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Tanaka T, Ihara M, Fukuma K, Mishra NK, Koepp MJ, Guekht A, Ikeda A. Pathophysiology, Diagnosis, Prognosis, and Prevention of Poststroke Epilepsy: Clinical and Research Implications. Neurology 2024; 102:e209450. [PMID: 38759128 PMCID: PMC11175639 DOI: 10.1212/wnl.0000000000209450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 03/13/2024] [Indexed: 05/19/2024] Open
Abstract
Poststroke epilepsy (PSE) is associated with higher mortality and poor functional and cognitive outcomes in patients with stroke. With the remarkable development of acute stroke treatment, there is a growing number of survivors with PSE. Although approximately 10% of patients with stroke develop PSE, given the significant burden of stroke worldwide, PSE is a significant problem in stroke survivors. Therefore, the attention of health policymakers and significant funding are required to promote PSE prevention research. The current PSE definition includes unprovoked seizures occurring more than 7 days after stroke onset, given the high recurrence risks of seizures. However, the pathologic cascade of stroke is not uniform, indicating the need for a tissue-based approach rather than a time-based one to distinguish early seizures from late seizures. EEG is a commonly used tool in the diagnostic work-up of PSE. EEG findings during the acute phase of stroke can potentially stratify the risk of subsequent seizures and predict the development of poststroke epileptogenesis. Recent reports suggest that cortical superficial siderosis, which may be involved in epileptogenesis, is a promising marker for PSE. By incorporating such markers, future risk-scoring models could guide treatment strategies, particularly for the primary prophylaxis of PSE. To date, drugs that prevent poststroke epileptogenesis are lacking. The primary challenge involves the substantial cost burden due to the difficulty of reliably enrolling patients who develop PSE. There is, therefore, a critical need to determine reliable biomarkers for PSE. The goal is to be able to use them for trial enrichment and as a surrogate outcome measure for epileptogenesis. Moreover, seizure prophylaxis is essential to prevent functional and cognitive decline in stroke survivors. Further elucidation of factors that contribute to poststroke epileptogenesis is eagerly awaited. Meanwhile, the regimen of antiseizure medications should be based on individual cardiovascular risk, psychosomatic comorbidities, and concomitant medications. This review summarizes the current understanding of poststroke epileptogenesis, its risks, prognostic models, prophylaxis, and strategies for secondary prevention of seizures and suggests strategies to advance research on PSE.
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Affiliation(s)
- Tomotaka Tanaka
- From the Department of Neurology (T.T., M.I., K.F.), National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology (N.K.M.), Yale University School of Medicine, New Haven, CT; Department of Clinical & Experimental Epilepsy (M.J.K.), UCL Queen Square Institute of Neurology, London, United Kingdom; Moscow Research and Clinical Center for Neuropsychiatry (A.G.), Pirogov Russian National Research Medical University, Russia; and Department of Epilepsy, Movement Disorders and Physiology (A.I.), Kyoto University Graduate School of Medicine, Japan
| | - Masafumi Ihara
- From the Department of Neurology (T.T., M.I., K.F.), National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology (N.K.M.), Yale University School of Medicine, New Haven, CT; Department of Clinical & Experimental Epilepsy (M.J.K.), UCL Queen Square Institute of Neurology, London, United Kingdom; Moscow Research and Clinical Center for Neuropsychiatry (A.G.), Pirogov Russian National Research Medical University, Russia; and Department of Epilepsy, Movement Disorders and Physiology (A.I.), Kyoto University Graduate School of Medicine, Japan
| | - Kazuki Fukuma
- From the Department of Neurology (T.T., M.I., K.F.), National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology (N.K.M.), Yale University School of Medicine, New Haven, CT; Department of Clinical & Experimental Epilepsy (M.J.K.), UCL Queen Square Institute of Neurology, London, United Kingdom; Moscow Research and Clinical Center for Neuropsychiatry (A.G.), Pirogov Russian National Research Medical University, Russia; and Department of Epilepsy, Movement Disorders and Physiology (A.I.), Kyoto University Graduate School of Medicine, Japan
| | - Nishant K Mishra
- From the Department of Neurology (T.T., M.I., K.F.), National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology (N.K.M.), Yale University School of Medicine, New Haven, CT; Department of Clinical & Experimental Epilepsy (M.J.K.), UCL Queen Square Institute of Neurology, London, United Kingdom; Moscow Research and Clinical Center for Neuropsychiatry (A.G.), Pirogov Russian National Research Medical University, Russia; and Department of Epilepsy, Movement Disorders and Physiology (A.I.), Kyoto University Graduate School of Medicine, Japan
| | - Matthias J Koepp
- From the Department of Neurology (T.T., M.I., K.F.), National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology (N.K.M.), Yale University School of Medicine, New Haven, CT; Department of Clinical & Experimental Epilepsy (M.J.K.), UCL Queen Square Institute of Neurology, London, United Kingdom; Moscow Research and Clinical Center for Neuropsychiatry (A.G.), Pirogov Russian National Research Medical University, Russia; and Department of Epilepsy, Movement Disorders and Physiology (A.I.), Kyoto University Graduate School of Medicine, Japan
| | - Alla Guekht
- From the Department of Neurology (T.T., M.I., K.F.), National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology (N.K.M.), Yale University School of Medicine, New Haven, CT; Department of Clinical & Experimental Epilepsy (M.J.K.), UCL Queen Square Institute of Neurology, London, United Kingdom; Moscow Research and Clinical Center for Neuropsychiatry (A.G.), Pirogov Russian National Research Medical University, Russia; and Department of Epilepsy, Movement Disorders and Physiology (A.I.), Kyoto University Graduate School of Medicine, Japan
| | - Akio Ikeda
- From the Department of Neurology (T.T., M.I., K.F.), National Cerebral and Cardiovascular Center, Osaka, Japan; Department of Neurology (N.K.M.), Yale University School of Medicine, New Haven, CT; Department of Clinical & Experimental Epilepsy (M.J.K.), UCL Queen Square Institute of Neurology, London, United Kingdom; Moscow Research and Clinical Center for Neuropsychiatry (A.G.), Pirogov Russian National Research Medical University, Russia; and Department of Epilepsy, Movement Disorders and Physiology (A.I.), Kyoto University Graduate School of Medicine, Japan
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Lee DA, Lee HJ, Park KM. Brain connectivity in status epilepticus as a predictor of outcome: A diffusion tensor imaging study. J Neuroimaging 2024; 34:393-401. [PMID: 38499979 DOI: 10.1111/jon.13196] [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: 01/03/2024] [Revised: 03/04/2024] [Accepted: 03/05/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND AND PURPOSE We aimed to explore structural connectivity in status epilepticus. METHODS We enrolled participants who underwent diffusion tensor imaging. We applied graph theory to investigate structural connectivity. We compared the structural connectivity measures between patients and healthy controls and between patients with poor (modified Rankin Scale [mRS] >3) and good (mRS ≤3) admission outcomes. RESULTS We enrolled 28 patients and 31 healthy controls (age 65.5 vs.62.0 years, p = .438). Of these patients, 16 and 12 showed poor and good admission outcome (age 65.5 vs.62.0 years, p = .438). The assortative coefficient (-0.113 vs. -0.121, p = .021), mean clustering coefficient (0.007 vs.0.006, p = .009), global efficiency (0.023 vs.0.020, p = .009), transitivity (0.007 vs.0.006, p = .009), and small-worldness index (0.006 vs.0.005, p = .021) were higher in patients with status epilepticus than in healthy controls. The assortative coefficient (-0.108 vs. -0.119, p = .042), mean clustering coefficient (0.007 vs.0.006, p = .042), and transitivity (0.008 vs.0.007, p = .042) were higher in patients with poor admission outcome than in those with good admission outcome. MRS score was positively correlated with structural connectivity measures, including the assortative coefficient (r = 0.615, p = .003), mean clustering coefficient (r = 0.544, p = .005), global efficiency (r = 0.515, p = .007), transitivity (r = 0.547, p = .007), and small-worldness index (r = 0.435, p = .024). CONCLUSION We revealed alterations in structural connectivity, showing increased integration and segregation in status epilepticus, which might be related with neuronal synchronization. This effect was more pronounced in patients with a poor admission outcome, potentially reshaping our understanding for comprehension of status epilepticus mechanisms and the development of more targeted treatments.
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Affiliation(s)
- Dong Ah Lee
- Department of Neurology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Ho-Joon Lee
- Department of Radiology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Kang Min Park
- Department of Neurology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
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Xie C, Zhao W, Zhang X, Liu J, Liu J, Xia Z. The Progress of Poststroke Seizures. Neurochem Res 2024; 49:887-894. [PMID: 38294644 DOI: 10.1007/s11064-023-04079-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 11/15/2023] [Accepted: 11/29/2023] [Indexed: 02/01/2024]
Abstract
A stroke is one of the most common fatal diseases of the nervous system, and the number of strokes per year has increased substantially in recent years. Epilepsy is a poststroke complication that greatly affects the prognosis of patients and reduces their quality of survival. Effective avoidance of causative factors can reduce the risk of a poststroke seizure. However, while many studies have been devoted to elucidating the pathogenesis of poststroke seizures, the literature lacks a comprehensive understanding of the pathogenic mechanism. This article briefly presents the current definition, risk factors, pathogenesis, and prognosis of poststroke seizures based on reported studies and literature reviews, aiming to enrich the available knowledge of this disease.
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Affiliation(s)
- Cong Xie
- Department of Gerontology, Shandong Provincial Qianfoshan Hospital, The First Affiliated Hospital of Shandong First Medical University, 16766 Jingshi Road, Jinan, 250014, China
| | - Wei Zhao
- Department of Gerontology, Shandong Provincial Qianfoshan Hospital, The First Affiliated Hospital of Shandong First Medical University, 16766 Jingshi Road, Jinan, 250014, China
| | - Xu Zhang
- Department of Gerontology, Shandong Provincial Qianfoshan Hospital, The First Affiliated Hospital of Shandong First Medical University, 16766 Jingshi Road, Jinan, 250014, China
| | - Ju Liu
- Laboratory of Microvascular Medicine, Medical Research Center, Shandong Provincial Qianfoshan Hospital, Shandong University, 16766 Jingshi Road, Jinan, 250014, China
| | - Jinzhi Liu
- Department of Gerontology, Shandong Provincial Qianfoshan Hospital, The First Affiliated Hospital of Shandong First Medical University, 16766 Jingshi Road, Jinan, 250014, China.
- Department of Neurology, Liaocheng People's Hospital and Liaocheng Clinical School of Shandong First Medical University, 67 Dongchang West Road, Liaocheng, 252000, China.
- Department of Gerontology, Cheeloo College of Medicine, Shandong Provincial Qianfoshan Hospital, Shandong University, 44 Wenhua West Road, Jinan, 250012, China.
- Department of Geriatric Neurology, Shandong Provincial Qianfoshan Hospital, The First Affiliated Hospital of Shandong First Medical University, 16766 Jingshi Road, Jinan, 250014, China.
| | - Zhangyong Xia
- Department of Neurology, Liaocheng People's Hospital, Shandong University, No. 27 South Shanda Road, Jinan, Shandong, 250012, PR China.
- Department of Neurology, Liaocheng People's Hospital and Liaocheng Hospital Affiliated to Shandong First Medical University, 67 Dongchang West Road, Liaocheng, Shandong, 252000, PR China.
- Department of Neurology, the Second People's Hospital of Liaocheng, No. 306, Health Street, Liaocheng, Shandong, 252000, PR China.
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Nakashima S, Nishibayashi H, Yako R, Ishii M, Toki N, Tomobuchi M, Nakai T, Yamoto H, Nakanishi Y, Nakao N. Factors Associated with Early and Late Seizure Related to Aneurysmal Subarachnoid Hemorrhage. Neurol Med Chir (Tokyo) 2024; 64:123-130. [PMID: 38296550 PMCID: PMC10992983 DOI: 10.2176/jns-nmc.2023-0201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/01/2023] [Indexed: 03/19/2024] Open
Abstract
Post-stroke epilepsy may occur after aneurysmal subarachnoid hemorrhage (aSAH). Both early and late seizures could cause severe neurocognitive deficits if administration of appropriate antiseizure medication is delayed. Therefore, it is important to elucidate the risk factors for early and late seizures, which could be shared with medical teams to promptly manage seizures. There are aspects of both hemorrhage and ischemia in aSAH, and thus, numerous risk factors are considered for early and late seizures. We examined factors associated with aSAH-related early and late seizures. Among 297 patients who had aSAH and underwent direct or endovascular surgery, 25 had early seizures and 20 had late seizures. Patients who did not experience any seizures in at least 2-years of follow-up (n = 81) were used as the control group. Early seizures were associated with older age and acute severe nonneurological infection, whereas late seizures were associated with intraparenchymal lesion volume >10 mL and shunt placement. In patients with late seizures, consistency was frequently observed between electroencephalogram and the presence of intraparenchymal lesions. The frontopolar electrode on electroencephalogram was highly sensitive to abnormality in early seizures. Early seizures were induced by the patient's systemic factors, which may lower the threshold for cortical excitability. Patients with intraparenchymal lesions who undergo shunt placement should be carefully followed up for late seizures.
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Affiliation(s)
- Shota Nakashima
- Department of Neurological Surgery, Wakayama Medical University
| | | | - Rie Yako
- Department of Neurological Surgery, Wakayama Medical University
| | - Masamichi Ishii
- Department of Neurological Surgery, Wakayama Medical University
| | - Naotsugu Toki
- Department of Neurological Surgery, Wakayama Medical University
| | | | - Toshihito Nakai
- Department of Neurological Surgery, Wakayama Medical University
| | - Hiromi Yamoto
- Department of Neurological Surgery, Wakayama Medical University
| | - Yoko Nakanishi
- Department of Neurological Surgery, Wakayama Medical University
| | - Naoyuki Nakao
- Department of Neurological Surgery, Wakayama Medical University
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Freiman S, Hauser WA, Rider F, Gulyaeva N, Guekht A. Post-stroke epilepsy: From clinical predictors to possible mechanisms. Epilepsy Res 2024; 199:107282. [PMID: 38134643 DOI: 10.1016/j.eplepsyres.2023.107282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 12/08/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023]
Abstract
BACKGROUND Stroke is the most common cause of newly diagnosed epilepsy in the elderly, ahead of degenerative disorders, brain tumors, and head trauma. Stroke accounts for 30-50% of unprovoked seizures in patients aged ≥ 60 years. This review discusses the current understanding of epidemiology, risk factors, mechanisms, prevention, and treatment opportunities for post-stroke epilepsy (PSE). METHODS We performed a literature search in the PubMed and Cochrane Library databases. The keywords "stroke, epilepsy", "stroke, seizure", "post-stroke seizure", "post-stroke epilepsy" were used to identify the clinical and experimental articles on PSE. All resulting titles and abstracts were evaluated, and any relevant article was considered. The reference lists of all selected papers and reference lists of selected review papers were manually analyzed to find other potentially eligible articles. RESULTS PSE occurs in about 6% of stroke patients within several years after the event. The main risk factors are cortical lesion, initial stroke severity, young age and seizures in acute stroke period (early seizures, ES). Other risk factors, such as a cardioembolic mechanism or circulation territory involvement, remain debated. The role of ES as a risk factor of PSE could be underestimated especially in young age. Mechanism of epileptogenesis may involve gliosis scarring, alteration in synaptic plasticity, etc.; and ES may enhance these processes. Statins especially in the acute period of stroke are possible agents for PSE prevention presumably due to their anticonvulsant and neuroprotection effects. Antiepileptic drugs (AED) monotherapy is enough for seizure prevention in most cases of PSE; but no evidence was found for its efficiency against epileptic foci formation. The growing interest in PSE has led to a notable increase in the number of published articles each year. To aid in navigating this expanding body of literature, several tables are included in the manuscript. CONCLUSION Further studies are needed for better understanding of the pathophysiology of PSE and searching the prevention strategies.
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Affiliation(s)
- Sofia Freiman
- Moscow Research and Clinical Center for Neuropsychiatry of the Healthcare Department of Moscow, Moscow, Russian Federation; Laboratory of Functional Biochemistry of the Nervous System, Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, Moscow, Russian Federation.
| | - W Allen Hauser
- Gertrude H. Sergievsky Center, College of Physicians and Surgeons, New York, USA
| | - Flora Rider
- Moscow Research and Clinical Center for Neuropsychiatry of the Healthcare Department of Moscow, Moscow, Russian Federation
| | - Natalia Gulyaeva
- Moscow Research and Clinical Center for Neuropsychiatry of the Healthcare Department of Moscow, Moscow, Russian Federation; Laboratory of Functional Biochemistry of the Nervous System, Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, Moscow, Russian Federation
| | - Alla Guekht
- Moscow Research and Clinical Center for Neuropsychiatry of the Healthcare Department of Moscow, Moscow, Russian Federation; Buyanov City Hospital of the Healthcare Department of Moscow, Moscow, Russian Federation; Pirogov Russian National Research Medical University, Moscow, Russian Federation
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Fukuma K, Tojima M, Tanaka T, Kobayashi K, Kajikawa S, Shimotake A, Kamogawa N, Ikeda S, Ishiyama H, Abe S, Morita Y, Nakaoku Y, Ogata S, Nishimura K, Koga M, Toyoda K, Matsumoto R, Takahashi R, Ikeda A, Ihara M. Periodic discharges plus fast activity on electroencephalogram predict worse outcomes in poststroke epilepsy. Epilepsia 2023; 64:3279-3293. [PMID: 37611936 DOI: 10.1111/epi.17760] [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: 03/11/2023] [Revised: 08/21/2023] [Accepted: 08/21/2023] [Indexed: 08/25/2023]
Abstract
OBJECTIVE Postseizure functional decline is a concern in poststroke epilepsy (PSE). However, data on electroencephalogram (EEG) markers associated with functional decline are scarce. Thus, we investigated whether periodic discharges (PDs) and their specific characteristics are associated with functional decline in patients with PSE. METHODS In this observational study, patients admitted with seizures of PSE and who had scalp EEGs were included. The association between the presence or absence of PDs and postseizure short-term functional decline lasting 7 days after admission was investigated. In patients with PD, EEG markers were explored for risk stratification of short-term functional decline, according to the American Clinical Neurophysiology Society's Standardized Critical Care EEG Terminology. The association between EEG markers and imaging findings and long-term functional decline at discharge and 6 months after discharge, defined as an increase in the modified Rankin Scale score compared with the baseline, was evaluated. RESULTS In this study, 307 patients with PSE (median age = 75 years, range = 35-97 years, 64% males; hemorrhagic stroke, 47%) were enrolled. Compared with 247 patients without PDs, 60 patients with PDs were more likely to have short-term functional decline (12 [20%] vs. 8 [3.2%], p < .001), with an adjusted odds ratio (OR) of 4.26 (95% confidence interval [CI] = 1.44-12.6, p = .009). Patients with superimposed fast-activity PDs (PDs+F) had significantly more localized (rather than widespread) lesions (87% vs. 58%, p = .003), prolonged hyperperfusion (100% vs. 62%, p = .023), and a significantly higher risk of short-term functional decline than those with PDs without fast activity (adjusted OR = 22.0, 95% CI = 1.87-259.4, p = .014). Six months after discharge, PDs+F were significantly associated with long-term functional decline (adjusted OR = 4.21, 95% CI = 1.27-13.88, p = .018). SIGNIFICANCE In PSE, PDs+F are associated with sustained neuronal excitation and hyperperfusion, which may be a predictor of postseizure short- and long-term functional decline.
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Affiliation(s)
- Kazuki Fukuma
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Maya Tojima
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Tomotaka Tanaka
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Katsuya Kobayashi
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Shunsuke Kajikawa
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Akihiro Shimotake
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Naruhiko Kamogawa
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Shuhei Ikeda
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Hiroyuki Ishiyama
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Soichiro Abe
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Yoshiaki Morita
- Department of Radiology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Yuriko Nakaoku
- Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Soshiro Ogata
- Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kunihiro Nishimura
- Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Masatoshi Koga
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kazunori Toyoda
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Riki Matsumoto
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Ryosuke Takahashi
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Akio Ikeda
- Department of Epilepsy, Movement Disorders, and Physiology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Masafumi Ihara
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
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Fu L, Yu B, Lv B, Tian Y, Zhang Y, Chen H, Yang S, Hu Y, Ren P, Li J, Gong S. Negative regulation of angiogenesis and the MAPK pathway may be a shared biological pathway between IS and epilepsy. PLoS One 2023; 18:e0286426. [PMID: 37792772 PMCID: PMC10550183 DOI: 10.1371/journal.pone.0286426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 05/16/2023] [Indexed: 10/06/2023] Open
Abstract
Ischemia stroke and epilepsy are two neurological diseases that have significant patient and societal burden, with similar symptoms of neurological deficits. However, the underlying mechanism of their co-morbidity are still unclear. In this study, we performed a combined analysis of six gene expression profiles (GSE58294, GSE22255, GSE143272, GSE88723, GSE163654, and GSE174574) to reveal the common mechanisms of IS and epilepsy. In the mouse datasets, 74 genes were co-upregulated and 7 genes were co-downregulated in the stroke and epilepsy groups. Further analysis revealed that the co-expressed differentially expressed genes (DEGs) were involved in negative regulation of angiogenesis and the MAPK signaling pathway, and this was verified by Gene Set Enrichment Analysis of human datasets and single cell RNA sequence of middle cerebral artery occlusion mice. In addition, combining DEGs of human and mouse, PTGS2, TMCC3, KCNJ2, and GADD45B were identified as cross species conserved hub genes. Meanwhile, molecular docking results revealed that trichostatin A and valproic acid may be potential therapeutic drugs. In conclusion, to our best knowledge, this study conducted the first comorbidity analysis of epilepsy and ischemic stroke to identify the potential common pathogenic mechanisms and drugs. The findings may provide an important reference for the further studies on post-stroke epilepsy.
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Affiliation(s)
- Longhui Fu
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Beibei Yu
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Boqiang Lv
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Yunze Tian
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Yongfeng Zhang
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Huangtao Chen
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Shijie Yang
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Yutian Hu
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Pengyu Ren
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Jianzhong Li
- Department of Thoracic Surgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
| | - Shouping Gong
- Department of Neurourgery, Second Affiliated Hospital of Xi’an Jiao Tong University, Xi’an, China
- Xi’an Medical University, Xi’an, China
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Tanaka T, Fukuma K, Abe S, Matsubara S, Ikeda S, Kamogawa N, Ishiyama H, Hosoki S, Kobayashi K, Shimotake A, Nakaoku Y, Ogata S, Nishimura K, Koga M, Toyoda K, Matsumoto R, Takahashi R, Ikeda A, Ihara M. Association of Cortical Superficial Siderosis with Post-Stroke Epilepsy. Ann Neurol 2023; 93:357-370. [PMID: 36053955 PMCID: PMC10087209 DOI: 10.1002/ana.26497] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 08/06/2022] [Accepted: 08/29/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To assess whether post-stroke epilepsy (PSE) is associated with neuroimaging findings of hemosiderin in a case-control study, and whether the addition of hemosiderin markers improves the risk stratification models of PSE. METHODS We performed a post-hoc analysis of the PROgnosis of POST-Stroke Epilepsy study enrolling PSE patients at National Cerebral and Cardiovascular Center, Osaka, Japan, from November 2014 to September 2019. PSE was diagnosed when one unprovoked seizure was experienced >7 days after the index stroke, as proposed by the International League Against Epilepsy. As controls, consecutive acute stroke patients with no history or absence of any late seizure or continuing antiseizure medications at least 3 months after stroke were retrospectively enrolled during the same study period. We examined cortical microbleeds and cortical superficial siderosis (cSS) using gradient-echo T2*-weighted images. A logistic regression model with ridge penalties was tuned using 10-fold cross-validation. We added the item of cSS to the existing models (SeLECT and CAVE) for predicting PSE and evaluated performance of new models. RESULTS The study included 180 patients with PSE (67 women; median age 74 years) and 1,183 controls (440 women; median age 74 years). The cSS frequency was higher in PSE than control groups (48.9% vs 5.7%, p < 0.0001). Compared with the existing models, the new models with cSS (SeLECT-S and CAVE-S) demonstrated significantly better predictive performance of PSE (net reclassification improvement 0.63 [p = 0.004] for SeLECT-S and 0.88 [p = 0.001] for CAVE-S at the testing data). INTERPRETATION Cortical superficial siderosis was associated with PSE, stratifying stroke survivors at high risk of PSE. ANN NEUROL 2023;93:357-370.
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Affiliation(s)
- Tomotaka Tanaka
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kazuki Fukuma
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Soichiro Abe
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Soichiro Matsubara
- Department of Neurology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Shuhei Ikeda
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Naruhiko Kamogawa
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Hiroyuki Ishiyama
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Satoshi Hosoki
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Katsuya Kobayashi
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Akihiro Shimotake
- Department of Epilepsy, Movement Disorders and Physiology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yuriko Nakaoku
- Departments of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Soshiro Ogata
- Departments of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kunihiro Nishimura
- Departments of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Masatoshi Koga
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Kazunori Toyoda
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Riki Matsumoto
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Ryosuke Takahashi
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Akio Ikeda
- Department of Epilepsy, Movement Disorders and Physiology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Masafumi Ihara
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
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9
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Liu F, Chen D, Fu Y, Wang H, Liu L. Incidence and association of seizures in stroke patients following endovascular treatment: A systematic review and meta-analysis. Eur J Neurol 2023; 30:134-143. [PMID: 36094786 DOI: 10.1111/ene.15564] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 09/02/2022] [Accepted: 09/06/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND PURPOSE Post-stroke seizures (PSSs) are some of the most common complications of stroke and are associated with poor outcomes in patients. Endovascular treatment (EVT) is the standard of care for patients with acute ischaemic stroke related large-vessel occlusion. However, whether EVT increases the risk of PSSs remains controversial; the association between PSSs and EVT is poorly understood. METHODS PubMed, Embase and the Cochrane Library were searched for relevant studies published from 1995 to 6 December 2021. The overall incidence of PSSs in patients treated with EVT and the separate incidence for all included studies in each subgroup, stratified by the type of treatment or time of onset, were calculated. The pooled odds ratio and confidence interval were calculated to quantify the effects of EVT on PSS occurrence. RESULTS In all, 946 studies were screened and 16 articles were included, with a total sample size of 12,664 patients; 7836 patients received EVT, of whom 460 had PSS. The pooled incidence of PSS after EVT was 5.8%, which was similar to patients treated with mechanical thrombectomy (5.3%), intra-arterial thrombolysis (6.8%) or bridging therapy (5.4%). The cumulative incidence of post-stroke epilepsy (6.0%) was almost twice that of acute symptomatic seizures (3.6%). The pooled odds ratio for the relationship between EVT and PSS was 1.91 (95% confidence interval 0.98-3.73). CONCLUSIONS The cumulative incidence of stroke patients treated with EVT who developed seizures was 5.8%, and EVT was non-significantly associated with the occurrence of seizures after stroke.
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Affiliation(s)
- Fangzhou Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Deng Chen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Yaoqi Fu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Haijiao Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Ling Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
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10
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Abe S, Tanaka T, Fukuma K, Matsubara S, Motoyama R, Mizobuchi M, Yoshimura H, Matsuki T, Manabe Y, Suzuki J, Ishiyama H, Tojima M, Kobayashi K, Shimotake A, Nishimura K, Koga M, Toyoda K, Murayama S, Matsumoto R, Takahashi R, Ikeda A, Ihara M. Interictal epileptiform discharges as a predictive biomarker for recurrence of poststroke epilepsy. Brain Commun 2022; 4:fcac312. [PMID: 36523270 PMCID: PMC9746685 DOI: 10.1093/braincomms/fcac312] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 09/13/2022] [Accepted: 11/25/2022] [Indexed: 08/05/2023] Open
Abstract
Poststroke epilepsy is a major ischaemic/haemorrhagic stroke complication. Seizure recurrence risk estimation and early therapeutic intervention are critical, given the association of poststroke epilepsy with worse functional outcomes, quality of life and greater mortality. Several studies have reported risk factors for seizure recurrence; however, in poststroke epilepsy, the role of EEG in predicting the risk of seizures remains unclear. This multicentre observational study aimed to clarify whether EEG findings constitute a risk factor for seizure recurrence in patients with poststroke epilepsy. Patients with poststroke epilepsy were recruited from the PROgnosis of POst-Stroke Epilepsy study, an observational multicentre cohort study. The enrolled patients with poststroke epilepsy were those admitted at selected hospitals between November 2014 and June 2017. All patients underwent EEG during the interictal period during admission to each hospital and were monitored for seizure recurrence over 1 year. Board-certified neurologists or epileptologists evaluated all EEG findings. We investigated the relationship between EEG findings and seizure recurrence. Among 187 patients with poststroke epilepsy (65 were women with a median age of 75 years) admitted to the lead hospital, 48 (25.7%) had interictal epileptiform discharges on EEG. During the follow-up period (median, 397 days; interquartile range, 337-450 days), interictal epileptiform discharges were positively correlated with seizure recurrence (hazard ratio, 3.82; 95% confidence interval, 2.09-6.97; P < 0.01). The correlation remained significant even after adjusting for age, sex, severity of stroke, type of stroke and generation of antiseizure medications. We detected periodic discharges in 39 patients (20.9%), and spiky/sharp periodic discharges were marginally associated with seizure recurrence (hazard ratio, 1.85; 95% confidence interval, 0.93-3.69; P = 0.08). Analysis of a validation cohort comprising 187 patients with poststroke epilepsy from seven other hospitals corroborated the association between interictal epileptiform discharges and seizure recurrence. We verified that interictal epileptiform discharges are a risk factor for seizure recurrence in patients with poststroke epilepsy. Routine EEG may facilitate the estimation of seizure recurrence risk and the development of therapeutic regimens for poststroke epilepsy.
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Affiliation(s)
- Soichiro Abe
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka 5648565, Japan
| | - Tomotaka Tanaka
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka 5648565, Japan
| | - Kazuki Fukuma
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka 5648565, Japan
| | - Soichiro Matsubara
- Department of Neurology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto 8608556, Japan
| | - Rie Motoyama
- Department of Neurology, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Tokyo 1730015, Japan
| | - Masahiro Mizobuchi
- Department of Neurology, Nakamura Memorial Hospital, Sapporo 0608570, Japan
- Clinic of Minami-ichijyo Neurology, Sapporo 0600061, Japan
| | - Hajime Yoshimura
- Department of Neurology, Kobe City Medical Center General Hospital, Kobe 6500047, Japan
| | - Takayuki Matsuki
- Department of Neurology, St Mary’s Hospital, Fukuoka 8300047, Japan
| | - Yasuhiro Manabe
- Department of Neurology, National Hospital Organization Okayama Medical Center, Okayama 7011192, Japan
| | - Junichiro Suzuki
- Department of Neurology, Toyota Memorial Hospital, Toyota 4718513, Japan
| | - Hiroyuki Ishiyama
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka 5648565, Japan
| | - Maya Tojima
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto 6068507, Japan
| | - Katsuya Kobayashi
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto 6068507, Japan
| | - Akihiro Shimotake
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto 6068507, Japan
| | - Kunihiro Nishimura
- Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka 5648565, Japan
| | - Masatoshi Koga
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka 5648565, Japan
| | - Kazunori Toyoda
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka 5648565, Japan
| | - Shigeo Murayama
- Department of Neurology, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Tokyo 1730015, Japan
| | - Riki Matsumoto
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe 6500017, Japan
| | - Ryosuke Takahashi
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto 6068507, Japan
| | - Akio Ikeda
- Department of Epilepsy, Movement Disorders and Physiology, Kyoto University Graduate School of Medicine, Kyoto 6068507, Japan
| | - Masafumi Ihara
- Correspondence to: Masafumi Ihara, MD, PhD Department of Neurology, National Cerebral and Cardiovascular Center 6-1 Kishibeshimmachi, Suita, Osaka 564-8565, Japan E-mail:
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11
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Ren Z, Wen Q, Yan X, Wang Y, Zhang Y. Post-stroke epilepsy and risk of all-cause mortality: A systematic review and meta-analysis of cohort studies. Clin Neurol Neurosurg 2022; 220:107362. [PMID: 35839716 DOI: 10.1016/j.clineuro.2022.107362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/10/2022] [Accepted: 07/03/2022] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Post-stroke epilepsy (PSE) has been suggested as a predictor of poor prognosis. We aimed to evaluate the association between PSE and all-cause mortality via a meta-analysis. METHODS Relevant cohort studies were identified by search of electronic databases including PubMed, Embase, and Web of Science. Two authors independently performed database search, data collection, and study quality evaluation. A randomized-effect model incorporating the possible between-study heterogeneity was used to pool the results. RESULTS Overall, ten cohort studies including 177,929 patients with stroke contributed to the meta-analysis. Of them, 15,836 (8.9%) had PSE during a mean follow-up of 4 years. Compared to stroke survivors without PSE, patients with PSE had a significantly increased risk of all-cause death (odds ratio [OR]: 1.68, 95% confidence interval: 1.51-1.87, p < 0.001; I2 = 80%). Subgroup analyses showed consistent association in patients with ischemic and hemorrhagic stroke, in prospective and retrospective studies, in PSE diagnosed as unprovoked seizure occurred more than 7 days and 14 days after stroke, in studies with follow-up durations within or over 5 years, and in studies with different quality scores (p for subgroup effect all < 0.05). The Galbraith plot identified three outlier studies which may contribute to the heterogeneity of the meta-analysis, and all of the three studies were database-linked studies. The between-study heterogeneity was significantly reduced after removing the three database-linked studies (OR: 1.39, 95% CI: 1.18-1.62, p < 0.001; I2 = 0%). CONCLUSION PSE was associated with a higher risk of all-cause mortality.
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Affiliation(s)
- Zhong Ren
- Center of Cerebral Diseases, The Affiliated Hospital of Changchun University of Chinese Medicine, Changchun 130000, China
| | - Quan Wen
- Center of Cerebral Diseases, The Third Affiliated Hospital of Changchun University of Chinese Medicine, Changchun 130000, China
| | - Xue Yan
- Center of Cerebral Diseases, The Third Affiliated Hospital of Changchun University of Chinese Medicine, Changchun 130000, China
| | - Ying Wang
- Center of Cerebral Diseases, The Third Affiliated Hospital of Changchun University of Chinese Medicine, Changchun 130000, China
| | - Yidan Zhang
- Center of Cerebral Diseases, The Affiliated Hospital of Changchun University of Chinese Medicine, Changchun 130000, China.
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