1
|
Kaestner E, Stasenko A, Schadler A, Roth R, Hewitt K, Reyes A, Qiu D, Bonilha L, Voets N, Hu R, Willie J, Pedersen N, Shih J, Ben-Haim S, Gross R, Drane D, McDonald CR. Impact of white matter networks on risk for memory decline following resection versus ablation in temporal lobe epilepsy. J Neurol Neurosurg Psychiatry 2024; 95:663-670. [PMID: 38212059 PMCID: PMC11187680 DOI: 10.1136/jnnp-2023-332682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 12/19/2023] [Indexed: 01/13/2024]
Abstract
BACKGROUND With expanding neurosurgical options in epilepsy, it is important to characterise each options' risk for postoperative cognitive decline. Here, we characterise how patients' preoperative white matter (WM) networks relates to postoperative memory changes following different epilepsy surgeries. METHODS Eighty-nine patients with temporal lobe epilepsy with T1-weighted and diffusion-weighted imaging as well as preoperative and postoperative verbal memory scores (prose recall) underwent either anterior temporal lobectomy (ATL: n=38) or stereotactic laser amygdalohippocampotomy (SLAH; n=51). We computed laterality indices (ie, asymmetry) for volume of the hippocampus and fractional anisotropy (FA) of two deep WM tracts (uncinate fasciculus (UF) and inferior longitudinal fasciculus (ILF)). RESULTS Preoperatively, left-lateralised FA of the ILF was associated with higher prose recall (p<0.01). This pattern was not observed for the UF or hippocampus (ps>0.05). Postoperatively, right-lateralised FA of the UF was associated with less decline following left ATL (p<0.05) but not left SLAH (p>0.05), while right-lateralised hippocampal asymmetry was associated with less decline following both left ATL and SLAH (ps<0.05). After accounting for preoperative memory score, age of onset and hippocampal asymmetry, the association between UF and memory decline in left ATL remained significant (p<0.01). CONCLUSIONS Asymmetry of the hippocampus is an important predictor of risk for memory decline following both surgeries. However, asymmetry of UF integrity, which is only severed during ATL, is an important predictor of memory decline after ATL only. As surgical procedures and pre-surgical mapping evolve, understanding the role of frontal-temporal WM in memory networks could help to guide more targeted surgical approaches to mitigate cognitive decline.
Collapse
Affiliation(s)
- Erik Kaestner
- Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Alena Stasenko
- Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Adam Schadler
- Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Rebecca Roth
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Kelsey Hewitt
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Anny Reyes
- Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
| | - Deqiang Qiu
- Radiology and Imaging Sciences, Emory University, Atlanta, Georgia, USA
| | - Leonardo Bonilha
- Department of Neurology, University of South Carolina System, Columbia, South Carolina, USA
| | | | - Ranliang Hu
- Radiology and Imaging Sciences, Emory University, Atlanta, Georgia, USA
| | - Jon Willie
- Neurosurgery, Washington University in St Louis, St Louis, Missouri, USA
| | | | - Jerry Shih
- Neurosciences, University of California, San Diego, La Jolla, California, USA
| | - Sharona Ben-Haim
- Neurosurgery, University of California, San Diego, La Jolla, California, USA
| | - Robert Gross
- Department of Neurological Surgery, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Daniel Drane
- Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Carrie R McDonald
- Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, California, USA
- Psychiatry, University of California, San Diego, La Jolla, California, USA
| |
Collapse
|
2
|
Stasenko A, Lin C, Bonilha L, Bernhardt BC, McDonald CR. Neurobehavioral and Clinical Comorbidities in Epilepsy: The Role of White Matter Network Disruption. Neuroscientist 2024; 30:105-131. [PMID: 35193421 PMCID: PMC9393207 DOI: 10.1177/10738584221076133] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Epilepsy is a common neurological disorder associated with alterations in cortical and subcortical brain networks. Despite a historical focus on gray matter regions involved in seizure generation and propagation, the role of white matter (WM) network disruption in epilepsy and its comorbidities has sparked recent attention. In this review, we describe patterns of WM alterations observed in focal and generalized epilepsy syndromes and highlight studies linking WM disruption to cognitive and psychiatric comorbidities, drug resistance, and poor surgical outcomes. Both tract-based and connectome-based approaches implicate the importance of extratemporal and temporo-limbic WM disconnection across a range of comorbidities, and an evolving literature reveals the utility of WM patterns for predicting outcomes following epilepsy surgery. We encourage new research employing advanced analytic techniques (e.g., machine learning) that will further shape our understanding of epilepsy as a network disorder and guide individualized treatment decisions. We also address the need for research that examines how neuromodulation and other treatments (e.g., laser ablation) affect WM networks, as well as research that leverages larger and more diverse samples, longitudinal designs, and improved magnetic resonance imaging acquisitions. These steps will be critical to ensuring generalizability of current research and determining the extent to which neuroplasticity within WM networks can influence patient outcomes.
Collapse
Affiliation(s)
- Alena Stasenko
- Department of Psychiatry, University of California, San Diego, CA, USA
| | - Christine Lin
- School of Medicine, University of California, San Diego, CA, USA
| | - Leonardo Bonilha
- Department of Neurology, Medical University of South Carolina, Charleston, SC, USA
| | - Boris C Bernhardt
- Departments of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada
| | - Carrie R McDonald
- Department of Psychiatry, University of California, San Diego, CA, USA
- Department of Radiation Medicine & Applied Sciences, University of California, San Diego, CA, USA
- Center for Multimodal Imaging and Genetics (CMIG), University of California, San Diego, CA, USA
| |
Collapse
|
3
|
Dai Z, Song L, Luo C, Liu D, Li M, Han Z. Hemispheric lateralization of language processing: insights from network-based symptom mapping and patient subgroups. Cereb Cortex 2024; 34:bhad437. [PMID: 38031356 DOI: 10.1093/cercor/bhad437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 10/27/2023] [Accepted: 10/27/2023] [Indexed: 12/01/2023] Open
Abstract
The hemispheric laterality of language processing has become a hot topic in modern neuroscience. Although most previous studies have reported left-lateralized language processing, other studies found it to be bilateral. A previous neurocomputational model has proposed a unified framework to explain that the above discrepancy might be from healthy and patient individuals. This model posits an initial symmetry but imbalanced capacity in language processing for healthy individuals, with this imbalance contributing to language recovery disparities following different hemispheric injuries. The present study investigated this model by analyzing the lateralization patterns of language subnetworks across multiple attributes with a group of 99 patients (compared to nonlanguage processing) and examining the lateralization patterns of language subnetworks in subgroups with damage to different hemispheres. Subnetworks were identified using a whole-brain network-based lesion-symptom mapping method, and the lateralization index was quantitatively measured. We found that all the subnetworks in language processing were left-lateralized, while subnetworks in nonlanguage processing had different lateralization patterns. Moreover, diverse hemisphere-injury subgroups exhibited distinct language recovery effects. These findings provide robust support for the proposed neurocomputational model of language processing.
Collapse
Affiliation(s)
- Zhiyun Dai
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Luping Song
- Shenzhen Sixth People's Hospital (Nanshan Hospital), Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518052, China
| | - Chongjing Luo
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Di Liu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Mingyang Li
- Key Laboratory for Biomedical Engineering of Ministry of Education, Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Yuquan Campus, Hangzhou 310027, China
| | - Zaizhu Han
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| |
Collapse
|
4
|
Snyder KM, Forseth KJ, Donos C, Rollo PS, Fischer-Baum S, Breier J, Tandon N. Critical role of the ventral temporal lobe in naming. Epilepsia 2023; 64:1200-1213. [PMID: 36806185 DOI: 10.1111/epi.17555] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 02/16/2023] [Accepted: 02/17/2023] [Indexed: 02/22/2023]
Abstract
OBJECTIVE Lexical retrieval deficits are characteristic of a variety of different neurological disorders. However, the exact substrates responsible for this are not known. We studied a large cohort of patients undergoing surgery in the dominant temporal lobe for medically intractable epilepsy (n = 95) to localize brain regions that were associated with anomia. METHODS We performed a multivariate voxel-based lesion-symptom mapping analysis to correlate surgical lesions within the temporal lobe with changes in naming ability. Additionally, we used a surface-based mixed-effects multilevel analysis to estimate group-level broadband gamma activity during naming across a subset of patients with electrocorticographic recordings and integrated these results with lesion-deficit findings. RESULTS We observed that ventral temporal regions, centered around the middle fusiform gyrus, were significantly associated with a decline in naming. Furthermore, we found that the ventral aspect of temporal lobectomies was linearly correlated to a decline in naming, with a clinically significant decline occurring once the resection extended 6 cm from the anterior tip of the temporal lobe on the ventral surface. On electrocorticography, the majority of these cortical regions were functionally active following visual processing. These loci coincide with the sites of susceptibility artifacts during echoplanar imaging, which may explain why this region has been previously underappreciated as the locus responsible for postoperative naming deficits. SIGNIFICANCE Taken together, these data highlight the crucial contribution of the ventral temporal cortex in naming and its important role in the pathophysiology of anomia following temporal lobe resections. As such, surgical strategies should attempt to preserve this region to mitigate postoperative language deficits.
Collapse
Affiliation(s)
- Kathryn M Snyder
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health Houston, Houston, Texas, USA.,Texas Institute for Restorative Neurotechnologies, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Kiefer J Forseth
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health Houston, Houston, Texas, USA.,Texas Institute for Restorative Neurotechnologies, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Cristian Donos
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health Houston, Houston, Texas, USA.,Faculty of Physics, University of Bucharest, Bucharest, Romania
| | - Patrick S Rollo
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health Houston, Houston, Texas, USA.,Texas Institute for Restorative Neurotechnologies, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Simon Fischer-Baum
- Department of Psychological Sciences, Rice University, Houston, Texas, USA
| | - Joshua Breier
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health Houston, Houston, Texas, USA.,Memorial Hermann Hospital, Texas Medical Center, Houston, Texas, USA
| | - Nitin Tandon
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health Houston, Houston, Texas, USA.,Texas Institute for Restorative Neurotechnologies, University of Texas Health Science Center at Houston, Houston, Texas, USA.,Memorial Hermann Hospital, Texas Medical Center, Houston, Texas, USA
| |
Collapse
|
5
|
Wu D, Zhang M, Geng J, Chen X. Noninvasive Prediction of Language Lateralization Through Arcuate Fasciculus Tractography in Patients With Low-Grade Gliomas: Correlation With The Wada Test. Front Oncol 2022; 12:936228. [PMID: 35936675 PMCID: PMC9354698 DOI: 10.3389/fonc.2022.936228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 06/15/2022] [Indexed: 11/13/2022] Open
Abstract
Language lateralization is unique to humans, so clarifying dominant side is helpful for removing gliomas involving language areas. This study investigated the arcuate fasciculus (AF) reconstructed by diffusion tensor imaging–based tractography (DTT) in predicting language lateralization in patients with low-grade gliomas. Wada test was performed to determine the language Dominant Hemisphere (DH) and the Contralateral Hemisphere. DTI data [1.5-T magnetic resonance imaging (MRI)] was used to reconstruct AF by two independent operators using a DTT method. Fiber number, volume, and fractional anisotropy (FA) of bilateral reconstructed AF were measured. Lateralization indexes (LIs), including Number Index (NI), Volume Index (VI), and FA Index (FI), were accordingly calculated by mean values. A total of 21 patients with WHO Grade II gliomas in the left hemisphere were included. Every patient received a successful Wada test and reconstruction of bilateral AF. DTT metrics of reconstructed AF, such as fiber number, volume, and FA, showed significantly asymmetric between hemispheres. All the LI (NI, VI, and FI) values were statistically higher in the DH determined by the Wada test. No discrepancy was found between the prediction using the cutoff values of DTT metrics and the results of WADA test. The Kappa values were 0.829, 0.696, and 0.611, indicating NI and VI as more reliable predictor than FI although FI itself may also be feasible. Compared with the Wada test, we consider that DTT of AF is a non-invasive, simple, relatively accurate, and feasible method in predicting language lateralization in patients with low-grade gliomas.
Collapse
Affiliation(s)
- Dongdong Wu
- Department of Neurosurgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
| | - Meng Zhang
- Department of Neurosurgery, The Second Hospital of Southern Theater of Chinese Navy, Sanya, China
| | - Jiefeng Geng
- Department of Neurosurgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiaolei Chen
- Department of Neurosurgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China
- *Correspondence: Xiaolei Chen,
| |
Collapse
|
6
|
Mao L, Wang K, Zhang Q, Wang J, Zhao Y, Peng W, Ding J. Felt Stigma and Its Underlying Contributors in Epilepsy Patients. Front Public Health 2022; 10:879895. [PMID: 35558541 PMCID: PMC9087196 DOI: 10.3389/fpubh.2022.879895] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 03/28/2022] [Indexed: 11/13/2022] Open
Abstract
Objective To explore the correlated clinical and psychological factors of stigmatization and investigate the relationship between stigma and white matter abnormalities in epilepsy patients. Methods Stigmatization was obtained by a three-item stigma scale in 256 epilepsy patients with genetic or unknown etiology. Personality and quality of life (QOL) were assessed by Eysenck Personality Questionnaire (EPQ) and QOL-31 questionnaire respectively. One hundred and fourteen of them were performed Hamilton Depression Scale-17 (HAMD) and scanned with diffusion tensor imaging in 3T MRI. Fractional anisotropy (FA) values of frontotemporal contact fibers were calculated. Results There were about 39.8% patients felt stigma, with the highest score (Score 3) in 8.2% (21/256). Stigma scores were significantly negatively correlated with education (P < 0.01), age of onset (P < 0.05), extraversion score of EPQ (P < 0.01), total and all the subscale QOL scores (P < 0.001), and positively correlated with duration (P < 0.01), HAMD score (P < 0.001), neuroticism score of EPQ (P < 0.001). We found negative correlation between stigma scores and FA values of right superior longitudinal fasciculus and left cingulum (P < 0.05). Logistic regression results showed that FA value of left cingulum (P = 0.011; OR = 0.000), social function (P = 0.000; OR = 0.935) of QOL, and neuroticism score of EPQ (P = 0.033; OR = 1.123) independently correlated to felt stigma. Conclusion Felt stigma in epilepsy patients was found to be correlated with neuroticism, depression, and deficient social function of QOL, which might be predisposed by the impairment of the left cingulum. Our results provide preliminary evidence for the underlying neural circuits in stigmatization.
Collapse
Affiliation(s)
- Lingyan Mao
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Keying Wang
- Teachers College, Columbia University, New York, NY, United States
| | - Qianqian Zhang
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jing Wang
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yanan Zhao
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Weifeng Peng
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jing Ding
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
| |
Collapse
|
7
|
Stasenko A, Kaestner E, Reyes A, Lalani SJ, Paul B, Hegde M, Helm JL, Ben-Haim S, McDonald CR. Association Between Microstructural Asymmetry of Temporal Lobe White Matter and Memory Decline After Anterior Temporal Lobectomy. Neurology 2022; 98:e1151-e1162. [PMID: 35058338 PMCID: PMC8935440 DOI: 10.1212/wnl.0000000000200047] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 01/03/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Risk for memory decline is a substantial concern in patients with temporal lobe epilepsy (TLE) undergoing anterior temporal lobectomy (ATL). Although prior studies have identified associations between memory and integrity of white matter (WM) networks within the medial temporal lobe (MTL) preoperatively, we contribute a study examining whether microstructural asymmetry of deep and superficial WM networks within the MTL predicts postoperative memory decline. METHODS Patients with drug-resistant TLE were recruited from 2 epilepsy centers in a prospective longitudinal study. All patients completed preoperative T1 and diffusion-weighted MRI (DWI) as well as preoperative and postoperative neuropsychological testing. Preoperative fractional anisotropy (FA) of the WM directly beneath the neocortex (i.e., superficial WM [SWM]) and of deep WM tracts associated with memory were calculated. Asymmetry was calculated for hippocampal volume and FA of each WM tract or region and examined in linear and logistic regressions with preoperative to postoperative memory change as the primary outcome. RESULTS Data were analyzed from 42 patients with TLE (19 left TLE [LTLE], 23 right TLE [RTLE]) who underwent ATL. Leftward FA asymmetry of the entorhinal SWM was associated with decline on prose and associative recall in LTLE, whereas leftward FA asymmetry of the uncinate fasciculus (UNC) was associated with decline on prose recall only. After controlling for preoperative memory score and hippocampal volume, leftward FA asymmetry of the entorhinal SWM uniquely contributed to decline in both prose and associative recall (β = -0.46; SE 0.14 and β = -0.68; SE 0.22, respectively) and leftward FA asymmetry of the UNC uniquely contributed to decline in prose recall (β = -0.31; SE 0.14). A model combining asymmetry of hippocampal volume and entorhinal FA correctly classified memory outcomes in 79% of patients with LTLE for prose (area under the curve [AUC] 0.89; sensitivity 82%; specificity 75%) and 81% of patients for associative (AUC 0.79; sensitivity 83%; specificity 80%) recall. Entorhinal SWM asymmetry was the strongest predictor in both models. DISCUSSION Preoperative asymmetry of deep WM and SWM integrity within the MTL is a strong predictor of postoperative memory decline in TLE, suggesting that surgical decision-making may benefit from considering each patient's WM network adequacy and reserve in addition to hippocampal integrity. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that preoperative asymmetry of deep WM and SWM integrity within the MTL is a predictor of postoperative memory decline.
Collapse
Affiliation(s)
- Alena Stasenko
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA
| | - Erik Kaestner
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA
| | - Anny Reyes
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA
| | - Sanam J Lalani
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA
| | - Brianna Paul
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA
| | - Manu Hegde
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA
| | - Jonathan L Helm
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA
| | - Sharona Ben-Haim
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA
| | - Carrie R McDonald
- From the Center for Multimodal Imaging and Genetics (A.S., E.K., A.R., C.R.M.) and Departments of Psychiatry (A.S., E.K., A.R., S.J.L., C.R.M.) and Neurosurgery (S.B.-H.), University of California, San Diego; San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology (A.R., C.R.M.); Department of Neurology (B.P., M.H.), University of California, San Francisco; and Department of Psychology (J.L.H.), San Diego State University, CA.
| |
Collapse
|
8
|
Algahtany M, Abdrabou A, Elhaddad A, Alghamdi A. Advances in Brain Imaging Techniques for Patients With Intractable Epilepsy. Front Neurosci 2021; 15:699123. [PMID: 34421522 PMCID: PMC8377195 DOI: 10.3389/fnins.2021.699123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 07/20/2021] [Indexed: 11/21/2022] Open
Abstract
Intractable epilepsy, also known as drug resistance or refractory epilepsy, is a major problem affecting nearly one-third of epilepsy patients. Surgical intervention could be an option to treat these patients. Correct identification and localization of epileptogenic foci is a crucial preoperative step. Some of these patients, however, have no abnormality on routine magnetic resonance imaging (MRI) of the brain. Advanced imaging techniques, therefore, can be helpful to identify the area of concern. Moreover, a clear delineation of certain anatomical brain structures and their relation to the surgical lesion or the surgical approach is essential to avoid postoperative complications, and advanced imaging techniques can be very helpful. In this review, we discuss and highlight the use of advanced imaging techniques, particularly positron emission tomography (PET)–MRI, single-photon emission computed tomography, functional MRI, and diffusion tensor imaging–tractography for the preoperative assessment of epileptic patients.
Collapse
Affiliation(s)
- Mubarak Algahtany
- Division of Neurosurgery, Department of Surgery, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Ahmed Abdrabou
- Department of Radiology, Ain Shams University, Cairo, Egypt
| | - Ahmed Elhaddad
- Department of Radiology, Mansoura University, Mansoura, Egypt
| | | |
Collapse
|
9
|
Gerrits R, Verhelst H, Dhollander T, Xiang L, Vingerhoets G. Structural perisylvian asymmetry in naturally occurring atypical language dominance. Brain Struct Funct 2021; 227:573-586. [PMID: 34173870 DOI: 10.1007/s00429-021-02323-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 06/14/2021] [Indexed: 01/15/2023]
Abstract
Functional and anatomical hemispheric asymmetries abound in the neural language system, yet the relationship between them remains elusive. One attractive proposal is that structural interhemispheric differences reflect or even drive functional language laterality. However, studies on structure-function couplings either find that left and right language dominant individuals display similar leftward structural asymmetry or yield inconsistent results. The current study aimed to replicate and extend prior work by comparing structural asymmetries between neurologically healthy left-handers with right hemispheric language dominance (N = 24) and typically lateralized left-handed controls (N = 39). Based on structural MRI data, anatomical measures of six 'language-related' perisylvian structures were derived, including the surface area of five gray matter regions with known language functions and the FDC (combined fiber density and fiber-bundle cross-sectional area) of the arcuate fasciculus. Only the surface area of the pars triangularis and the anterior insula differed significantly between participant groups, being on average leftward asymmetric in those with typical dominance, but right lateralized in volunteers with atypical language specialization. However, these findings did not survive multiple testing correction and the asymmetry of these structures demonstrated much inter-individual variability in either subgroup. By integrating our findings with those reported previously we conclude that while some perisylvian anatomical asymmetries may differ subtly between typical and atypical speech dominants at the group level, they serve as poor participant-specific predictors of hemispheric language specialization.
Collapse
Affiliation(s)
- Robin Gerrits
- Department of Experimental Psychology, Ghent University, Ghent, Belgium.
| | - Helena Verhelst
- Department of Experimental Psychology, Ghent University, Ghent, Belgium
| | - Thijs Dhollander
- Developmental Imaging, Murdoch Children's Research Institute, Melbourne, Australia
| | - Li Xiang
- Centre for Reproductive Health, University of Edinburgh, Edinburgh, EH16 4TJ, UK
| | - Guy Vingerhoets
- Department of Experimental Psychology, Ghent University, Ghent, Belgium
- Ghent Institute for Functional and Metabolic Imaging (GIfMI), Ghent University, Ghent, Belgium
| |
Collapse
|
10
|
Forseth KJ, Hickok G, Rollo PS, Tandon N. Language prediction mechanisms in human auditory cortex. Nat Commun 2020; 11:5240. [PMID: 33067457 PMCID: PMC7567874 DOI: 10.1038/s41467-020-19010-6] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 08/12/2020] [Indexed: 01/31/2023] Open
Abstract
Spoken language, both perception and production, is thought to be facilitated by an ensemble of predictive mechanisms. We obtain intracranial recordings in 37 patients using depth probes implanted along the anteroposterior extent of the supratemporal plane during rhythm listening, speech perception, and speech production. These reveal two predictive mechanisms in early auditory cortex with distinct anatomical and functional characteristics. The first, localized to bilateral Heschl's gyri and indexed by low-frequency phase, predicts the timing of acoustic events. The second, localized to planum temporale only in language-dominant cortex and indexed by high-gamma power, shows a transient response to acoustic stimuli that is uniquely suppressed during speech production. Chronometric stimulation of Heschl's gyrus selectively disrupts speech perception, while stimulation of planum temporale selectively disrupts speech production. This work illuminates the fundamental acoustic infrastructure-both architecture and function-for spoken language, grounding cognitive models of speech perception and production in human neurobiology.
Collapse
Affiliation(s)
- K J Forseth
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, Houston, TX, USA
| | - G Hickok
- Department of Cognitive Sciences, University of California, Irvine, CA, USA
| | - P S Rollo
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, Houston, TX, USA
| | - N Tandon
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, Houston, TX, USA.
- Memorial Hermann Hospital, Texas Medical Center, Houston, TX, USA.
| |
Collapse
|
11
|
Patterns and predictors of language representation and the influence of epilepsy surgery on language reorganization in children and young adults with focal lesional epilepsy. PLoS One 2020; 15:e0238389. [PMID: 32898166 PMCID: PMC7478845 DOI: 10.1371/journal.pone.0238389] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Accepted: 08/14/2020] [Indexed: 11/19/2022] Open
Abstract
Mapping brain functions is crucial for neurosurgical planning in patients with drug-resistant seizures. However, presurgical language mapping using either functional or structural networks can be challenging, especially in children. In fact, most of the evidence on this topic derives from cross-sectional or retrospective studies in adults submitted to anterior temporal lobectomy. In this prospective study, we used fMRI and DTI to explore patterns of language representation, their predictors and impact on cognitive performances in 29 children and young adults (mean age at surgery: 14.6 ± 4.5 years) with focal lesional epilepsy. In 20 of them, we also assessed the influence of epilepsy surgery on language lateralization. All patients were consecutively enrolled at a single epilepsy surgery center between 2009 and 2015 and assessed with preoperative structural and functional 3T brain MRI during three language tasks: Word Generation (WG), Rhyme Generation (RG) and a comprehension task. We also acquired DTI data on arcuate fasciculus in 24 patients. We first assessed patterns of language representation (relationship of activations with the epileptogenic lesion and Laterality Index (LI)) and then hypothesized a causal model to test whether selected clinical variables would influence the patterns of language representation and the ensuing impact of the latter on cognitive performances. Twenty out of 29 patients also underwent postoperative language fMRI. We analyzed possible changes of fMRI and DTI LIs and their clinical predictors. Preoperatively, we found atypical language lateralization in four patients during WG task, in one patient during RG task and in seven patients during the comprehension task. Diffuse interictal EEG abnormalities predicted a more atypical language representation on fMRI (p = 0.012), which in turn correlated with lower attention (p = 0.036) and IQ/GDQ scores (p = 0.014). Postoperative language reorganization implied shifting towards atypical language representation. Abnormal postoperative EEG (p = 0.003) and surgical failures (p = 0.015) were associated with more atypical language lateralization, in turn correlating with worsened fluency. Neither preoperative asymmetry nor postoperative DTI LI changes in the arcuate fasciculus were observed. Focal lesional epilepsy associated with diffuse EEG abnormalities may favor atypical language lateralization and worse cognitive performances, which are potentially reversible after successful surgery.
Collapse
|
12
|
Delgado-Fernández J, García-Pallero MÁ, Manzanares-Soler R, Martín-Plasencia P, Blasco G, Frade-Porto N, Navas-García M, Pulido P, Sola RG, Torres CV. Language hemispheric dominance analyzed with magnetic resonance DTI: correlation with the Wada test. J Neurosurg 2020; 134:1703-1710. [PMID: 32707542 DOI: 10.3171/2020.4.jns20456] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Accepted: 04/22/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Language lateralization is a major concern in some patients with pharmacoresistant epilepsy who will face surgery; in these patients, hemispheric dominance testing is essential to avoid further complications. The Wada test is considered the gold standard examination for language localization, but is invasive and requires many human and material resources. Functional MRI and tractography with diffusion tensor imaging (DTI) have demonstrated that they could be useful for locating language in epilepsy surgery, but there is no evidence of the correlation between the Wada test and DTI MRI in language dominance. METHODS The authors performed a retrospective review of patients who underwent a Wada test before epilepsy surgery at their institution from 2012 to 2017. The authors retrospectively analyzed fractional anisotropy (FA), number and length of fibers, and volume of the arcuate fasciculus and uncinate fasciculus, comparing dominant and nondominant hemispheres. RESULTS Ten patients with temporal lobe epilepsy were reviewed. Statistical analysis showed that the mean FA of the arcuate fasciculus in the dominant hemisphere was higher than in the nondominant hemisphere (0.369 vs 0.329, p = 0.049). Also, the number of fibers in the arcuate fasciculus was greater in the dominant hemisphere (881.5 vs 305.4, p = 0.003). However, no differences were found in the FA of the uncinate fasciculus or number of fibers between hemispheres. The length of fibers of the uncinate fasciculus was longer in the dominant side (74.4 vs 50.1 mm, p = 0.05). Volume in both bundles was more prominent in the dominant hemisphere (12.12 vs 6.48 cm3, p = 0.004, in the arcuate fasciculus, and 8.41 vs 4.16 cm3, p = 0.018, in the uncinate fasciculus). Finally, these parameters were compared in patients in whom the seizure focus was situated in the dominant hemisphere: FA (0.37 vs 0.30, p = 0.05), number of fibers (114.4 vs 315.6, p = 0.014), and volume (12.58 vs 5.88 cm3, p = 0.035) in the arcuate fasciculus were found to be statistically significantly higher in the dominant hemispheres. Linear discriminant analysis of FA, number of fibers, and volume of the arcuate fasciculus showed a correct discrimination in 80% of patients (p = 0.024). CONCLUSIONS The analysis of the arcuate fasciculus and other tract bundles by DTI could be a useful tool for language location testing in the preoperative study of patients with refractory epilepsy.
Collapse
Affiliation(s)
| | | | | | | | - Guillermo Blasco
- 4Department of Neurosurgery, University Hospital La Princesa, Madrid
| | | | | | - Paloma Pulido
- 4Department of Neurosurgery, University Hospital La Princesa, Madrid
| | - Rafael G Sola
- 5Department of Innovation in Neurosurgery, Universidad Autonoma de Madrid; and.,6Department of Neurosurgery, Hospital del Rosario, Madrid, Spain
| | - Cristina V Torres
- 4Department of Neurosurgery, University Hospital La Princesa, Madrid
| |
Collapse
|
13
|
Rieck JR, Rodrigue KM, Park DC, Kennedy KM. White Matter Microstructure Predicts Focal and Broad Functional Brain Dedifferentiation in Normal Aging. J Cogn Neurosci 2020; 32:1536-1549. [PMID: 32286134 DOI: 10.1162/jocn_a_01562] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Ventral visual cortex exhibits highly organized and selective patterns of functional activity associated with visual processing. However, this specialization decreases in normal aging, with functional responses to different visual stimuli becoming more similar with age, a phenomenon termed "dedifferentiation." The current study tested the hypothesis that age-related degradation of the inferior longitudinal fasciculus (ILF), a white matter pathway involved in visual perception, could account for dedifferentiation of both localized and distributed brain activity in ventral visual cortex. Participants included 281 adults, ages 20-89 years, from the Dallas Lifespan Brain Study who underwent diffusion-weighted imaging to measure white matter diffusivity, as well as fMRI to measure functional selectivity to viewing photographs from different categories (e.g., faces, houses). In general, decreased ILF anisotropy significantly predicted both focal and broad functional dedifferentiation. Specifically, there was a localized effect of structure on function, such that decreased anisotropy in a smaller mid-fusiform region of ILF predicted less selective (i.e., more dedifferentiated) response to viewing faces in a proximal face-responsive region of fusiform. On the other hand, the whole ILF predicted less selective response across broader ventral visual cortex for viewing animate (e.g., human faces, animals) versus inanimate (e.g., houses, chairs) images. This structure-function relationship became weaker with age and was no longer significant after the age of 70 years. These findings indicate that decreased white matter anisotropy is associated with maladaptive differences in proximal brain function and is an important variable to consider when interpreting age differences in functional selectivity.
Collapse
|
14
|
Forseth KJ, Kadipasaoglu CM, Conner CR, Hickok G, Knight RT, Tandon N. A lexical semantic hub for heteromodal naming in middle fusiform gyrus. Brain 2019; 141:2112-2126. [PMID: 29860298 DOI: 10.1093/brain/awy120] [Citation(s) in RCA: 89] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Accepted: 03/23/2018] [Indexed: 11/13/2022] Open
Abstract
Semantic memory underpins our understanding of objects, people, places, and ideas. Anomia, a disruption of semantic memory access, is the most common residual language disturbance and is seen in dementia and following injury to temporal cortex. While such anomia has been well characterized by lesion symptom mapping studies, its pathophysiology is not well understood. We hypothesize that inputs to the semantic memory system engage a specific heteromodal network hub that integrates lexical retrieval with the appropriate semantic content. Such a network hub has been proposed by others, but has thus far eluded precise spatiotemporal delineation. This limitation in our understanding of semantic memory has impeded progress in the treatment of anomia. We evaluated the cortical structure and dynamics of the lexical semantic network in driving speech production in a large cohort of patients with epilepsy using electrocorticography (n = 64), functional MRI (n = 36), and direct cortical stimulation (n = 30) during two generative language processes that rely on semantic knowledge: visual picture naming and auditory naming to definition. Each task also featured a non-semantic control condition: scrambled pictures and reversed speech, respectively. These large-scale data of the left, language-dominant hemisphere uniquely enable convergent, high-resolution analyses of neural mechanisms characterized by rapid, transient dynamics with strong interactions between distributed cortical substrates. We observed three stages of activity during both visual picture naming and auditory naming to definition that were serially organized: sensory processing, lexical semantic processing, and articulation. Critically, the second stage was absent in both the visual and auditory control conditions. Group activity maps from both electrocorticography and functional MRI identified heteromodal responses in middle fusiform gyrus, intraparietal sulcus, and inferior frontal gyrus; furthermore, the spectrotemporal profiles of these three regions revealed coincident activity preceding articulation. Only in the middle fusiform gyrus did direct cortical stimulation disrupt both naming tasks while still preserving the ability to repeat sentences. These convergent data strongly support a model in which a distinct neuroanatomical substrate in middle fusiform gyrus provides access to object semantic information. This under-appreciated locus of semantic processing is at risk in resections for temporal lobe epilepsy as well as in trauma and strokes that affect the inferior temporal cortex-it may explain the range of anomic states seen in these conditions. Further characterization of brain network behaviour engaging this region in both healthy and diseased states will expand our understanding of semantic memory and further development of therapies directed at anomia.
Collapse
Affiliation(s)
- Kiefer James Forseth
- Vivian L Smith Department of Neurosurgery, McGovern Medical School, Houston, TX, USA
| | | | | | - Gregory Hickok
- Department of Cognitive Sciences, University of California, Irvine, CA, USA
| | | | - Nitin Tandon
- Vivian L Smith Department of Neurosurgery, McGovern Medical School, Houston, TX, USA.,Memorial Hermann Hospital, Texas Medical Center, Houston, TX, USA
| |
Collapse
|
15
|
Dynamic Brain Interactions during Picture Naming. eNeuro 2019; 6:ENEURO.0472-18.2019. [PMID: 31196941 PMCID: PMC6624411 DOI: 10.1523/eneuro.0472-18.2019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 04/04/2019] [Accepted: 05/17/2019] [Indexed: 11/21/2022] Open
Abstract
Brain computations involve multiple processes by which sensory information is encoded and transformed to drive behavior. These computations are thought to be mediated by dynamic interactions between populations of neurons. Here, we demonstrate that human brains exhibit a reliable sequence of neural interactions during speech production. We use an autoregressive Hidden Markov Model (ARHMM) to identify dynamical network states exhibited by electrocorticographic signals recorded from human neurosurgical patients. Our method resolves dynamic latent network states on a trial-by-trial basis. We characterize individual network states according to the patterns of directional information flow between cortical regions of interest. These network states occur consistently and in a specific, interpretable sequence across trials and subjects: the data support the hypothesis of a fixed-length visual processing state, followed by a variable-length language state, and then by a terminal articulation state. This empirical evidence validates classical psycholinguistic theories that have posited such intermediate states during speaking. It further reveals these state dynamics are not localized to one brain area or one sequence of areas, but are instead a network phenomenon.
Collapse
|
16
|
Balter S, Lin G, Leyden KM, Paul BM, McDonald CR. Neuroimaging correlates of language network impairment and reorganization in temporal lobe epilepsy. BRAIN AND LANGUAGE 2019; 193:31-44. [PMID: 27393391 PMCID: PMC5215985 DOI: 10.1016/j.bandl.2016.06.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Revised: 02/27/2016] [Accepted: 06/15/2016] [Indexed: 06/02/2023]
Abstract
Advanced, noninvasive imaging has revolutionized our understanding of language networks in the brain and is reshaping our approach to the presurgical evaluation of patients with epilepsy. Functional magnetic resonance imaging (fMRI) has had the greatest impact, unveiling the complexity of language organization and reorganization in patients with epilepsy both pre- and postoperatively, while volumetric MRI and diffusion tensor imaging have led to a greater appreciation of structural and microstructural correlates of language dysfunction in different epilepsy syndromes. In this article, we review recent literature describing how unimodal and multimodal imaging has advanced our knowledge of language networks and their plasticity in epilepsy, with a focus on the most frequently studied epilepsy syndrome in adults, temporal lobe epilepsy (TLE). We also describe how new analytic techniques (i.e., graph theory) are leading to a refined characterization of abnormal brain connectivity, and how subject-specific imaging profiles combined with clinical data may enhance the prediction of both seizure and language outcomes following surgical interventions.
Collapse
Affiliation(s)
- S Balter
- Department of Neurology, University of California, San Francisco, CA, United States; UCSF Comprehensive Epilepsy Center, United States
| | - G Lin
- Palo Alto University, Palo Alto, CA, United States
| | - K M Leyden
- Multimodal Imaging Laboratory, University of California, San Diego, CA, United States
| | - B M Paul
- Department of Neurology, University of California, San Francisco, CA, United States; UCSF Comprehensive Epilepsy Center, United States
| | - C R McDonald
- Multimodal Imaging Laboratory, University of California, San Diego, CA, United States; Department of Psychiatry, University of California, San Diego, CA, United States.
| |
Collapse
|
17
|
Juhász C, John F. Utility of MRI, PET, and ictal SPECT in presurgical evaluation of non-lesional pediatric epilepsy. Seizure 2019; 77:15-28. [PMID: 31122814 DOI: 10.1016/j.seizure.2019.05.008] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Revised: 02/12/2019] [Accepted: 05/10/2019] [Indexed: 12/12/2022] Open
Abstract
Children with epilepsy and normal structural MRI pose a particular challenge in localization of epileptic foci for surgical resection. Many of these patients have subtle structural lesions such as mild cortical dysplasia that can be missed by conventional MRI but may become detectable by optimized and advanced MRI acquisitions and post-processing. Specificity of objective analytic techniques such as voxel-based morphometry remains an issue. Combination of MRI with functional imaging approaches can improve the accuracy of detecting epileptogenic brain regions. Analysis of glucose positron emission tomography (PET) combined with high-resolution MRI can optimize detection of hypometabolic cortex associated with subtle cortical malformations and can also enhance presurgical evaluation in children with epileptic spasms. Additional PET tracers may detect subtle epileptogenic lesions and cortex with enhanced specificity in carefully selected subgroups with various etiologies; e.g., increased tryptophan uptake can identify epileptogenic cortical dysplasia in the interictal state. Subtraction ictal SPECT can be also useful to delineate ictal foci in those with non-localizing PET or after failed surgical resection. Presurgical delineation of language and motor cortex and the corresponding white matter tracts is increasingly reliable by functional MRI and DTI techniques; with careful preparation, these can be useful even in young and sedated children. While evidence-based pediatric guidelines are still lacking, the data accumulated in the last decade strongly indicate that multimodal imaging with combined analysis of MRI, PET, and/or ictal SPECT data can optimize the detection of subtle epileptogenic lesions and facilitate seizure-free outcome while minimizing the postsurgical functional deficit in children with normal conventional MRI.
Collapse
Affiliation(s)
- Csaba Juhász
- Department of Pediatrics, Wayne State University, PET Center and Translational Imaging Laboratory, Children's Hospital of Michigan, 3901 Beaubien St., Detroit, Michigan, 48201, USA; Departments of Neurology and Neurosurgery, Wayne State University, 4201 St. Antoine St., Detroit, Michigan, 48201, USA.
| | - Flóra John
- Department of Pediatrics, Wayne State University, PET Center and Translational Imaging Laboratory, Children's Hospital of Michigan, 3901 Beaubien St., Detroit, Michigan, 48201, USA; Department of Neurology, University of Pécs, H-7623, Rét u. 2., Pécs, Hungary.
| |
Collapse
|
18
|
Keller SS, Roberts N, Baker G, Sluming V, Cezayirli E, Mayes A, Eldridge P, Marson AG, Wieshmann UC. A voxel-based asymmetry study of the relationship between hemispheric asymmetry and language dominance in Wada tested patients. Hum Brain Mapp 2018; 39:3032-3045. [PMID: 29569808 PMCID: PMC6055618 DOI: 10.1002/hbm.24058] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 03/08/2018] [Accepted: 03/13/2018] [Indexed: 01/08/2023] Open
Abstract
Determining the anatomical basis of hemispheric language dominance (HLD) remains an important scientific endeavor. The Wada test remains the gold standard test for HLD and provides a unique opportunity to determine the relationship between HLD and hemispheric structural asymmetries on MRI. In this study, we applied a whole‐brain voxel‐based asymmetry (VBA) approach to determine the relationship between interhemispheric structural asymmetries and HLD in a large consecutive sample of Wada tested patients. Of 135 patients, 114 (84.4%) had left HLD, 10 (7.4%) right HLD, and 11 (8.2%) bilateral language representation. Fifty‐four controls were also studied. Right‐handed controls and right‐handed patients with left HLD had comparable structural brain asymmetries in cortical, subcortical, and cerebellar regions that have previously been documented in healthy people. However, these patients and controls differed in structural asymmetry of the mesial temporal lobe and a circumscribed region in the superior temporal gyrus, suggesting that only asymmetries of these regions were due to brain alterations caused by epilepsy. Additional comparisons between patients with left and right HLD, matched for type and location of epilepsy, revealed that structural asymmetries of insula, pars triangularis, inferior temporal gyrus, orbitofrontal cortex, ventral temporo‐occipital cortex, mesial somatosensory cortex, and mesial cerebellum were significantly associated with the side of HLD. Patients with right HLD and bilateral language representation were significantly less right‐handed. These results suggest that structural asymmetries of an insular‐fronto‐temporal network may be related to HLD.
Collapse
Affiliation(s)
- Simon S Keller
- Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom.,The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
| | - Neil Roberts
- Edinburgh Imaging, The Queens Medical Research Institute (QMRI), School of Clinical Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Gus Baker
- Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom.,The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
| | - Vanessa Sluming
- Department of Psychological Sciences, Institute of Psychology, Health and Society, University of Liverpool, Liverpool, United Kingdom
| | - Enis Cezayirli
- School of Medicine, University of St Andrews, Scotland, United Kingdom
| | - Andrew Mayes
- School of Psychological Sciences, University of Manchester, Manchester, United Kingdom
| | - Paul Eldridge
- The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
| | - Anthony G Marson
- Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom.,The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
| | - Udo C Wieshmann
- The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
| |
Collapse
|
19
|
Jouen A, Ellmore T, Madden-Lombardi C, Pallier C, Dominey P, Ventre-Dominey J. Beyond the word and image: II- Structural and functional connectivity of a common semantic system. Neuroimage 2018; 166:185-197. [DOI: 10.1016/j.neuroimage.2017.10.039] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Revised: 09/29/2017] [Accepted: 10/18/2017] [Indexed: 11/25/2022] Open
|
20
|
Besson P, Bandt SK, Proix T, Lagarde S, Jirsa VK, Ranjeva JP, Bartolomei F, Guye M. Anatomic consistencies across epilepsies: a stereotactic-EEG informed high-resolution structural connectivity study. Brain 2017; 140:2639-2652. [DOI: 10.1093/brain/awx181] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 06/12/2017] [Indexed: 11/12/2022] Open
|
21
|
Comparing the Intracarotid Amobarbital Test and Functional MRI for the Presurgical Evaluation of Language in Epilepsy. Curr Neurol Neurosci Rep 2017. [DOI: 10.1007/s11910-017-0763-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
22
|
Szaflarski JP, Gloss D, Binder JR, Gaillard WD, Golby AJ, Holland SK, Ojemann J, Spencer DC, Swanson SJ, French JA, Theodore WH. Practice guideline summary: Use of fMRI in the presurgical evaluation of patients with epilepsy: Report of the Guideline Development, Dissemination, and Implementation Subcommittee of the American Academy of Neurology. Neurology 2017; 88:395-402. [PMID: 28077494 DOI: 10.1212/wnl.0000000000003532] [Citation(s) in RCA: 153] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 09/09/2016] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To assess the diagnostic accuracy and prognostic value of functional MRI (fMRI) in determining lateralization and predicting postsurgical language and memory outcomes. METHODS An 11-member panel evaluated and rated available evidence according to the 2004 American Academy of Neurology process. At least 2 panelists reviewed the full text of 172 articles and selected 37 for data extraction. Case reports, reports with <15 cases, meta-analyses, and editorials were excluded. RESULTS AND RECOMMENDATIONS The use of fMRI may be considered an option for lateralizing language functions in place of intracarotid amobarbital procedure (IAP) in patients with medial temporal lobe epilepsy (MTLE; Level C), temporal epilepsy in general (Level C), or extratemporal epilepsy (Level C). For patients with temporal neocortical epilepsy or temporal tumors, the evidence is insufficient (Level U). fMRI may be considered to predict postsurgical language deficits after anterior temporal lobe resection (Level C). The use of fMRI may be considered for lateralizing memory functions in place of IAP in patients with MTLE (Level C) but is of unclear utility in other epilepsy types (Level U). fMRI of verbal memory or language encoding should be considered for predicting verbal memory outcome (Level B). fMRI using nonverbal memory encoding may be considered for predicting visuospatial memory outcomes (Level C). Presurgical fMRI could be an adequate alternative to IAP memory testing for predicting verbal memory outcome (Level C). Clinicians should carefully advise patients of the risks and benefits of fMRI vs IAP during discussions concerning choice of specific modality in each case.
Collapse
Affiliation(s)
- Jerzy P Szaflarski
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - David Gloss
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Jeffrey R Binder
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - William D Gaillard
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Alexandra J Golby
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Scott K Holland
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Jeffrey Ojemann
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - David C Spencer
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Sara J Swanson
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Jacqueline A French
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - William H Theodore
- From the Department of Neurology (J.P.S.), University of Alabama at Birmingham; Department of Neurology (D.G.), Charleston Area Medical Center, WV; Department of Neurology (J.R.B., S.J.S.), Medical College of Wisconsin, Milwaukee; Children's National Medical Center (W.D.G.), George Washington University, Washington, DC; Departments of Neurosurgery and Radiology (A.J.G.), Brigham and Women's Hospital, Boston, MA; Cincinnati Children's Hospital Research Foundation (S.K.H.), OH; Department of Neurosurgery (J.O.), Seattle Children's Hospital, WA; Department of Neurology (D.C.S.), Oregon Health & Science University, Portland; Department of Neurology (J.A.F.), New York University, New York; and Clinical Epilepsy Section (W.H.T.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| |
Collapse
|
23
|
Harvey DY, Schnur TT. Distinct loci of lexical and semantic access deficits in aphasia: Evidence from voxel-based lesion-symptom mapping and diffusion tensor imaging. Cortex 2015; 67:37-58. [DOI: 10.1016/j.cortex.2015.03.004] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2013] [Revised: 08/14/2014] [Accepted: 03/09/2015] [Indexed: 11/16/2022]
|
24
|
Leyden KM, Kucukboyaci NE, Puckett OK, Lee D, Loi RQ, Paul B, McDonald CR. What does diffusion tensor imaging (DTI) tell us about cognitive networks in temporal lobe epilepsy? Quant Imaging Med Surg 2015; 5:247-63. [PMID: 25853083 DOI: 10.3978/j.issn.2223-4292.2015.02.01] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Accepted: 01/22/2015] [Indexed: 12/14/2022]
Abstract
Diffusion tensor imaging (DTI) has provided considerable insight into our understanding of epilepsy as a network disorder, revealing subtle alterations in white matter microstructure both proximal and distal to the epileptic focus. These white matter changes have been shown to assist with lateralizing the seizure focus, as well as delineating the location/anatomy of key white matter tracts (i.e., optic radiations) for surgical planning. However, only recently have studies emerged describing the utility of DTI for probing cognitive networks in patients with epilepsy and for examining the structural plasticity within these networks both before and after epilepsy surgery. Here, we review the current literature describing the use of DTI for understanding language and memory networks in patients with temporal lobe epilepsy (TLE), as well as the extant literature on networks associated with executive functioning and global intelligence. Studies of memory and language reveal a complex network of frontotemporal fibers that contribute to naming and fluency performance in TLE, and demonstrate that these networks appear to undergo adaptive changes in response to surgical intervention. Although studies of executive functioning and global intelligence have been less conclusive, there is accumulating evidence that aberrant communication between frontoparietal and medial temporal networks may underlie working memory impairment in TLE. More recently, multimodal imaging studies have provided evidence that disruptions within these white matter networks co-localize with functional changes observed on functional MRI. However, structure-function associations are not entirely coherent and may breakdown in patients with TLE, especially those with a left-sided seizure focus. Although the reasons for discordant findings are unclear, small sample sizes, heterogeneity within patient populations and limitations of the current tensor model may account for contradictory and null findings. Improvements in imaging hardware and higher field strengths have now paved the way for the implementation of advanced diffusion techniques, and these advanced models show great promise for improving our understanding of how network dysfunction contributes to cognitive morbidity in TLE.
Collapse
Affiliation(s)
- Kelly M Leyden
- 1 Multimodal Imaging Laboratory, University of California, San Diego, CA, USA ; 2 San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA ; 3 Department of Cognitive Science, 4 Department of Biology, University of California, San Diego, CA, USA ; 5 Comprehensive Epilepsy Center, Department of Neurology, University of California, San Francisco, CA, USA ; 6 Department of Psychiatry, University of California, San Diego, CA, USA
| | - N Erkut Kucukboyaci
- 1 Multimodal Imaging Laboratory, University of California, San Diego, CA, USA ; 2 San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA ; 3 Department of Cognitive Science, 4 Department of Biology, University of California, San Diego, CA, USA ; 5 Comprehensive Epilepsy Center, Department of Neurology, University of California, San Francisco, CA, USA ; 6 Department of Psychiatry, University of California, San Diego, CA, USA
| | - Olivia K Puckett
- 1 Multimodal Imaging Laboratory, University of California, San Diego, CA, USA ; 2 San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA ; 3 Department of Cognitive Science, 4 Department of Biology, University of California, San Diego, CA, USA ; 5 Comprehensive Epilepsy Center, Department of Neurology, University of California, San Francisco, CA, USA ; 6 Department of Psychiatry, University of California, San Diego, CA, USA
| | - Davis Lee
- 1 Multimodal Imaging Laboratory, University of California, San Diego, CA, USA ; 2 San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA ; 3 Department of Cognitive Science, 4 Department of Biology, University of California, San Diego, CA, USA ; 5 Comprehensive Epilepsy Center, Department of Neurology, University of California, San Francisco, CA, USA ; 6 Department of Psychiatry, University of California, San Diego, CA, USA
| | - Richard Q Loi
- 1 Multimodal Imaging Laboratory, University of California, San Diego, CA, USA ; 2 San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA ; 3 Department of Cognitive Science, 4 Department of Biology, University of California, San Diego, CA, USA ; 5 Comprehensive Epilepsy Center, Department of Neurology, University of California, San Francisco, CA, USA ; 6 Department of Psychiatry, University of California, San Diego, CA, USA
| | - Brianna Paul
- 1 Multimodal Imaging Laboratory, University of California, San Diego, CA, USA ; 2 San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA ; 3 Department of Cognitive Science, 4 Department of Biology, University of California, San Diego, CA, USA ; 5 Comprehensive Epilepsy Center, Department of Neurology, University of California, San Francisco, CA, USA ; 6 Department of Psychiatry, University of California, San Diego, CA, USA
| | - Carrie R McDonald
- 1 Multimodal Imaging Laboratory, University of California, San Diego, CA, USA ; 2 San Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA ; 3 Department of Cognitive Science, 4 Department of Biology, University of California, San Diego, CA, USA ; 5 Comprehensive Epilepsy Center, Department of Neurology, University of California, San Francisco, CA, USA ; 6 Department of Psychiatry, University of California, San Diego, CA, USA
| |
Collapse
|
25
|
Rodríguez-Cruces R, Concha L. White matter in temporal lobe epilepsy: clinico-pathological correlates of water diffusion abnormalities. Quant Imaging Med Surg 2015; 5:264-78. [PMID: 25853084 DOI: 10.3978/j.issn.2223-4292.2015.02.06] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 02/14/2015] [Indexed: 02/05/2023]
Abstract
Using magnetic resonance imaging, it is possible to measure the behavior of diffusing water molecules, and the metrics derived can be used as indirect markers of tissue micro-architectural properties. Numerous reports have demonstrated that patients with temporal lobe epilepsy (TLE) have water diffusion abnormalities in several white matter structures located within and beyond the epileptogenic temporal lobe, showing that TLE is not a focal disorder, but rather a brain network disease. Differences in severity and spatial extent between patients with or without mesial temporal sclerosis (MTS), as well as differences related to hemispheric seizure onset, are suggestive of different pathophysiological mechanisms behind different forms of TLE, which in turn result in specific cognitive disabilities. The biological interpretation of diffusion abnormalities is based on a wealth of information from animal models of white matter damage, and is supported by recent reports that directly correlate diffusion metrics with histological characteristics of surgical specimens of TLE patients. Thus, there is now more evidence showing that the increased mean diffusivity (MD) and concomitant reductions of diffusion anisotropy that are frequently observed in several white matter bundles in TLE patients reflect reduced axonal density (increased extra-axonal space) due to smaller-caliber axons, and abnormalities in the myelin sheaths of the remaining axons. Whether these histological and diffusion features are a predisposing factor for epilepsy or secondary to seizures is still uncertain; some reports suggest the latter. This article summarizes recent findings in this field and provides a synopsis of the histological features seen most frequently in post-surgical specimens of TLE patients in an effort to aid the interpretation of white matter diffusion abnormalities.
Collapse
Affiliation(s)
- Raúl Rodríguez-Cruces
- Instituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, México
| | - Luis Concha
- Instituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, México
| |
Collapse
|
26
|
Chaudhary UJ, Duncan JS. Applications of blood-oxygen-level-dependent functional magnetic resonance imaging and diffusion tensor imaging in epilepsy. Neuroimaging Clin N Am 2014; 24:671-94. [PMID: 25441507 DOI: 10.1016/j.nic.2014.07.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The lifetime prevalence of epilepsy ranges from 2.7 to 12.4 per 1000 in Western countries. Around 30% of patients with epilepsy remain refractory to antiepileptic drugs and continue to have seizures. Noninvasive imaging techniques such as functional magnetic resonance imaging (fMRI) and diffusion tensor imaging (DTI) have helped to better understand mechanisms of seizure generation and propagation, and to localize epileptic, eloquent, and cognitive networks. In this review, the clinical applications of fMRI and DTI are discussed, for mapping cognitive and epileptic networks and organization of white matter tracts in individuals with epilepsy.
Collapse
Affiliation(s)
- Umair J Chaudhary
- Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK; MRI Unit, Epilepsy Society, Chesham Lane, Chalfont St Peter, Buckinghamshire SL9 0RJ, UK.
| | - John S Duncan
- Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK; MRI Unit, Epilepsy Society, Chesham Lane, Chalfont St Peter, Buckinghamshire SL9 0RJ, UK; Queen Square Division, UCLH NHS Foundation Trust, Queen Square, London WC1N 3BG, UK
| |
Collapse
|
27
|
Cantor-Rivera D, Khan AR, Goubran M, Mirsattari SM, Peters TM. Detection of temporal lobe epilepsy using support vector machines in multi-parametric quantitative MR imaging. Comput Med Imaging Graph 2014; 41:14-28. [PMID: 25103878 DOI: 10.1016/j.compmedimag.2014.07.002] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Revised: 06/11/2014] [Accepted: 07/09/2014] [Indexed: 11/30/2022]
Abstract
The detection of MRI abnormalities that can be associated to seizures in the study of temporal lobe epilepsy (TLE) is a challenging task. In many cases, patients with a record of epileptic activity do not present any discernible MRI findings. In this domain, we propose a method that combines quantitative relaxometry and diffusion tensor imaging (DTI) with support vector machines (SVM) aiming to improve TLE detection. The main contribution of this work is two-fold: on one hand, the feature selection process, principal component analysis (PCA) transformations of the feature space, and SVM parameterization are analyzed as factors constituting a classification model and influencing its quality. On the other hand, several of these classification models are studied to determine the optimal strategy for the identification of TLE patients using data collected from multi-parametric quantitative MRI. A total of 17 TLE patients and 19 control volunteers were analyzed. Four images were considered for each subject (T1 map, T2 map, fractional anisotropy, and mean diffusivity) generating 936 regions of interest per subject, then 8 different classification models were studied, each one comprised by a distinct set of factors. Subjects were correctly classified with an accuracy of 88.9%. Further analysis revealed that the heterogeneous nature of the disease impeded an optimal outcome. After dividing patients into cohesive groups (9 left-sided seizure onset, 8 right-sided seizure onset) perfect classification for the left group was achieved (100% accuracy) whereas the accuracy for the right group remained the same (88.9%). We conclude that a linear SVM combined with an ANOVA-based feature selection+PCA method is a good alternative in scenarios like ours where feature spaces are high dimensional, and the sample size is limited. The good accuracy results and the localization of the respective features in the temporal lobe suggest that a multi-parametric quantitative MRI, ROI-based, SVM classification could be used for the identification of TLE patients. This method has the potential to improve the diagnostic assessment, especially for patients who do not have any obvious lesions in standard radiological examinations.
Collapse
Affiliation(s)
- Diego Cantor-Rivera
- Imaging Research Laboratories, Robarts Research Institute, London, ON, Canada N6A 5K8; Biomedical Engineering Graduate Program, Western University, London, ON, Canada.
| | - Ali R Khan
- Imaging Research Laboratories, Robarts Research Institute, London, ON, Canada N6A 5K8; Department of Medical Biophysics, Western University, London, ON, Canada.
| | - Maged Goubran
- Imaging Research Laboratories, Robarts Research Institute, London, ON, Canada N6A 5K8; Biomedical Engineering Graduate Program, Western University, London, ON, Canada.
| | - Seyed M Mirsattari
- Department of Clinical Neurological Sciences, Medical Biophysics, Medical Imaging and Psychology, Western University, London, ON, Canada; London Health Sciences Centre, University Hospital, B10-110, 339 Windermere Road, London, ON, Canada N6A 5A5.
| | - Terry M Peters
- Imaging Research Laboratories, Robarts Research Institute, London, ON, Canada N6A 5K8; Department of Medical Biophysics, Western University, London, ON, Canada; Biomedical Engineering Graduate Program, Western University, London, ON, Canada.
| |
Collapse
|
28
|
Li H, Xue Z, Dulay MF, Verma A, Karmonik C, Grossman RG, Wong ST. Fractional anisotropy asymmetry and the side of seizure origin for partial onset-temporal lobe epilepsy. Comput Med Imaging Graph 2014; 38:481-9. [PMID: 25037096 DOI: 10.1016/j.compmedimag.2014.06.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Revised: 04/30/2014] [Accepted: 06/16/2014] [Indexed: 11/17/2022]
Abstract
This paper presents a fractional anisotropy asymmetry (FAA) method to detect the asymmetry of white matter (WM) integrity and its correlation with the side of seizure origin for partial onset temporal lobe epilepsy (TLE) using diffusion tensor image (DTI). In this study, FAA analysis is applied to 30 patients of partial TLE (15 left, 15 right) and 14 matched normal controls. Specifically, after registering all the images with the JHU-DTI-MNI template the average FA value of each FA skeleton section is calculated using the tract-based spatial statistics (TBSS) method. Then, FAA is calculated to quantify the WM diffusivity asymmetry of the corresponding region-pairs between the left and right hemispheres. Using FAA the regional asymmetry contributing significantly to the group differences of controls and left/right TLE, as well as the left and right TLE, is identified. As a comparison, the ROI-based average FA values for WM and corresponding FAAs are also calculated. TBSS-based analysis reflects the average of local maximal FA values along the white matter skeleton sections, and ROI-based analysis shows the average of WM FA values within each anatomical region. The FAA statistical results indicated that the FA values of anatomical region-pairs are asymmetric in the ipsilateral hemisphere with seizure origin against the contralateral hemisphere. Particularly, FAA values within the temporal lobe (superior, middle, and inferior temporal WM) are significantly different between the left and right TLE patients, consistently found from both analysis methods. The study suggests that FAA values can be potentially used to identify the seizures of origin of TLE and to help understand the relationship between fiber tracts with the side of seizure origin of TLE.
Collapse
Affiliation(s)
- Hai Li
- Department of Systems Medicine and Bioengineering, Houston Methodist Research Institute, Weill Cornell Medical College, Houston, TX, United States; Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Science, Hefei, China
| | - Zhong Xue
- Department of Systems Medicine and Bioengineering, Houston Methodist Research Institute, Weill Cornell Medical College, Houston, TX, United States.
| | - Mario F Dulay
- Department of Neurosurgery, Houston Methodist Hospital, Weill Cornell Medical College, Houston, TX, United States
| | - Amit Verma
- Department of Neurosurgery, Houston Methodist Hospital, Weill Cornell Medical College, Houston, TX, United States
| | - Christof Karmonik
- Department of Neurosurgery, Houston Methodist Hospital, Weill Cornell Medical College, Houston, TX, United States
| | - Robert G Grossman
- Department of Neurosurgery, Houston Methodist Hospital, Weill Cornell Medical College, Houston, TX, United States
| | - Stephen T Wong
- Department of Systems Medicine and Bioengineering, Houston Methodist Research Institute, Weill Cornell Medical College, Houston, TX, United States
| |
Collapse
|
29
|
Bauer PR, Reitsma JB, Houweling BM, Ferrier CH, Ramsey NF. Can fMRI safely replace the Wada test for preoperative assessment of language lateralisation? A meta-analysis and systematic review. J Neurol Neurosurg Psychiatry 2014; 85:581-8. [PMID: 23986313 DOI: 10.1136/jnnp-2013-305659] [Citation(s) in RCA: 118] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Recent studies have shown that fMRI (functional magnetic resonance imaging) may be of value for pre-surgical assessment of language lateralisation. The aim of this study was to systematically review and analyse the available literature. A systematic electronic search for studies comparing fMRI with Wada testing was conducted in the PubMed database between March 2009 and November 2011. Studies involving unilateral Wada testing, study population consisting exclusively of children younger than 12 years of age or involving five patients or fewer were excluded. 22 studies (504 patients) were included. A random effects meta-analysis was conducted to obtain pooled estimates of the positive and negative predictive values of the fMRI using the Wada test as the reference standard. The impact of several study features on the performance of fMRI was assessed. The results showed that 81% of patients were correctly classified as having left or right language dominance or mixed language representation. Techniques were discordant in 19% of patients. fMRI and Wada test agreed in 94% for typical language lateralisation and in 51% for atypical language lateralisation. Language production or language comprehension tasks and different regions of interest did not yield statistically significant different results. It can be concluded that fMRI is reliable when there is strong left-lateralised language. The Wada test is warranted when fMRI fails to show clear left-lateralisation.
Collapse
Affiliation(s)
- Prisca R Bauer
- Department of Neurology and Neurosurgery, Section Brainfunction and Plasticity, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, , Utrecht, The Netherlands
| | | | | | | | | |
Collapse
|
30
|
Kinoshita M, Nakada M, Okita H, Hamada JI, Hayashi Y. Predictive value of fractional anisotropy of the arcuate fasciculus for the functional recovery of language after brain tumor resection: a preliminary study. Clin Neurol Neurosurg 2013; 117:45-50. [PMID: 24438804 DOI: 10.1016/j.clineuro.2013.12.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Revised: 11/29/2013] [Accepted: 12/02/2013] [Indexed: 11/19/2022]
Abstract
OBJECTIVE The arcuate fasciculus has been recognized as an important pathway for language processing. Brain tumors located in proximity to the fasciculus frequently cause preoperative language impairment, and in some cases, no language recovery occurs after tumor resection. No predictive value has been presented for possible postoperative language recovery after tumor resection. The aim of this study is to analyze the preoperative state of the arcuate fasciculus in the patients with brain tumor from the perspective of its usefulness as a predictive factor for postoperative recovery of language functions. METHODS For 12 right-handed patients with brain tumors in the left hemisphere, preoperative arcuate fasciculi were analyzed with fractional anisotropy (FA) of the diffusion tensor imaging (DTI) tractography. Language functions were evaluated pre- and postoperatively by using the Western Aphasia Battery (WAB). The preoperative value of the FA of the arcuate fasciculus on the lesion side was examined in relation with the language recovery. RESULTS There was a positive relationship between preoperative increasing values of the FA of the left arcuate fasciculus and improvement of the postoperative total WAB score (p=0.0056), and the scores of the naming (p=0.018), reading (p=0.029), and writing subcategories (p=0.012) CONCLUSION: The preoperative increasing value of the FA of the arcuate fasciculus in the dominant hemisphere could be a predictor for postoperative language recovery following tumor resection. Meticulous procedure should be performed especially in the cases with higher FA of the arcuate fasciculus harboring high possibility of language recovery.
Collapse
Affiliation(s)
| | | | - Hirokazu Okita
- Department of Physical Medicine and Rehabilitation, Kanazawa University, Kanazawa, Japan
| | | | - Yutaka Hayashi
- Department of Neurosurgery, Kanazawa University, Kanazawa, Japan.
| |
Collapse
|
31
|
Ellmore TM, Rohlffs F, Khursheed F. FMRI of working memory impairment after recovery from subarachnoid hemorrhage. Front Neurol 2013; 4:179. [PMID: 24223572 PMCID: PMC3818578 DOI: 10.3389/fneur.2013.00179] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Accepted: 10/23/2013] [Indexed: 11/20/2022] Open
Abstract
Recovery from aneurysmal subarachnoid hemorrhage (SAH) is often incomplete and accompanied by subtle but persistent cognitive deficits. Previous neuropsychological reports indicate these deficits include most prominently memory impairment, with working memory particularly affected. The neural basis of these memory deficits remains unknown and unexplored by functional magnetic resonance imaging (fMRI). In the present study, patients who experienced (SAH) underwent fMRI during the performance of a verbal working memory paradigm. Behavioral results indicated a subtle but statistically significant impairment relative to healthy subjects in working memory performance accuracy, which was accompanied by relatively increased blood-oxygen level dependent signal in widespread left and right hemisphere cortical areas during periods of encoding, maintenance, and retrieval. Activity increases remained after factoring out inter-individual differences in age and task performance, and included most notably left hemisphere regions associated with phonological loop processing, bilateral sensorimotor regions, and right hemisphere dorsolateral prefrontal cortex. We conclude that deficits in verbal working memory following recovery from (SAH) are accompanied by widespread differences in hemodynamic correlates of neural activity. These differences are discussed with respect to the immediate and delayed focal and global brain damage that can occur following (SAH), and the possibility that this damage induces subcortical disconnection and subsequent decreased efficiency in neural processing.
Collapse
Affiliation(s)
- Timothy M Ellmore
- Department of Psychology and Program in Behavioral and Cognitive Neuroscience, The City College of New York , New York, NY , USA
| | | | | |
Collapse
|
32
|
Harvey DY, Wei T, Ellmore TM, Hamilton AC, Schnur TT. Neuropsychological evidence for the functional role of the uncinate fasciculus in semantic control. Neuropsychologia 2013; 51:789-801. [PMID: 23395830 DOI: 10.1016/j.neuropsychologia.2013.01.028] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2012] [Revised: 01/17/2013] [Accepted: 01/31/2013] [Indexed: 11/24/2022]
Abstract
Understanding a word requires mapping sounds to a word-form and then identifying its correct meaning, which in some cases necessitates the recruitment of cognitive control processes to direct the activation of semantic knowledge in a task appropriate manner (i.e., semantic control). Neuroimaging and neuropsychological studies identify a fronto-temporal network important for word comprehension. However, little is known about the connectional architecture subserving controlled retrieval and selection of semantic knowledge during word comprehension. We used diffusion tensor imaging (DTI) and resting-state functional magnetic resonance imaging (rs-fMRI) in aphasic individuals with varying degrees of word comprehension deficits to examine the role of three white matter pathways within this network: the uncinate fasciculus (UF), inferior longitudinal fasciculus (ILF), and inferior fronto-occipital fasciculus (IFOF). Neuroimaging data from a group of age-matched controls were also collected in order to establish that the patient group had decreased structural and functional connectivity profiles. We obtained behavioral data from aphasic participants on two measures of single word comprehension that involve semantic control, and assessed pathway functional significance by correlating patients' performance with indices of pathway structural integrity and the functional connectivity profiles of regions they connect. Both the structural integrity of the UF and the functional connectivity strength of regions it connects predicted patients' performance. This result suggests the semantic control impairment in word comprehension resulted from poor neural communication between regions the UF connects. Inspections of other subcortical and cortical structures revealed no relationship with patients' performance. We conclude that the UF mediates semantic control during word comprehension by connecting regions specialized for cognitive control with those storing word meanings. These findings also support a relationship between structural and functional connectivity measures, as the rs-fMRI results provide converging evidence with those obtained using DTI.
Collapse
Affiliation(s)
- Denise Y Harvey
- Rice University, Department of Psychology, MS-25, PO Box 1892, Houston, TX 77251-1892, USA
| | | | | | | | | |
Collapse
|
33
|
Kim H, Harrison A, Kankirawatana P, Rozzelle C, Blount J, Torgerson C, Knowlton R. Major white matter fiber changes in medically intractable neocortical epilepsy in children: A diffusion tensor imaging study. Epilepsy Res 2013; 103:211-20. [PMID: 22917916 DOI: 10.1016/j.eplepsyres.2012.07.017] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2012] [Revised: 07/25/2012] [Accepted: 07/30/2012] [Indexed: 11/25/2022]
|
34
|
Häberling IS, Badzakova-Trajkov G, Corballis MC. Asymmetries of the arcuate fasciculus in monozygotic twins: genetic and nongenetic influences. PLoS One 2013; 8:e52315. [PMID: 23300971 PMCID: PMC3534675 DOI: 10.1371/journal.pone.0052315] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2012] [Accepted: 11/16/2012] [Indexed: 12/02/2022] Open
Abstract
We assessed cerebral asymmetry for language in 35 monozygotic twin pairs. Using DTI, we reconstructed the arcuate fasciculus in each twin. Among the male twins, right-handed pairs showed greater left-sided asymmetry of connectivity in the arcuate fasciculus than did those with discordant handedness, and within the discordant group the right-handers had greater left-sided volume asymmetry of the arcuate fasciculus than did their left-handed co-twins. There were no such effects in the female twins. Cerebral asymmetry for language showed more consistent results, with the more left-cerebrally dominant twins also showing more leftward asymmetry of high anisotropic fibers in the arcuate fasciculus, a result applying equally to female as to male twins. Reversals of arcuate fasciculus asymmetry were restricted to pairs discordant for language dominance, with the left-cerebrally dominant twins showing leftward and the right-cerebrally dominant twins rightward asymmetry of anisotropic diffusion in the arcuate fasciculus. Because monozygotic twin pairs share the same genotype, our results indicate a strong nongenetic component in arcuate fasciculus asymmetry, particularly in those discordant for cerebral asymmetry.
Collapse
Affiliation(s)
- Isabelle S Häberling
- Research Centre for Cognitive Neuroscience and Department of Psychology, The University of Auckland, Auckland, New Zealand.
| | | | | |
Collapse
|
35
|
Enatsu R, Kubota Y, Kakisaka Y, Bulacio J, Piao Z, O’Connor T, Horning K, Mosher J, Burgess RC, Bingaman W, Nair DR. Reorganization of posterior language area in temporal lobe epilepsy: A cortico-cortical evoked potential study. Epilepsy Res 2013; 103:73-82. [DOI: 10.1016/j.eplepsyres.2012.07.008] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2012] [Revised: 06/15/2012] [Accepted: 07/03/2012] [Indexed: 11/25/2022]
|
36
|
Altered hemispheric symmetry found in left-sided mesial temporal lobe epilepsy with hippocampal sclerosis (MTLE/HS) but not found in right-sided MTLE/HS. Magn Reson Imaging 2013; 31:53-9. [DOI: 10.1016/j.mri.2012.06.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2012] [Revised: 05/27/2012] [Accepted: 06/25/2012] [Indexed: 11/19/2022]
|
37
|
Characterization of short white matter fiber bundles in the central area from diffusion tensor MRI. Neuroradiology 2012; 54:1275-85. [DOI: 10.1007/s00234-012-1073-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2012] [Accepted: 07/12/2012] [Indexed: 10/28/2022]
|
38
|
Broicher SD, Frings L, Huppertz HJ, Grunwald T, Kurthen M, Krämer G, Jokeit H. Alterations in functional connectivity of the amygdala in unilateral mesial temporal lobe epilepsy. J Neurol 2012; 259:2546-54. [DOI: 10.1007/s00415-012-6533-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2011] [Revised: 03/20/2012] [Accepted: 04/21/2012] [Indexed: 11/24/2022]
|
39
|
Language mapping in temporal lobe epilepsy in children: special considerations. EPILEPSY RESEARCH AND TREATMENT 2012; 2012:837036. [PMID: 22957246 PMCID: PMC3420711 DOI: 10.1155/2012/837036] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2011] [Accepted: 11/06/2011] [Indexed: 02/01/2023]
Abstract
Temporal lobe epilepsy (TLE) in children is a slightly different entity than TLE in adults not only because of its semiology and pathology but also because of the different approach to surgical treatment. Presurgical investigations for eloquent cortex, especially language, must take these differences into account. Most diagnostic tests were created for adults, and many of the assessment tools need to be adapted for children because they are not just small adults. This paper will highlight the specific challenges and solutions in mapping language in a pediatric population with TLE.
Collapse
|
40
|
Tiwari VN, Jeong JW, Asano E, Rothermel R, Juhasz C, Chugani HT. A sensitive diffusion tensor imaging quantification method to detect language laterality in children: correlation with the Wada test. J Child Neurol 2011; 26:1516-21. [PMID: 21652590 PMCID: PMC3673532 DOI: 10.1177/0883073811409225] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Using diffusion tensor imaging tractography and color-coded anisotropy map quantification, we investigated asymmetry of the arcuate fasciculus to determine language laterality in children and compared it with the Wada test. Arcuate fasciculus volume and fractional anisotropy were measured after tractography. We also quantified the fiber orientation distribution in the arcuate fasciculus region, ie, the fraction of arcuate fasciculus fibers oriented in the anteroposterior and mediolateral directions. A Laterality Index was calculated for each of the measured parameters. Volumetric analysis of the arcuate fasciculus showed asymmetry favoring the language dominant hemisphere (P = .02), while fractional anisotropy showed no significant asymmetry (P = .07). The mean anteroposterior and mediolateral components on the language dominant side were significantly higher than on the nondominant side (P = .003 and .002, respectively). The Laterality Index values were concordant with the Wada test results except for 1 case. Fractional anisotropy also falsely lateralized language in 1 case.
Collapse
Affiliation(s)
- Vijay Narayan Tiwari
- Department of Pediatrics, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan,PET Center, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan
| | - Jeong-Won Jeong
- Department of Pediatrics, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan,PET Center, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan
| | - Eishi Asano
- Department of Pediatrics, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan,PET Center, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan,Department of Neurology, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan
| | - Robert Rothermel
- Department of Psychiatry, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan
| | - Csaba Juhasz
- Department of Pediatrics, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan,PET Center, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan,Department of Neurology, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan
| | - Harry T. Chugani
- Department of Pediatrics, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan,PET Center, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan,Department of Neurology, Children’s Hospital of Michigan, Wayne State University, Detroit, Michigan
| |
Collapse
|
41
|
Conner CR, Ellmore TM, DiSano MA, Pieters TA, Potter AW, Tandon N. Anatomic and electro-physiologic connectivity of the language system: a combined DTI-CCEP study. Comput Biol Med 2011; 41:1100-9. [PMID: 21851933 PMCID: PMC3223284 DOI: 10.1016/j.compbiomed.2011.07.008] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2011] [Revised: 07/14/2011] [Accepted: 07/29/2011] [Indexed: 10/17/2022]
Abstract
Here we present a novel multimodal analysis of network connectivity in the language system. We assessed connectivity of Broca's area using tractography with diffusion tensor imaging (DTI), and with cortico-cortical evoked potentials (CCEPs) to measure the spread of artificial currents applied directly to human cortex. We found that both the amplitude and latency of CCEP currents significantly correlates (r(2)=0.41, p<10(-16)) with the number of DTI pathways connecting the stimulation and recording loci. This strategy of relating electrical information flow with the neural architecture will likely yield new insights into cognitive processes.
Collapse
Affiliation(s)
- Christopher R Conner
- Vivian L. Smith Department of Neurosurgery, University of Texas Medical School at Houston, USA
| | | | | | | | | | | |
Collapse
|
42
|
Variability of the relationship between electrophysiology and BOLD-fMRI across cortical regions in humans. J Neurosci 2011; 31:12855-65. [PMID: 21900564 DOI: 10.1523/jneurosci.1457-11.2011] [Citation(s) in RCA: 134] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The relationship between blood oxygenation level-dependent (BOLD) functional MRI (fMRI) signal and the underlying neural electrical activity in humans is a topic of intense interest to systems neuroscience. This relationship has generally been assumed to be invariant regardless of the brain region and the cognitive task being studied. We critically evaluated these assumptions by comparing the BOLD-fMRI response with local field potential (LFP) measurements during visually cued common noun and verb generation in 11 humans in whom 1210 subdural electrodes were implanted. As expected, power in the mid-gamma band (60-120 Hz) correlated positively (r(2) = 0.16, p < 10(-16)) and power in the beta band (13-30 Hz) correlated negatively (r(2) = 0.09, p < 10(-16)) with the BOLD signal change. Beta and mid-gamma band activity independently explain different components of the observed BOLD signal. Importantly, we found that the location (i.e., lobe) of the recording site modulates the relationship between the electrocorticographic (ECoG) signal and the observed fMRI response (p < 10(-16), F(21,1830) = 52.7), while the type of language task does not. Across all brain regions, ECoG activity in the gamma and beta bands explains 22% of the fMRI response, but if the lobar location is considered, 28% of the variance can be explained. Further evaluation of this relationship at the level of individual gyri provides additional evidence of differences in the BOLD-LFP relationship by cortical locus. This spatial variability in the relationship between the fMRI signal and neural activity carries implications for modeling of the hemodynamic response function, an essential step for interregional fMRI comparisons.
Collapse
|
43
|
Artifact quantification and tractography from 3T MRI after placement of aneurysm clips in subarachnoid hemorrhage patients. BMC Med Imaging 2011; 11:19. [PMID: 21970560 PMCID: PMC3198881 DOI: 10.1186/1471-2342-11-19] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2011] [Accepted: 10/04/2011] [Indexed: 12/29/2022] Open
Abstract
Background The application of advanced 3T MRI imaging techniques to study recovery after subarachnoid hemorrhage (SAH) is complicated by the presence of image artifacts produced by implanted aneurysm clips. To characterize the effect of these artifacts on image quality, we sought to: 1) quantify extent of image artifact in SAH patients with implanted aneurysm clips across a range of MR sequences typically used in studies of volumetry, blood oxygen level dependent signal change (BOLD-fMRI), and diffusion-weighted imaging (DW-MRI) and 2) to explore the ability to reconstruct white matter pathways in these patients. Methods T1- and T2-weighted structural, BOLD-fMRI, and DW-MRI scans were acquired at 3T in two patients with titanium alloy clips in ACOM and left ACA respectively. Intensity-based planimetric contouring was performed on aligned image volumes to define each artifact. Artifact volumes were quantified by artifact/clip length and artifact/brain volume ratios and analyzed by two-way (scan-by-rater) ANOVAs. Tractography pathways were reconstructed from DW-MRI at varying distances from the artifacts using deterministic methods. Results Artifact volume varied by MR sequence for length (p = 0.007) and volume (p < 0.001) ratios: it was smallest for structural images, larger for DW-MRI acquisitions, and largest on fMRI images. Inter-rater reliability was high (r = 0.9626, p < 0.0001), and reconstruction of white matter connectivity characteristics increased with distance from the artifact border. In both patients, reconstructed white matter pathways of the uncinate fasciculus and inferior fronto-occipital fasciculus were clearly visible within 2 mm of the artifact border. Conclusions Advanced 3T MR can successfully image brain tissue around implanted titanium aneurysm clips at different spatial ranges depending on sequence type. White matter pathways near clip artifacts can be reconstructed and visualized. These findings provide a reference for designing functional and structural neuroimaging studies of recovery in aSAH patients after clip placement.
Collapse
|
44
|
Radhakrishnan A, James JS, Kesavadas C, Thomas B, Bahuleyan B, Abraham M, Radhakrishnan K. Utility of diffusion tensor imaging tractography in decision making for extratemporal resective epilepsy surgery. Epilepsy Res 2011; 97:52-63. [PMID: 21835594 DOI: 10.1016/j.eplepsyres.2011.07.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2011] [Revised: 06/17/2011] [Accepted: 07/10/2011] [Indexed: 10/17/2022]
Abstract
PURPOSE To assess the utility of diffusion tensor imaging tractography (DTIT) in decision making in patients considered for extratemporal resective epilepsy surgery. METHODS We subjected 49 patients with drug-resistant focal seizures due to lesions located in frontal, parietal and occipital lobes to DTIT to map the white matter fiber anatomy in relation to the planned resection zone, in addition to routine presurgical evaluation. We stratified our patients preoperatively into different grades of risk for anticipated neurological deficits as judged by the distance of the white matter tracts from the resection zones and functional cortical areas. RESULTS Thirty-seven patients underwent surgery; surgery was abandoned in 12 (24.5%) patients because of the high risk of postoperative neurological deficit. DTIT helped us to modify the surgical procedures in one-fourth of occipital, one-third of frontal, and two-thirds of parietal and multilobar resections. Overall, DTIT assisted us in surgical decision making in two-thirds of our patients. CONCLUSIONS DTIT is a noninvasive imaging strategy that can be used effectively in planning resection of epileptogenic lesions at or close to eloquent cortical areas. DTIT helps in predicting postoperative neurological outcome and thereby assists in surgical decision making and in preoperative counseling of patients with extratemporal focal epilepsies.
Collapse
Affiliation(s)
- Ashalatha Radhakrishnan
- R. Madhavan Nayar Center for Comprehensive Epilepsy Care, Sree Chitra Tirunal Institute for MedicalSciences and Technology, Trivandrum, Kerala, India
| | | | | | | | | | | | | |
Collapse
|
45
|
Mao LY, Ding J, Peng WF, Ma Y, Zhang YH, Chen CZ, Cheng WZ, Wang H, Fan W, Wang X. Disease duration and arcuate fasciculus abnormalities correlate with psychoticism in patients with epilepsy. Seizure 2011; 20:741-7. [PMID: 21798770 DOI: 10.1016/j.seizure.2011.07.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2011] [Revised: 07/01/2011] [Accepted: 07/02/2011] [Indexed: 12/01/2022] Open
Abstract
PURPOSE We sought to investigate the relationship between interictal personality changes and white matter abnormalities in epilepsy patients. METHODS A total of 65 individuals with epilepsy and 40 demographically matched controls were evaluated by Eysenck Personality Questionnaire (EPQ) and diffusion tensor imaging (DTI) on 3T. Fractional anisotropy (FA) values of fibers were acquired. The relationship between EPQ scores, clinical variables and FA values was confirmed by Pearson correlation analysis and multiple linear regression analysis. RESULTS Epilepsy patients had higher psychoticism scores (P score) and lower extraversion scores (E score) compared with controls. P scores were higher in patients with long duration (>10 years) and taking multiple antiepileptic drugs. No difference was found in E score according to all the clinical variables. Epilepsy patients showed significantly lower mean FA value compared with healthy controls in the bilateral uncinate fasciculus, cingulum bundle, arcuate fasciculus and forceps minor of the corpus callosum. Multivariate linear regression analysis revealed that duration of epilepsy and FA value of the right arcuate fasciculus was independent risk factors of psychoticism in epilepsy patients. CONCLUSIONS Long disease duration and impairment of arcuate fasciculus integrity may predispose the development of psychoticism in patients with epilepsy. Our results provide important insights into the pathophysiological mechanisms underlying personality change in epilepsy.
Collapse
Affiliation(s)
- Ling-Yan Mao
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China
| | | | | | | | | | | | | | | | | | | |
Collapse
|
46
|
Dynamic changes in superior temporal sulcus connectivity during perception of noisy audiovisual speech. J Neurosci 2011; 31:1704-14. [PMID: 21289179 DOI: 10.1523/jneurosci.4853-10.2011] [Citation(s) in RCA: 133] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Humans are remarkably adept at understanding speech, even when it is contaminated by noise. Multisensory integration may explain some of this ability: combining independent information from the auditory modality (vocalizations) and the visual modality (mouth movements) reduces noise and increases accuracy. Converging evidence suggests that the superior temporal sulcus (STS) is a critical brain area for multisensory integration, but little is known about its role in the perception of noisy speech. Behavioral studies have shown that perceptual judgments are weighted by the reliability of the sensory modality: more reliable modalities are weighted more strongly, even if the reliability changes rapidly. We hypothesized that changes in the functional connectivity of STS with auditory and visual cortex could provide a neural mechanism for perceptual reliability weighting. To test this idea, we performed five blood oxygenation level-dependent functional magnetic resonance imaging and behavioral experiments in 34 healthy subjects. We found increased functional connectivity between the STS and auditory cortex when the auditory modality was more reliable (less noisy) and increased functional connectivity between the STS and visual cortex when the visual modality was more reliable, even when the reliability changed rapidly during presentation of successive words. This finding matched the results of a behavioral experiment in which the perception of incongruent audiovisual syllables was biased toward the more reliable modality, even with rapidly changing reliability. Changes in STS functional connectivity may be an important neural mechanism underlying the perception of noisy speech.
Collapse
|
47
|
Probing brain connectivity by combined analysis of diffusion MRI tractography and electrocorticography. Comput Biol Med 2010; 41:1092-9. [PMID: 21129738 DOI: 10.1016/j.compbiomed.2010.11.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2010] [Revised: 11/11/2010] [Accepted: 11/11/2010] [Indexed: 11/20/2022]
Abstract
Electrocorticography (ECoG) allows for measurement of task-related local field potentials directly from cortex in neurosurgical patients. Diffusion tensor imaging (DTI) tractography is an MRI technique that allows for reconstruction of brain white matter tracts, which can be used to infer structural connectivity. This paper reports a novel merger of these two modalities. A processing stream is described in which fiber tracts near intracranial macroelectrodes showing task-related functional responses are isolated to explore structural networks related to working memory maintenance. Results show that ECoG-constrained tractography is useful for revealing structural connectivity patterns related to spatially- and temporally-specific functional responses.
Collapse
|
48
|
Pereira FRS, Alessio A, Sercheli MS, Pedro T, Bilevicius E, Rondina JM, Ozelo HFB, Castellano G, Covolan RJM, Damasceno BP, Cendes F. Asymmetrical hippocampal connectivity in mesial temporal lobe epilepsy: evidence from resting state fMRI. BMC Neurosci 2010; 11:66. [PMID: 20525202 PMCID: PMC2890013 DOI: 10.1186/1471-2202-11-66] [Citation(s) in RCA: 161] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2009] [Accepted: 06/02/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Mesial temporal lobe epilepsy (MTLE), the most common type of focal epilepsy in adults, is often caused by hippocampal sclerosis (HS). Patients with HS usually present memory dysfunction, which is material-specific according to the hemisphere involved and has been correlated to the degree of HS as measured by postoperative histopathology as well as by the degree of hippocampal atrophy on magnetic resonance imaging (MRI). Verbal memory is mostly affected by left-sided HS, whereas visuo-spatial memory is more affected by right HS. Some of these impairments may be related to abnormalities of the network in which individual hippocampus takes part. Functional connectivity can play an important role to understand how the hippocampi interact with other brain areas. It can be estimated via functional Magnetic Resonance Imaging (fMRI) resting state experiments by evaluating patterns of functional networks. In this study, we investigated the functional connectivity patterns of 9 control subjects, 9 patients with right MTLE and 9 patients with left MTLE. RESULTS We detected differences in functional connectivity within and between hippocampi in patients with unilateral MTLE associated with ipsilateral HS by resting state fMRI. Functional connectivity resulted to be more impaired ipsilateral to the seizure focus in both patient groups when compared to control subjects. This effect was even more pronounced for the left MTLE group. CONCLUSIONS The findings presented here suggest that left HS causes more reduction of functional connectivity than right HS in subjects with left hemisphere dominance for language.
Collapse
Affiliation(s)
- Fabrício R S Pereira
- Neuroimaging Laboratory, Department of Neurology, University of Campinas - UNICAMP, Cidade Universitária, Campinas, SP, Brazil
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|