] [Accepted: 05/22/2012] [Indexed: 11/17/2022]
Abstract
We assessed voluntary orientation and reorientation of visuospatial attention in 313 healthy 6- to 22-year-old participants, 30 children suffering from benign epilepsy with centrotemporal spikes (BECTS) and 13 children with Panayiotopoulos syndrome (PS). The developmental section highlights the late development of reorienting skills. Only children with BECTS-R showed a strong tendency toward a rightward bias in attentional orientation. Additionally, a unilateral deficit of disengagement characterizes the patients with BECTS-R and comorbid ADHD. Right rolandic spikes seem to aggravate subclinical reorienting difficulties. Finally, children with PS failed to diffuse inhibition, except in the nearest area outside the attentional focus. This deficit could be attributed to the typical occipital-to-frontal spreading of the spikes in PS. By showing distinct attentional deficiencies according to the epileptic syndrome and the epileptic focus lateralization in BECTS, the results provide new evidence for alterations of attentional mechanisms by interictal epileptic activity, which probably contribute to learning difficulties.
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Affiliation(s)
- Nathalie Bedoin
- Laboratoire Dynamique du Langage, CNRS UMR 5596, Lyon, France.
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Lopes da Silva FH. The impact of EEG/MEG signal processing and modeling in the diagnostic and management of epilepsy. IEEE Rev Biomed Eng 2012; 1:143-56. [PMID: 22274902 DOI: 10.1109/rbme.2008.2008246] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This overview covers recent advances in the field of EEG/MEG signal processing and modeling in epilepsy regarding both interictal and ictal phenomena. In the first part, the main methods used in the analysis of interictal EEG/MEG epileptiform spikes are presented and discussed. Source and volume conductor models are passed in review, namely the equivalent dipole source concept, the requirements for adequate time and spatial sampling, the question of how to validate source solutions, particularly by comparing solutions obtained using scalp and intracranial EEG signals, EEG & MEG data, or EEG simultaneously recorded with fMRI (BOLD signals). In the second part, methods used for the characterization of seizures are considered, namely dipolar modeling of spikes at seizure onset, decomposition of seizure EEG signals into sets of orthogonal spatio-temporal components, and also methods (linear and nonlinear) of estimating seizure propagation. In the third part, the crucial issue of how the transition between interictal and seizure activity takes place is examined. In particular the vicissitudes of the efforts along the road to seizure prediction are shortly reviewed. It is argued that this question can be reduced to the problem of estimating the excitability state of neuronal populations in the course of time as a seizure approaches. The value of active probing methods in contrast with passive analytical methods is emphasized. In the fourth part modeling aspects are considered in the light of two special kinds of epilepsies, absences characterized by spike-and-wave discharges and mesial temporal lobe epilepsy. These two types correspond to different scenarios regarding the transition to epileptic seizures, namely the former is a case of a jump transition and the latter is a typical case of gradual transition. In conclusion, the necessity of developing comprehensive computational models of epileptic seizures is emphasized.
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Affiliation(s)
- Fernando H Lopes da Silva
- Center of Neurosciences, Swammerdam Institute for Life Sciences, University of Amsterdam, 1098 SM Amsterdam, The Netherlands.
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Besenyei M, Varga E, Fekete I, Puskás S, Hollódy K, Fogarasi A, Emri M, Opposits G, Kis SA, Clemens B. EEG background activity is abnormal in the temporal and inferior parietal cortex in benign rolandic epilepsy of childhood: a LORETA study. Epilepsy Res 2011; 98:44-9. [PMID: 21925841 DOI: 10.1016/j.eplepsyres.2011.08.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2011] [Revised: 08/18/2011] [Accepted: 08/20/2011] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Benign rolandic epilepsy of childhood (BERS) is an epilepsy syndrome with presumably genetic-developmental etiology. The pathological basis of this syndrome is completely unknown. We postulated that a developmental abnormality presumably results in abnormal EEG background activity findings. PATIENTS AND METHODS 20 children with typical BERS and an age- and sex-matched group of healthy control children underwent EEG recording and analysis. 60×2 s epochs of waking EEG background activity (without epileptiform potentials and artifacts) were analyzed in the 1-25 Hz frequency range, in very narrow bands (VNB, 1 Hz bandwidth). LORETA (Low Resolution Electromagnetic Tomography) localized multiple distributed sources of EEG background activity in the Talairach space. LORETA activity (current source density) was computed for 2394 voxels and 25 VNBs. Normalized LORETA data were processed to voxel-wise comparison between the BERS and control groups. Bonferroni-corrected p<0.05 Student's t-values were accepted as statistically significant. RESULTS Increased LORETA activity was found in the BERS group (as compared to the controls) in the left and right temporal lobes (fusiform gyri, posterior parts of the superior, middle and inferior temporal gyri) and in the angular gyri in the parietal lobes, in the 4-6 Hz VNBs, mainly at 5 Hz. DISCUSSION (1) Areas of abnormal LORETA activity exactly correspond to the temporal and parietal cortical areas that are major components of the Mirsky attention model and also the perisylvian speech network. Thus the LORETA findings may correspond to impaired attention and speech in BERS patients. (2) The LORETA findings may contribute to delineating the epileptic network in BERS. SIGNIFICANCE The novel findings may contribute to investigating neuropsychological disturbances and organization of the epileptic network in BERS.
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Affiliation(s)
- M Besenyei
- Kenézy Hospital Ltd., Department of Neurology, Debrecen, Hungary
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Kakisaka Y, Iwasaki M, Haginoya K, Kanno A, Tsuchiya S, Nakasato N. Somatotopic distribution of peri-rolandic spikes may predict prognosis in pediatric-onset epilepsy with sensorimotor seizures. Clin Neurophysiol 2010; 122:869-73. [PMID: 21109486 DOI: 10.1016/j.clinph.2010.09.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2010] [Revised: 09/14/2010] [Accepted: 09/15/2010] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Peri-rolandic spikes are typically seen in benign childhood epilepsy with centro-temporal spikes. However, some cases of epilepsy with peri-rolandic spikes manifest with medical intractability or cognitive dysfunction. The present study evaluated whether spike source localization is predictive of different prognosis of epilepsy and/or cognitive function. METHODS The localization of peri-rolandic spikes was compared between 6 patients whose seizure remitted under age of 15 years with no cognitive impairment (benign group) and 6 patients with either intractable epilepsy or cognitive dysfunction (non-benign group). The sources of epileptic spikes were approximated by the single equivalent current dipole (ECD) model using whole-head magnetoencephalography. RESULTS The spike locations in the benign group were significantly lateral (14.8±5.3 versus 5.3±3.3 mm, p<0.05), anterior (11.6±2.1 versus 3.7±4.8 mm, p<0.01), and inferior (27.7±3.6 versus 12.0±10.0 mm, p<0.01) to those in the non-benign group. Seizures tended to involve the laryngo-pharyngo-oro-facial area in the benign group and the facial-hand-foot area in the non-benign group. CONCLUSION The clear difference in spike dipole location between benign group and non-benign groups. SIGNIFICANCE Spike localization may be useful for predicting prognosis in epilepsy with sensorimotor seizures and spikes along with central sulcus.
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Affiliation(s)
- Yosuke Kakisaka
- Department of Pediatrics, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
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Michels L, Bucher K, Brem S, Halder P, Lüchinger R, Liechti M, Martin E, Jeanmonod D, Kröll J, Brandeis D. Does Greater Low Frequency EEG Activity in Normal Immaturity and in Children with Epilepsy Arise in the Same Neuronal Network? Brain Topogr 2010; 24:78-89. [DOI: 10.1007/s10548-010-0161-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2010] [Accepted: 08/20/2010] [Indexed: 10/19/2022]
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Shelley BP, Trimble MR. "All that spikes is not fits", mistaking the woods for the trees: the interictal spikes--an "EEG chameleon" in the interface disorders of brain and mind: a critical review. Clin EEG Neurosci 2009; 40:245-61. [PMID: 19780346 DOI: 10.1177/155005940904000407] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Recent research into mammalian cortical neurophysiology, after 6 decades of Berger's seminal work on electroencephalography, has shifted the older concept of interictal epileptiform activity (IEA) away from that of a mere electrographic graphoelement of relevance to diagnostic implications in epilepsy. Instead, accumulating information has stressed the neuropsychological implications, cognitive and/or behavioral consequence of these electrophysiological events, which are the phenotypic expression of aberrations of actual biophysical cellular function. We feel that this review is germane to neuropsychiatry, however, a rather neglected area of research. There is a great scope for brain-behavior-EEG research in the future that can be complimented by other techniques of "neurobehavioral electrophysiology". This review does not address the "pearls, perils and pitfalls" in the use of EEG in epilepsy, but critically and systematically reappraises the published electroencephalographic correlates of human behavior. We reiterate that epileptiform and other paroxysmal EEG dysrhythmias unrelated to clinical seizures do have neuropsychological, cognitive and/or behavioral implications as seen in the various neuropsychiatric and neurobehavioral disorders discussed in this article. IEA and EEG dysrhythmias should neither be ignored as irrelevant nor automatically attributed to epilepsy. The relevance of these EEG aberrations in the disorders of the brain-mind interface extend beyond epilepsy, and may be an electrophysiological endophenotype of aberrant neuronal behavior indicative of underlying morpho-functional brain abnormalities. Magnetoencephalography (MEG), data fusion models (EEG-fMRI-BOLD), transcranial magnetic stimulation (TMS), evoked potentials (EP); intracranial electrophysiology, and EEG neurofeedback complemented by current functional neuroimaging techniques (fMRI and PET) would certainly help in further understanding the broader relationship between brain and behavior.
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Affiliation(s)
- Bhaskara P Shelley
- Department of Neurology, Father Muller Medical College, Mangalore 575 002, Kamataka, India
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Combination of EEG–fMRI and EEG source analysis improves interpretation of spike-associated activation networks in paediatric pharmacoresistant focal epilepsies. Neuroimage 2009; 46:827-33. [DOI: 10.1016/j.neuroimage.2009.02.026] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2008] [Revised: 02/12/2009] [Accepted: 02/15/2009] [Indexed: 11/20/2022] Open
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Agirre-Arrizubieta Z, Huiskamp GJM, Ferrier CH, van Huffelen AC, Leijten FSS. Interictal magnetoencephalography and the irritative zone in the electrocorticogram. Brain 2009; 132:3060-71. [DOI: 10.1093/brain/awp137] [Citation(s) in RCA: 91] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Sensorimotor seizures of pediatric onset with unusual posteriorly oriented rolandic spikes. Epilepsy Res 2009; 84:153-8. [DOI: 10.1016/j.eplepsyres.2009.01.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2008] [Revised: 01/23/2009] [Accepted: 01/26/2009] [Indexed: 11/24/2022]
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Jaseja H. Vagal nerve stimulation: exploring its efficacy and success for an improved prognosis and quality of life in cerebral palsy patients. Clin Neurol Neurosurg 2008; 110:755-62. [PMID: 18572305 DOI: 10.1016/j.clineuro.2008.05.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2007] [Revised: 04/29/2008] [Accepted: 05/09/2008] [Indexed: 02/08/2023]
Abstract
Cerebral palsy (CP) continues to pose a cause for major socioeconomic concern and medical challenge worldwide. It is associated with a multi-faceted symptomatology warranting a multi-dimensional management-approach. Recent recognition of neurocognitive impairment and its hopefully possible treatment has opened up a new dimension in its management to the neurologists. Vagal nerve stimulation (VNS) technique is presently emerging as an effective alternative anti-epileptic therapeutic measure in intractable epilepsy. VNS has recently been shown to possess a suppressive effect also on interictal epileptiform discharges (IEDs) that are now being widely accepted as established associates of neurocognitive impairment. In this paper, the author proposes VNS technique implantation in CP patients on account of its dual therapeutic effectiveness, i.e. anti-epileptic and IED-suppression. These two effects are likely to control seizures that are quite often drug-resistant and also improve neurocognition in CP patients, thus hoping for a better overall prognostic outcome and an improved quality of life of the CP patients by VNS.
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Affiliation(s)
- Harinder Jaseja
- Physiology Department, G.R. Medical College, Gwalior 474001, MP, India.
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