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Hao S, Duan Y, Qi L, Li Z, Ren J, Nangale N, Yang C. A resting-state fMRI study of temporal lobe epilepsy using multivariate pattern analysis and Granger causality analysis. J Neuroimaging 2022; 32:977-990. [PMID: 35670638 DOI: 10.1111/jon.13012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND AND PURPOSE Understanding the pathogenesis of temporal lobe epilepsy (TLE) is essential for its diagnosis and treatment. The study aimed to explore regional homogeneity (ReHo) and changes in effective connectivity (EC) between brain regions in TLE patients, hoping to discover potential abnormalities in certain brain regions in TLE patients. METHODS Resting-state functional magnetic resonance data were collected from 23 TLE patients and 32 normal controls (NC). ReHo was used as a feature of multivariate pattern analysis (MVPA) to explore the ability of its alterations in identifying TLE. Based on the results of the MVPA, certain brain regions were selected as seed points to further explore alterations in EC between brain regions using Granger causality analysis. RESULTS MVPA results showed that the classification accuracy for the TLE and NC groups was 87.27%, and the right posterior cerebellum lobe, right lingual gyrus (LING_R), right cuneus (CUN_R), and left superior temporal gyrus (STG_L) provided significant contributions. Moreover, the EC from STG_L to right fusiform gyrus (FFG_R) and LING_R and the EC from CUN_R to the right occipital superior gyrus (SOG_R) and right occipital middle gyrus (MOG_R) were altered compared to the NC group. CONCLUSION The MVPA results indicated that ReHo abnormalities in brain regions may be an important feature in the identification of TLE. The enhanced EC from STG_L to FFG_R and LING_R indicates a shift in language processing to the right hemisphere, and the weakened EC from SOG_R and MOG_R to CUN_R may reveal an underlying mechanism of TLE.
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Affiliation(s)
- Siyao Hao
- Faculty of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Ying Duan
- Beijing Universal Medical Imaging Diagnostic Center, Beijing, China
| | - Lei Qi
- Beijing Universal Medical Imaging Diagnostic Center, Beijing, China
| | - Zhimei Li
- Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jiechuan Ren
- Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | | | - Chunlan Yang
- Faculty of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
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Chu Y, Wu J, Wang D, Huang J, Li W, Zhang S, Ren H. Altered voxel-mirrored homotopic connectivity in right temporal lobe epilepsy as measured using resting-state fMRI and support vector machine analyses. Front Psychiatry 2022; 13:958294. [PMID: 35958657 PMCID: PMC9360423 DOI: 10.3389/fpsyt.2022.958294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 06/28/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Prior reports revealed abnormalities in voxel-mirrored homotopic connectivity (VMHC) when analyzing neuroimaging data from patients with various psychiatric conditions, including temporal lobe epilepsy (TLE). Whether these VHMC changes can be leveraged to aid in the diagnosis of right TLE (rTLE), however, remains to be established. This study was thus developed to examine abnormal VMHC findings associated with rTLE to determine whether these changes can be used to guide rTLE diagnosis. METHODS The resultant imaging data of resting-state functional MRI (rs-fMRI) analyses of 59 patients with rTLE and 60 normal control individuals were analyzed using VMHC and support vector machine (SVM) approaches. RESULTS Relative to normal controls, patients with rTLE were found to exhibit decreased VMHC values in the bilateral superior and the middle temporal pole (STP and MTP), the bilateral middle and inferior temporal gyri (MTG and ITG), and the bilateral orbital portion of the inferior frontal gyrus (OrbIFG). These patients further exhibited increases in VMHC values in the bilateral precentral gyrus (PreCG), the postcentral gyrus (PoCG), and the supplemental motor area (SMA). The ROC curve of MTG VMHC values showed a great diagnostic efficacy in the diagnosis of rTLE with AUCs, sensitivity, specificity, and optimum cutoff values of 0.819, 0.831, 0.717, and 0.465. These findings highlight the value of the right middle temporal gyrus (rMTG) when differentiating between rTLE and control individuals, with a corresponding SVM analysis yielding respective accuracy, sensitivity, and specificity values of 70.59% (84/119), 78.33% (47/60), and 69.49% (41/59). CONCLUSION In summary, patients with rTLE exhibit various forms of abnormal functional connectivity, and SVM analyses support the potential value of abnormal VMHC values as a neuroimaging biomarker that can aid in the diagnosis of this condition.
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Affiliation(s)
- Yongqiang Chu
- Department of Imaging Center, Tianyou Hospital, Affiliated to Wuhan University of Science and Technology, Wuhan, China.,Key Laboratory of Occupational Hazards and Identification, Wuhan University of Science and Technology, Wuhan, China
| | - Jun Wu
- Department of Neurosurgery, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Du Wang
- Department of Imaging Center, Tianyou Hospital, Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Junli Huang
- Department of Imaging Center, Tianyou Hospital, Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Wei Li
- Department of Otolaryngology-Head and Neck Surgery, Wuhan Asia General Hospital, Wuhan, China
| | - Sheng Zhang
- Department of Psychiatry, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hongwei Ren
- Department of Imaging Center, Tianyou Hospital, Affiliated to Wuhan University of Science and Technology, Wuhan, China
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Li ZZ, Han WJ, Sun ZC, Chen Y, Sun JY, Cai GH, Liu WN, Wang TZ, Xie YD, Mao HH, Wang F, Ma SB, Wang FD, Xie RG, Wu SX, Luo C. Extracellular matrix protein laminin β1 regulates pain sensitivity and anxiodepression-like behaviors in mice. J Clin Invest 2021; 131:e146323. [PMID: 34156983 DOI: 10.1172/jci146323] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 06/16/2021] [Indexed: 01/11/2023] Open
Abstract
Patients with neuropathic pain often experience comorbid psychiatric disorders. Cellular plasticity in the anterior cingulate cortex (ACC) is assumed to be a critical interface for pain perception and emotion. However, substantial efforts have thus far been focused on the intracellular mechanisms of plasticity rather than the extracellular alterations that might trigger and facilitate intracellular changes. Laminin, a key element of the extracellular matrix (ECM), consists of one α-, one β-, and one γ-chain and is implicated in several pathophysiological processes. Here, we showed in mice that laminin β1 (LAMB1) in the ACC was significantly downregulated upon peripheral neuropathy. Knockdown of LAMB1 in the ACC exacerbated pain sensitivity and induced anxiety and depression. Mechanistic analysis revealed that loss of LAMB1 caused actin dysregulation via interaction with integrin β1 and the subsequent Src-dependent RhoA/LIMK/cofilin pathway, leading to increased presynaptic transmitter release probability and abnormal postsynaptic spine remodeling, which in turn orchestrated the structural and functional plasticity of pyramidal neurons and eventually resulted in pain hypersensitivity and anxiodepression. This study sheds new light on the functional capability of ECM LAMB1 in modulating pain plasticity and identifies a mechanism that conveys extracellular alterations to intracellular plasticity. Moreover, we identified cingulate LAMB1/integrin β1 signaling as a promising therapeutic target for the treatment of neuropathic pain and associated anxiodepression.
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Affiliation(s)
- Zhen-Zhen Li
- Department of Neurobiology, School of Basic Medicine.,Department of Neurosurgery, Xijing Hospital, and
| | - Wen-Juan Han
- Department of Neurobiology, School of Basic Medicine
| | - Zhi-Chuan Sun
- Department of Neurobiology, School of Basic Medicine
| | - Yun Chen
- The Second Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Jun-Yi Sun
- The Second Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Guo-Hong Cai
- Department of Neurobiology, School of Basic Medicine
| | - Wan-Neng Liu
- Department of Neurobiology, School of Basic Medicine.,College of Life Sciences, Northwest University, Xi'an, China
| | - Tao-Zhi Wang
- Department of Neurobiology, School of Basic Medicine.,Department of Anesthesiology, The Second Hospital of Jilin University, Changchun, China
| | - Yang-Dan Xie
- The Second Regiment, School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Hong-Hui Mao
- Department of Neurobiology, School of Basic Medicine
| | - Fei Wang
- Department of Neurobiology, School of Basic Medicine.,Medical Experiment Center, Shaanxi University of Chinese Medicine, China
| | - Sui-Bin Ma
- Department of Neurobiology, School of Basic Medicine
| | - Fu-Dong Wang
- Department of Neurobiology, School of Basic Medicine
| | - Rou-Gang Xie
- Department of Neurobiology, School of Basic Medicine
| | - Sheng-Xi Wu
- Department of Neurobiology, School of Basic Medicine
| | - Ceng Luo
- Department of Neurobiology, School of Basic Medicine
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Shi K, Pang X, Wang Y, Li C, Long Q, Zheng J. Altered interhemispheric functional homotopy and connectivity in temporal lobe epilepsy based on fMRI and multivariate pattern analysis. Neuroradiology 2021; 63:1873-1882. [PMID: 33938990 DOI: 10.1007/s00234-021-02706-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 03/29/2021] [Indexed: 01/25/2023]
Abstract
PURPOSE This study aimed to investigate how the functional homotopy and further functional connectivity (FC) of whole brain changed in temporal lobe epilepsy (TLE). We also evaluated which brain regions played a decisive role in classification by using functional magnetic resonance imaging (fMRI). METHODS Patients with TLE and matched healthy controls were included to collect the fMRI data and perform the voxel-mirrored homotopic connectivity (VMHC) and FC analyses. The correlation between the changed functional homotopy and neuropsychology tests was examined. Based on VMHC, the weight of each region in the classification was obtained using multivariate pattern analysis (MVPA). RESULTS The patients exhibited decreased functional coordination in the bilateral inferior temporal gyrus (ITG) and increased functional homotopy in the bilateral lingual gyrus compared with the control group in the VMHC analysis. Compared with healthy controls, the Montreal Cognitive Assessment score was lower, and the scores of Hamilton Anxiety (HAMA) and Hamilton Depression Scales were higher. The score of the HAMA Scale was positively correlated with the altered bilateral ITG. The FC analysis revealed increased connections between the right lingual gyrus and the left superior temporal gyrus/left insula. The MVPA showed that the accuracy, sensitivity, and specificity of classification were 68.49, 66.67 and 70.27%, respectively, and it confirmed that the temporal lobe, cerebellum, and parietal lobe provided significant contributions. CONCLUSION These findings demonstrated that the VMHC and FC changed in TLE, and the alterations were correlated with the anxiety state. The MVPA indicated that the abnormal VMHC was a crucial fMRI feature.
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Affiliation(s)
- Ke Shi
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaomin Pang
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yiling Wang
- Department of Radiology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Chunyan Li
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qijia Long
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jinou Zheng
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China.
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Juvale IIA, Che Has AT. Possible interplay between the theories of pharmacoresistant epilepsy. Eur J Neurosci 2020; 53:1998-2026. [PMID: 33306252 DOI: 10.1111/ejn.15079] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 11/22/2020] [Accepted: 12/04/2020] [Indexed: 02/06/2023]
Abstract
Epilepsy is one of the oldest known neurological disorders and is characterized by recurrent seizure activity. It has a high incidence rate, affecting a broad demographic in both developed and developing countries. Comorbid conditions are frequent in patients with epilepsy and have detrimental effects on their quality of life. Current management options for epilepsy include the use of anti-epileptic drugs, surgery, or a ketogenic diet. However, more than 30% of patients diagnosed with epilepsy exhibit drug resistance to anti-epileptic drugs. Further, surgery and ketogenic diets do little to alleviate the symptoms of patients with pharmacoresistant epilepsy. Thus, there is an urgent need to understand the underlying mechanisms of pharmacoresistant epilepsy to design newer and more effective anti-epileptic drugs. Several theories of pharmacoresistant epilepsy have been suggested over the years, the most common being the gene variant hypothesis, network hypothesis, multidrug transporter hypothesis, and target hypothesis. In our review, we discuss the main theories of pharmacoresistant epilepsy and highlight a possible interconnection between their mechanisms that could lead to the development of novel therapies for pharmacoresistant epilepsy.
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Affiliation(s)
- Iman Imtiyaz Ahmed Juvale
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Malaysia
| | - Ahmad Tarmizi Che Has
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Malaysia
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Xu W, Zhang S, Feng Y, Zhang C, Xiao Y, Tian F. iTRAQ-based proteomic analysis of the hippocampus of pentylenetetrazole-kindled epileptic rats. Int J Dev Neurosci 2020; 81:125-141. [PMID: 33316100 DOI: 10.1002/jdn.10082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 11/24/2020] [Accepted: 12/09/2020] [Indexed: 11/06/2022] Open
Abstract
Epilepsy can severely affect the quality of life of patients, who are often at higher risk of mortality. However, the molecular mechanisms and pathogenesis underlying epileptogenesis are poorly understood. In this study, we performed a proteomic analysis of the hippocampus in pentylenetetrazole (PTZ)-kindled epileptic rats to explore the molecular mechanisms of epileptogenesis. We established an epileptic model in Sprague Dawley rats by injecting PTZ intraperitoneally and applied isobaric tags for relative and absolute quantification (iTRAQ) technology integrated with liquid chromatography-tandem mass spectrometry (LC-MS/MS) to identify differentially expressed proteins (DEPs) in the hippocampus. A total of 99 proteins, comprising 93 upregulated and 6 downregulated proteins, were identified based on a fold change >1.2 (or <0.83) and a p-value < .05. A further bioinformatics analysis suggested that the candidate proteins were mainly involved in the ubiquitin ligase complex or metabolite homeostasis or acted as intrinsic components of the membrane. A Kyoto Encyclopedia of Gene and Genomes (KEGG) pathway enrichment analysis identified a series of representative pathological pathways, including the calcium signaling pathway, neuroactive ligand-receptor interaction pathway, and the NF-kappa B pathway. The mass spectrometry results were further confirmed by assessing five representative proteins (Akt1, Syvn1, Amfr, Lamb1, and Cox17) using western blotting and immunohistochemistry. These results may help to reveal the molecular mechanisms underlying epileptogenesis and provide new directions or targets for epilepsy research.
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Affiliation(s)
- Weiye Xu
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Siyuan Zhang
- Department of Neurology, Hunan Provincial People's Hospital, Changsha, P.R. China
| | - Yanyan Feng
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Chen Zhang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Yeqing Xiao
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, P.R. China
| | - Fafa Tian
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, P.R. China
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Fang M, Xi ZQ, Wu Y, Wang XF. A new hypothesis of drug refractory epilepsy: neural network hypothesis. Med Hypotheses 2011; 76:871-6. [PMID: 21429675 DOI: 10.1016/j.mehy.2011.02.039] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2010] [Revised: 02/16/2011] [Accepted: 02/20/2011] [Indexed: 01/16/2023]
Abstract
Drug refractory is an important clinical problem in epilepsy, affecting a substantial number of patients globally. Mechanisms underlying drug refractory need to be understood to develop rational therapies. Current two prevailing theories on drug refractory epilepsy (DRE) include the target hypothesis and the transporter hypothesis. However, those hypotheses could not be adequate to explain the mechanisms of all the DRE. Thus, we propose another possible mechanism of DRE, which is neural network hypothesis. It is hypothesized that seizure-induced alterations of brain plasticity including axonal sprouting, synaptic reorganization, neurogenesis and gliosis could contribute to the formation of abnormal neural network, which has not only avoided the inhibitory effect of endogenous antiepileptic system but also prevented the traditional antiepileptic drugs from entering their targets, eventually leading to DRE. We will illustrate this hypothesis at molecular and structural level based on our recent studies and other related researches.
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Affiliation(s)
- Min Fang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing Key Laboratory of Neurology, 1 You Yi Road, Chongqing 400016, China
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Wu Y, Wang XF, Mo XA, Li JM, Yuan J, Zheng JO, Feng Y, Tang M. Expression of laminin β1 and integrin α2 in the anterior temporal neocortex tissue of patients with intractable epilepsy. Int J Neurosci 2011; 121:323-8. [PMID: 21370991 DOI: 10.3109/00207454.2011.558224] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
We investigated the expression of laminin β1 and integrin α2 in the anterior temporal neocortex tissue of patients with intractable epilepsy and explored the role of these molecules in the pathogenesis of this disease. Immunohistochemistry and immunofluorescence were used to test the expression of laminin β1 and integrin α2 in samples (from the brain bank of our department, n=32) of surgically removed anterior temporal neocortex tissues from intractable epilepsy patients, and the results were compared with those of controls (n=10). We found that laminin β1 and integrin α2 protein expression was significantly increased in the anterior temporal neocortex as compared with controls (immunohistochemistry optical density: laminin β1 = 0.36 ± 0.01 vs. 0.10 ± 0.03 for control; integrin α2=0.42 ± 0.02 vs. 0.04 ± 0.01 for control; p<.05). Immunofluorescence staining indicated that laminin β1 and integrin α2 accumulated in the plasma membrane and cytoplasm, with strong fluorescence intensity in the anterior temporal neocortex tissue of patients with intractable epilepsy. Thus, our work demonstrates that laminin β1 and integrin α2 expression is elevated in the anterior temporal neocortex tissue from patients with intractable epilepsy.
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Affiliation(s)
- Yuan Wu
- Department of Neurology, the First Affiliated Hospital, Guangxi Medical University, Nanning, Guangxi, China.
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WU YUAN, FENG YUN, PANG JIARONG, TANG MEI, LIU XIUYING, LI JIAQUAN, WANG XUEFENG. STUDY ON EXPRESSION OF LAMININ IN PATIENTS WITH INTRACTABLE EPILEPSY. Int J Neurosci 2009; 119:2219-27. [DOI: 10.3109/00207450903170320] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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