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Arocha Pérez JL, Morales Chacón LM, Batista García Ramo K, Galán García L. Sequential Semiology of Seizures and Brain Perfusion Patterns in Patients with Drug-Resistant Focal Epilepsies: A Perspective from Neural Networks. Behav Sci (Basel) 2022; 12:107. [PMID: 35447679 PMCID: PMC9025657 DOI: 10.3390/bs12040107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 04/11/2022] [Accepted: 04/13/2022] [Indexed: 02/04/2023] Open
Abstract
Ictal semiology and brain single-photon emission computed tomography have been performed in approaching the epileptogenic zone in drug-resistant focal epilepsies. The authors aim to describe the brain structures involved in the ictal and interictal epileptogenic network from sequential semiology and brain perfusion quantitative patterns analysis. A sequential representation of seizures was performed (n = 15). A two-level analysis (individual and global) was carried out for the analysis of brain perfusion quantification and estimating network structures from the perfusion indexes. Most of the subjects started with focal seizures without impaired consciousness, followed by staring, automatisms, language impairments and evolution to a bilateral tonic-clonic seizure (temporal lobe and posterior quadrant epilepsy). Frontal lobe epilepsy seizures continued with upper limb clonus and evolution to bilateral tonic-clonic. The perfusion index of the epileptogenic zone ranged between 0.439-1.362 (mesial and lateral structures), 0.826-1.266 in dorsolateral frontal structures and 0.678-1.507 in the occipital gyrus. The interictal epileptogenic network proposed involved the brainstem and other subcortical structures. For the ictal state, it included the rectus gyrus, putamen and cuneus. The proposed methodology provides information about the brain structures in the neural networks in patients with drug-resistant focal epilepsies.
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Affiliation(s)
- Jorge L. Arocha Pérez
- International Center for Neurological Restoration, 25th Ave, No 15805, Playa, Havana 11300, Cuba; (J.L.A.P.); (K.B.G.R.)
| | - Lilia M. Morales Chacón
- International Center for Neurological Restoration, 25th Ave, No 15805, Playa, Havana 11300, Cuba; (J.L.A.P.); (K.B.G.R.)
| | - Karla Batista García Ramo
- International Center for Neurological Restoration, 25th Ave, No 15805, Playa, Havana 11300, Cuba; (J.L.A.P.); (K.B.G.R.)
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Lee HW, Arora J, Papademetris X, Tokoglu F, Negishi M, Scheinost D, Farooque P, Blumenfeld H, Spencer DD, Constable RT. Altered functional connectivity in seizure onset zones revealed by fMRI intrinsic connectivity. Neurology 2014; 83:2269-77. [PMID: 25391304 PMCID: PMC4277677 DOI: 10.1212/wnl.0000000000001068] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Objective: The purpose of this study was to investigate functional connectivity (FC) changes in epileptogenic networks in intractable partial epilepsy obtained from resting-state fMRI by using intrinsic connectivity contrast (ICC), a voxel-based network measure of degree that reflects the number of connections to each voxel. Methods: We measured differences between intrahemispheric- and interhemispheric-ICC (ICCintra−inter) that could reveal localized connectivity abnormalities in epileptogenic zones while more global network changes would be eliminated when subtracting these values. The ICCintra−inter map was compared with the seizure onset zone (SOZ) based on intracranial EEG (icEEG) recordings in 29 patients with at least 1 year of postsurgical follow-up. Two independent reviewers blindly interpreted the icEEG and fMRI data, and the concordance rates were compared for various clinical factors. Results: Concordance between the icEEG SOZ and ICCintra−inter map was observed in 72.4% (21/29) of the patients, which was higher in patients with good surgical outcome, especially in those patients with temporal lobe epilepsy (TLE) or lateral temporal seizure localization. Concordance was also better in the extratemporal lobe epilepsy than the TLE group. In 85.7% (18/21) of the cases, the ICCintra−inter values were negative in the SOZ, indicating decreased FC within the epileptic hemisphere relative to between hemispheres. Conclusions: Assessing alterations in FC using fMRI-ICC map can help localize the SOZ, which has potential as a noninvasive presurgical diagnostic tool to improve surgical outcome. In addition, the method reveals that, in focal epilepsy, both intrahemispheric- and interhemispheric-FC may be altered, in the presence of both regional as well as global network abnormalities.
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Affiliation(s)
- Hyang Woon Lee
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT.
| | - Jagriti Arora
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
| | - Xenophon Papademetris
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
| | - Fuyuze Tokoglu
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
| | - Michiro Negishi
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
| | - Dustin Scheinost
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
| | - Pue Farooque
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
| | - Hal Blumenfeld
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
| | - Dennis D Spencer
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
| | - R Todd Constable
- From the Department of Neurology (H.W.L.), Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul, Korea; and Departments of Neurology (H.W.L., P.F., H.B.), Diagnostic Radiology (H.W.L., J.A., X.P., F.T., M.N., R.T.C.), Biomedical Engineering (X.P., D.S., R.T.C.), Neurosurgery (H.B., D.D.S., R.T.C.), and Neurobiology (H.B.), Yale University School of Medicine, New Haven, CT
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Morgan VL, Rogers BP, Sonmezturk HH, Gore JC, Abou-Khalil B. Cross hippocampal influence in mesial temporal lobe epilepsy measured with high temporal resolution functional magnetic resonance imaging. Epilepsia 2011; 52:1741-9. [PMID: 21801166 DOI: 10.1111/j.1528-1167.2011.03196.x] [Citation(s) in RCA: 82] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE Mesial temporal lobe epilepsy (mTLE) is a chronic disorder with spontaneous seizures recurring for years, or even decades. Many structural and functional changes have been detected in both the seizure focus and distal regions throughout the brain over this duration that may reflect the development of epileptogenic networks. Resting state functional magnetic resonance imaging (fMRI) connectivity mapping has the potential to elucidate and quantify these networks. The network between the left and right hippocampus may very likely be one of the most susceptible to changes due to long-term seizure propagation effects. Therefore, the objective of this study was to quantify cross hippocampal influence in mTLE using high temporal resolution fMRI, and to determine its relationship with disease duration. METHODS fMRI images were acquired in the resting (interictal) state with 500 ms temporal resolution across the temporal lobes of 19 mTLE patients (13 left, 6 right). The left and right hippocampi were identified on each subject's images using both structurally defined and functionally defined boundaries. The cross hippocampal influence was quantified in two ways for each pair of regions: (1) the nondirectional hippocampal functional connectivity calculated as the Pearson's correlation between the average time series in the left and the right hippocampus regions, and (2) the Granger causality (GC) laterality measure, which implies directional influence by determining temporal precedence. Each of these measures was correlated with age, age of onset, and disease duration across subjects to investigate relationship to disease progression. KEY FINDINGS The hippocampal connectivity was not significantly different between patients with left and right mTLE using either the structurally or the functionally defined regions. Across all patients, hippocampal connectivity was not correlated significantly with age of onset or duration of disease. However, as duration of disease increased after 10 years (nine patients), the hippocampal connectivity increased linearly. Using the functionally defined regions, the GC laterality was increased in the right mTLE over the left mTLE, indicating that the left hippocampus was influencing the right hippocampus more than the right influencing left. This was also positively correlated with age of onset. Furthermore, like hippocampal connectivity, the relationship between GC laterality and duration of disease changes after 10 years duration of disease. After this duration, the GC laterality was positive in the three of three patients with right mTLE (left influencing right), whereas the GC laterality was negative in five of six patients with left mTLE (right influencing left). SIGNIFICANCE This study reveals a relationship between fMRI functional connectivity and causal influence of the left and right hippocampi and duration of disease in mTLE. During the interictal state, the interhemispheric hippocampal connectivity initially is disrupted and then linearly increases as the epilepsy progresses longer than 10 years. This increase in connectivity appears to be due to the hippocampus contralateral to the epileptogenic focus exerting more influence over the ipsilateral hippocampus. These findings may have implications in understanding the functional development of epileptic networks and possibly prediction of surgical outcome of mTLE.
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Affiliation(s)
- Victoria L Morgan
- Department of Radiology and Radiological Sciences, Vanderbilt University Institute of Imaging Science, Vanderbilt University, Nashville, Tennessee 37232-2310, USA.
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