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Federico EM, Carroll K, McGrath M, Walker M, Stafstrom I, Skinner E, Maraghe M, Levitt MR. Incidence and risk factors of post-stroke seizure among ischemic stroke patients. J Stroke Cerebrovasc Dis 2024; 33:108072. [PMID: 39401576 DOI: 10.1016/j.jstrokecerebrovasdis.2024.108072] [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: 07/04/2024] [Revised: 09/29/2024] [Accepted: 10/08/2024] [Indexed: 10/20/2024] Open
Abstract
BACKGROUND Post-stroke seizure (PSS) increases morbidity and mortality after ischemic stroke, but a comprehensive understanding of its incidence and risk factors is lacking. We report the rate and risk factors of PSS at a single institution. METHODS A retrospective cohort study of adult acute ischemic stroke patients between 2018 and 2022 at a comprehensive stroke center was conducted. Patients with a history of seizures, additional stroke during index admission, or death within 7 days of stroke onset were excluded. Early PSS was defined as a new seizure occurring ≤7 days after stroke onset, while late PSS occurred >7 days after stroke onset. Multivariable logistic regression and cox proportional hazard analysis was conducted. RESULTS 1211 participants met inclusion criteria. Patients were a mean age of 67.82 and were primarily male (58.7 %), white (72.6 %), and non-Hispanic (91.9 %). Incidence of PSS was 8.8 % (n = 106), of which 53.8 % (n = 57) were early and 46.2 % (n = 49) were late. Bivariate analysis identified younger age, diabetes, baseline National Institutes of Health Stroke Scale (NIHSS), Alberta Stroke Program Early Computed Tomography Score ≤5, cortical involvement, and hemorrhagic transformation as significant in the development of PSS. Multivariable cox proportional hazard analysis identified cortical involvement (hazard ratio [HR]: 2.31, 95 % confidence interval [CI] [1,29, 4.14]), NIHSS ≥ 21 (HR: 1.82, 95 % CI [1.02, 3.22]),and younger age (HR: 0.97, 95 % CI [0.96, 0.98]) as significant PSS predictors. CONCLUSION PSS occurred in 8.8 % of patients presenting with ischemic stroke. Hemorrhagic transformation, cortical involvement, high NIHSS, and younger age were significant predictors of PSS.
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Affiliation(s)
- Emma M Federico
- Stroke & Applied NeuroScience Center, University of Washington, Seattle WA, USA; Stritch School of Medicine, Loyola University Chicago, Maywood IL, USA; Department of Neurological Surgery, University of Washington, Seattle WA, USA
| | - Kate Carroll
- Stroke & Applied NeuroScience Center, University of Washington, Seattle WA, USA; Department of Neurological Surgery, University of Washington, Seattle WA, USA
| | - Margaret McGrath
- Stroke & Applied NeuroScience Center, University of Washington, Seattle WA, USA; Department of Neurological Surgery, University of Washington, Seattle WA, USA
| | - Melanie Walker
- Stroke & Applied NeuroScience Center, University of Washington, Seattle WA, USA; Department of Neurological Surgery, University of Washington, Seattle WA, USA; Department of Neurology, University of Washington, Seattle WA, USA
| | - Isaac Stafstrom
- Stroke & Applied NeuroScience Center, University of Washington, Seattle WA, USA
| | - Erica Skinner
- Stroke & Applied NeuroScience Center, University of Washington, Seattle WA, USA
| | - Margot Maraghe
- Stroke & Applied NeuroScience Center, University of Washington, Seattle WA, USA; Elson S. Floyd College of Medicine, Washington State University, Spokane WA, USA
| | - Michael R Levitt
- Stroke & Applied NeuroScience Center, University of Washington, Seattle WA, USA; Department of Neurological Surgery, University of Washington, Seattle WA, USA; Department of Radiology, University of Washington, Seattle WA, USA; Mechanical Engineering, University of Washington, Seattle WA, USA.
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Meijer WC, Gorter JA. Role of blood-brain barrier dysfunction in the development of poststroke epilepsy. Epilepsia 2024; 65:2519-2536. [PMID: 39101543 DOI: 10.1111/epi.18072] [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: 02/08/2024] [Revised: 07/12/2024] [Accepted: 07/17/2024] [Indexed: 08/06/2024]
Abstract
Stroke is a major contributor to mortality and morbidity worldwide and the most common cause of epilepsy in the elderly in high income nations. In recent years, it has become increasingly evident that both ischemic and hemorrhagic strokes induce dysfunction of the blood-brain barrier (BBB), and that this impairment can contribute to epileptogenesis. Nevertheless, studies directly comparing BBB dysfunction and poststroke epilepsy (PSE) are largely absent. Therefore, this review summarizes the role of BBB dysfunction in the development of PSE in animal models and clinical studies. There are multiple mechanisms whereby stroke induces BBB dysfunction, including increased transcytosis, tight junction dysfunction, spreading depolarizations, astrocyte and pericyte loss, reactive astrocytosis, angiogenesis, matrix metalloproteinase activation, neuroinflammation, adenosine triphosphate depletion, oxidative stress, and finally cell death. The degree to which these effects occur is dependent on the severity of the ischemia, whereby cell death is a more prominent mechanism of BBB disruption in regions of critical ischemia. BBB dysfunction can contribute to epileptogenesis by increasing the risk of hemorrhagic transformation, increasing stroke size and the amount of cerebral vasogenic edema, extravasation of excitatory compounds, and increasing neuroinflammation. Furthermore, albumin extravasation after BBB dysfunction contributes to epileptogenesis primarily via increased transforming growth factor β signaling. Finally, seizures themselves induce BBB dysfunction, thereby contributing to epileptogenesis in a cyclical manner. In repairing this BBB dysfunction, pericyte migration via platelet-derived growth factor β signaling is indispensable and required for reconstruction of the BBB, whereby astrocytes also play a role. Although animal stroke models have their limitations, they provide valuable insights into the development of potential therapeutics designed to restore the BBB after stroke, with the ultimate goal of improving outcomes and minimizing the occurrence of PSE. In pursuit of this goal, rapamycin, statins, losartan, semaglutide, and metformin show promise, whereby modulation of pericyte migration could also be beneficial.
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Affiliation(s)
- Wouter C Meijer
- Swammerdam Institute for Life Sciences, Center for Neuroscience, University of Amsterdam, Amsterdam, the Netherlands
| | - Jan A Gorter
- Swammerdam Institute for Life Sciences, Center for Neuroscience, University of Amsterdam, Amsterdam, the Netherlands
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Mohamed AA, Tan JK, Tan MM, Khoo CS, Wan Yahya WNN, Abd Rahman MSH, Sutan R, Tan HJ. Risk Factors for Post-Stroke Seizures in a Tertiary Care Center: A Case-Control Study. Neuropsychiatr Dis Treat 2024; 20:1615-1628. [PMID: 39220600 PMCID: PMC11363945 DOI: 10.2147/ndt.s473483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 08/08/2024] [Indexed: 09/04/2024] Open
Abstract
Purpose Stroke is the second leading cause of global deaths. Post-stroke seizures (PSS) can lead to lasting complications, such as prolonged hospitalizations, increased disability rates, and higher mortality. Our study investigates the associated factors that contribute to post-stroke seizures in patients at a local tertiary hospital. Patients and Methods We designed a case-control study where patients admitted with PSS were recruited with consent. Controls admitted for stroke without seizure were then included. Suitability based on exclusion criteria was ensured before recording their sociodemographic and clinical data. An EEG was performed and read by two certified neurologists before the data was analyzed. Results We recruited 180 participants, 90 cases and 90 matched controls. Gender (p=0.013), race (p=0.015), dyslipidemia (p<0.001), prior stroke (p<0.031), large artery atherosclerosis (p<0.001), small vessel occlusions (p<0.001), blood pressure on presentation (p<0.028) and thrombolysis administration (p<0.029) were significantly associated with the occurrence of PSS. An increase in odds of PSS was observed in the male gender (1.974), dyslipidemia (3.480), small vessel occlusions (4.578), and in participants with epileptiform changes on EEG (3.630). Conversely, lower odds of PSS were seen in participants with high blood pressure on presentation (0.505), large artery atherosclerosis (0.266), and those who underwent thrombolysis (0.319). Conclusion This study emphasized that identifying post-stroke seizures may be aided by EEGs and recognizing at-risk groups, which include males of Chinese descent in Asia, dyslipidemia, small vessel occlusions, those with low to normal blood pressure on presentation, and epileptiform changes in EEGs.
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Affiliation(s)
- Aminath Afaa Mohamed
- Department of Medicine, Faculty of Medicine, National University of Malaysia, Kuala Lumpur, 56000, Malaysia
- Department of Medicine, Hospital Canselor Tuanku Muhriz, Cheras, Kuala Lumpur, 56000, Malaysia
| | - Juen Kiem Tan
- Department of Medicine, Faculty of Medicine, National University of Malaysia, Kuala Lumpur, 56000, Malaysia
- Department of Medicine, Hospital Canselor Tuanku Muhriz, Cheras, Kuala Lumpur, 56000, Malaysia
| | | | - Ching Soong Khoo
- Department of Medicine, Faculty of Medicine, National University of Malaysia, Kuala Lumpur, 56000, Malaysia
- Department of Medicine, Hospital Canselor Tuanku Muhriz, Cheras, Kuala Lumpur, 56000, Malaysia
| | - Wan Nur Nafisah Wan Yahya
- Department of Medicine, Faculty of Medicine, National University of Malaysia, Kuala Lumpur, 56000, Malaysia
- Department of Medicine, Hospital Canselor Tuanku Muhriz, Cheras, Kuala Lumpur, 56000, Malaysia
| | | | - Rosnah Sutan
- Department of Medicine, Hospital Canselor Tuanku Muhriz, Cheras, Kuala Lumpur, 56000, Malaysia
- Department of Community Health, Faculty of Medicine, National University of Malaysia, Kuala Lumpur, 56000, Malaysia
| | - Hui Jan Tan
- Department of Medicine, Faculty of Medicine, National University of Malaysia, Kuala Lumpur, 56000, Malaysia
- Department of Medicine, Hospital Canselor Tuanku Muhriz, Cheras, Kuala Lumpur, 56000, Malaysia
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Ishihara H, Kohyama S, Nishida S, Kumagai K, Hayashi S, Kato H. Effect of Intravenous Thrombolysis and Mechanical Thrombectomy on the Incidence of Acute Symptomatic Seizure and Post-Stroke Epilepsy in Patients with Acute Large-Vessel Occlusion. JOURNAL OF NEUROENDOVASCULAR THERAPY 2024; 18:207-212. [PMID: 39166095 PMCID: PMC11333155 DOI: 10.5797/jnet.oa.2024-0007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 05/01/2024] [Indexed: 08/22/2024]
Abstract
Objective Reperfusion therapy, such as intravenous tissue-plasminogen activator (IV-tPA) and mechanical thrombectomy (MT) for acute ischemic stroke, may increase the incidence of acute symptomatic seizure (ASS) and post-stroke epilepsy (PSE). This study aimed to analyze the effect and predictors of reperfusion therapy for ASS and PSE limited to large-vessel occlusions (LVOs). Methods This retrospective study classified 237 subjects with LVO into four groups: (1) IV-tPA + MT+ (n = 74 cases, (2) MT only (n = 82), (3) tissue-plasminogen activator (tPA) only (n = 28), and (4) IV-tPA - MT- (n = 53). The incidences of ASS and PSE were assessed. Potential predictors, such as etiology, functional disability, neuroimaging findings, and the SeLECT score, were statistically analyzed. Results There were 12 (5.1%) subjects with ASS and 10 subjects (4.2%) with PSE. The IV-tPA and MT groups had significantly high reperfusion rates, with a Thrombolysis in Cerebral Infarction score ≥2c (p = 0.01) but there were no significant differences in the increases of hemorrhagic transformation, ASS, and PSE. An Alberta Stroke Program Early Computed Tomography Score <6 was a significant predictor of ASS (p = 0.01), and an infarct volume >60 ml was a significant predictor of PSE (p = 0.01). Conclusion Reperfusion therapy for acute LVO was not found to increase the risk of ASS and PSE. Large-sized infarctions should be treated with care in PSE.
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Affiliation(s)
- Hideaki Ishihara
- Department of Neurosurgery, Ken-o-tokorozawa Hospital, Tokorozawa, Saitama, Japan
| | - Shinya Kohyama
- Division of Endovascular Neurosurgery, Stroke Center, International Medical Center, Saitama Medical University, Hidaka, Saitama, Japan
| | - Sho Nishida
- Department of Neurosurgery, Ken-o-tokorozawa Hospital, Tokorozawa, Saitama, Japan
| | - Kosuke Kumagai
- Department of Neurosurgery, Ken-o-tokorozawa Hospital, Tokorozawa, Saitama, Japan
| | - Shinji Hayashi
- Department of Neurosurgery, Ken-o-tokorozawa Hospital, Tokorozawa, Saitama, Japan
| | - Hiroshi Kato
- Department of Neurosurgery, Ken-o-tokorozawa Hospital, Tokorozawa, Saitama, Japan
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Shariff E, Nazish S, Shahid R, Zafar A, Yasawy ZM, AlKhaldi NA, AlJaafari D, Soltan NM, Alshamrani F, AlShurem M, Albakr AI, AlSulaiman F, Alameri R, Alabdali M. Outcomes and predictors of seizure recurrence in post-stroke epilepsy, a retrospective hospital-based study. Clin Neurol Neurosurg 2024; 239:108208. [PMID: 38432120 DOI: 10.1016/j.clineuro.2024.108208] [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: 11/16/2023] [Revised: 01/30/2024] [Accepted: 02/25/2024] [Indexed: 03/05/2024]
Abstract
BACKGROUND The occurrence of seizures following a stroke is a well-recognized complication associated with a significant increase in morbidity and mortality. Despite the numerous studies examining outcomes and risk factors related to post-stroke seizures (PSS), there remains a lack of clarity regarding the clinical characteristics, treatment, and PSS recurrence (PSSR) rates in patients experiencing their initial episode of PSS. PURPOSE This study aimed to determine the risk factors for developing recurrent seizures after first PSS and their effects on functional outcomes and mortality. METHODS All patients underwent an electroencephalography (EEG) and were monitored for a minimum of 24 months following the first PSS. The primary endpoint was the recurrence of seizures. Predictive factors for PSSR were determined by using the Cox-proportional hazards model, and the cumulative latency of recurrence at 90, 180, 360, and 720 days was estimated using Kaplan-Meier analysis. RESULTS Seizure recurred in 36.8% (39/106). Significant association of PSSR was noted with female gender, use of older anti-seizure medications (ASMs) (p<0.001), EEG findings as focal slow wave activity (p<0.001), Ictal epileptiform abnormalities (p=0.015), status epilepticus (p=0.015), and with severe disability (p=0.008). However, multivariate cox-proportional hazards model showed significant association of female gender (HR=3.28; 95% CI: 1.42-7.58; p=0.006). Hazard ratio (HR) was increased with older ASMs use, focal aware seizure types, Ictal EAs, and periodic discharges on EEG; though, statistically significant. CONCLUSION Factors such as the type of ASMs, EEG findings, and seizure type were significantly linked to PSSR. Female gender was the only independent predictor established. Additionally, significant functional decline was reported with recurrence.
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Affiliation(s)
- Erum Shariff
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia.
| | - Saima Nazish
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Rizwana Shahid
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Azra Zafar
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Zakia M Yasawy
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Norah A AlKhaldi
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Danah AlJaafari
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Nehad M Soltan
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Foziah Alshamrani
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Mohammed AlShurem
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Aishah Ibrahim Albakr
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Feras AlSulaiman
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Rana Alameri
- Department of Fundamentals Nursing, College of Nursing, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Majed Alabdali
- Department of Neurology, College of medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
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6
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Shariff E, Nazish S, Zafar A, Shahid R, AlKhaldi NA, Alkhaldi MSA, AlJaafari D, Soltan NM, AlShurem M, Albakr AI, AlSulaiman F, Alabdali M. Clinical Implications of Various Electroencephalographic Patterns in Post-Stroke Seizures. The Utility of Routine Electroencephalogram. Clin EEG Neurosci 2024:15500594241229825. [PMID: 38321780 DOI: 10.1177/15500594241229825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
Objective: Post-stroke seizures (PSS) are one of the major stroke-related complications. Early therapeutic interventions are critical therefore using electroencephalography (EEG) as a predictive tool for future recurrence may be helpful. We aimed to assess frequencies of different EEG patterns in patients with PSS and their association with seizure recurrence and functional outcomes. Methods: All patients admitted with PSS were included and underwent interictal EEG recording during their admission and monitored for seizure recurrence for 24 months. Results: PSS was reported in 106 patients. Generalized slow wave activity (GSWA) was the most frequent EEG pattern observed (n = 62, 58.5%), followed by Focal sharp wave discharges (FSWDs) (n = 57, 55.8%), focal slow wave activity (FSWA) (n = 56, 52.8%), periodic discharges (PDs) (n = 13, 12.3%), and ictal epileptiform abnormalities (n = 6, 5.7%). FSWA and ictal EAs were positively associated with seizure recurrence (p < .001 and p = .015 respectively) and it remained significant even after adjusting for age, sex, stroke severity, stroke subtype, or use of anti-seizure medications (ASMs). Other positive associations were status epilepticus (SE) (p = .015), and use of older ASM (p < .001). FSWA and GSWA in EEG were positively associated with severe functional disability (p = .055, p = .015 respectively). Other associations were; Diabetes Mellitus (p = .034), Chronic Kidney Disease (p = .002), use of older ASMs (p = .037), presence of late PSS (p = .021), and those with Ischemic stroke (p = .010). Conclusions: Recognition and documentation of PSS-related EEG characteristics are important, as certain EEG patterns may help to identify the patients who are at risk of developing recurrence or worse functional outcomes.
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Affiliation(s)
- Erum Shariff
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Saima Nazish
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Azra Zafar
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Rizwana Shahid
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Norah A AlKhaldi
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Modhi Saad A Alkhaldi
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Danah AlJaafari
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Nehad M Soltan
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Mohammed AlShurem
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Aishah Ibrahim Albakr
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Feras AlSulaiman
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Majed Alabdali
- Department of Neurology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
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Pijet B, Kostrzewska-Księzyk A, Pijet-Kucicka M, Kaczmarek L. Matrix Metalloproteinase-9 Contributes to Epilepsy Development after Ischemic Stroke in Mice. Int J Mol Sci 2024; 25:896. [PMID: 38255970 PMCID: PMC10815104 DOI: 10.3390/ijms25020896] [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: 12/07/2023] [Revised: 01/04/2024] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
Epilepsy, a neurological disorder affecting over 50 million individuals globally, is characterized by an enduring predisposition and diverse consequences, both neurobiological and social. Acquired epilepsy, constituting 30% of cases, often results from brain-damaging injuries like ischemic stroke. With one third of epilepsy cases being resistant to existing drugs and without any preventive therapeutics for epileptogenesis, identifying anti-epileptogenic targets is crucial. Stroke being a leading cause of acquired epilepsy, particularly in the elderly, prompts the need for understanding post-stroke epileptogenesis. Despite the challenges in studying stroke-evoked epilepsy in rodents due to poor long-term survival rates, in this presented study the use of an animal care protocol allowed for comprehensive investigation. We highlight the role of matrix metalloproteinase-9 (MMP-9) in post-stroke epileptogenesis, emphasizing MMP-9 involvement in mouse models and its potential as a therapeutic target. Using a focal Middle Cerebral Artery occlusion model, this study demonstrates MMP-9 activation following ischemia, influencing susceptibility to seizures. MMP-9 knockout reduces epileptic features, while overexpression exacerbates them. The findings show that MMP-9 is a key player in post-stroke epileptogenesis, presenting opportunities for future therapies and expanding our understanding of acquired epilepsy.
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Affiliation(s)
- Barbara Pijet
- Laboratory of Neurobiology, Braincity, Nencki Institute of Experimental Biology, Pasteura 3, 02-093 Warsaw, Poland; (A.K.-K.)
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Mafla-Mendoza AP, Paredes-Urbano ED, Gea-Izquierdo E. Risk Factors Associated with Epilepsy Related to Cerebrovascular Disease: A Systematic Review and Meta-Analysis. Neuropsychiatr Dis Treat 2023; 19:2841-2856. [PMID: 38161512 PMCID: PMC10757781 DOI: 10.2147/ndt.s439995] [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: 09/14/2023] [Accepted: 11/28/2023] [Indexed: 01/03/2024] Open
Abstract
Background and Objective Stroke is one of the most frequent neurological syndromes in the adult population and the cause of 10% of all diagnosed epilepsies. It is attributed to the origin of up to 50% of them in adults >60 years of age. Although a few risk factors have been described and considered when modeling predictive tools, this aspect is still clinically complex. The objective of this study is to describe and compare predictor scales of post stroke epilepsy (PSE) in adult patients with better performance. Methods A systematic review and meta-analysis were performed of studies published between 2010 and 2020 and found in PubMed, Scopus, EMBASE, LILACS, BVS, Google Scholar, and CENTRAL databases. Sixteen studies were included with a total of 298,694 patients with a diagnosis of stroke, 5590 presented late seizures (LS). Results Hemorrhage, cortical involvement, and early seizure were the elements most associated with the risk of presenting late seizures. The SeLECT score demonstrated a low risk of bias with a high predictive ability in patients with ischemic stroke (AUC: 0.77 [95% CI: 0.71-0.82]). In patients with hemorrhagic stroke, the CAVE score demonstrated adequate predictive ability (AUC: 0.81 [95% CI: 0.76-0.86]), but an uncertain risk of bias. Research has established risk factors for post ictal epilepsy; however, the numerous ways of assessing data in studies and the difference in their designs make the task of producing a predictive scale that covers the most important risk factors and is reliable for application in the clinical setting, regardless of stroke etiology, very arduous. Conclusion Hemorrhage, cortical involvement, and early seizure are associated with an increased risk of post ictal epilepsy. Also, elements such as age, traditional vascular risk factors, and functional assessment failed to reflect statistical significance. Finally, further research is required to refine the available predictive tools.
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Affiliation(s)
| | | | - Enrique Gea-Izquierdo
- Pontifical Catholic University of Ecuador, Faculty of Medicine, Quito, Ecuador
- Department of Medical Specialties and Public Health, Rey Juan Carlos University, Madrid, Spain
- María Zambrano Program, European Union, Rey Juan Carlos University, Madrid, Spain
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9
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Beaulieu-Jones BK, Villamar MF, Scordis P, Bartmann AP, Ali W, Wissel BD, Alsentzer E, de Jong J, Patra A, Kohane I. Predicting seizure recurrence after an initial seizure-like episode from routine clinical notes using large language models: a retrospective cohort study. Lancet Digit Health 2023; 5:e882-e894. [PMID: 38000873 PMCID: PMC10695164 DOI: 10.1016/s2589-7500(23)00179-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 08/08/2023] [Accepted: 08/31/2023] [Indexed: 11/26/2023]
Abstract
BACKGROUND The evaluation and management of first-time seizure-like events in children can be difficult because these episodes are not always directly observed and might be epileptic seizures or other conditions (seizure mimics). We aimed to evaluate whether machine learning models using real-world data could predict seizure recurrence after an initial seizure-like event. METHODS This retrospective cohort study compared models trained and evaluated on two separate datasets between Jan 1, 2010, and Jan 1, 2020: electronic medical records (EMRs) at Boston Children's Hospital and de-identified, patient-level, administrative claims data from the IBM MarketScan research database. The study population comprised patients with an initial diagnosis of either epilepsy or convulsions before the age of 21 years, based on International Classification of Diseases, Clinical Modification (ICD-CM) codes. We compared machine learning-based predictive modelling using structured data (logistic regression and XGBoost) with emerging techniques in natural language processing by use of large language models. FINDINGS The primary cohort comprised 14 021 patients at Boston Children's Hospital matching inclusion criteria with an initial seizure-like event and the comparison cohort comprised 15 062 patients within the IBM MarketScan research database. Seizure recurrence based on a composite expert-derived definition occurred in 57% of patients at Boston Children's Hospital and 63% of patients within IBM MarketScan. Large language models with additional domain-specific and location-specific pre-training on patients excluded from the study (F1-score 0·826 [95% CI 0·817-0·835], AUC 0·897 [95% CI 0·875-0·913]) performed best. All large language models, including the base model without additional pre-training (F1-score 0·739 [95% CI 0·738-0·741], AUROC 0·846 [95% CI 0·826-0·861]) outperformed models trained with structured data. With structured data only, XGBoost outperformed logistic regression and XGBoost models trained with the Boston Children's Hospital EMR (logistic regression: F1-score 0·650 [95% CI 0·643-0·657], AUC 0·694 [95% CI 0·685-0·705], XGBoost: F1-score 0·679 [0·676-0·683], AUC 0·725 [0·717-0·734]) performed similarly to models trained on the IBM MarketScan database (logistic regression: F1-score 0·596 [0·590-0·601], AUC 0·670 [0·664-0·675], XGBoost: F1-score 0·678 [0·668-0·687], AUC 0·710 [0·703-0·714]). INTERPRETATION Physician's clinical notes about an initial seizure-like event include substantial signals for prediction of seizure recurrence, and additional domain-specific and location-specific pre-training can significantly improve the performance of clinical large language models, even for specialised cohorts. FUNDING UCB, National Institute of Neurological Disorders and Stroke (US National Institutes of Health).
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Affiliation(s)
- Brett K Beaulieu-Jones
- Department of Medicine, University of Chicago, Chicago, IL, USA; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
| | - Mauricio F Villamar
- Department of Neurology, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | | | | | | | - Benjamin D Wissel
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Emily Alsentzer
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | | | | | - Isaac Kohane
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
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Chen YS, Sung PS, Lai MC, Huang CW. The Primary Prevention of Poststroke Epilepsy in Patients With Middle Cerebral Artery Infarct: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2023; 12:e49412. [PMID: 37999939 DOI: 10.2196/49412] [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: 05/28/2023] [Revised: 09/19/2023] [Accepted: 10/29/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Poststroke epilepsy poses a significant clinical challenge for individuals recovering from strokes, leading to a less favorable long-term outlook and increased mortality rates. Existing studies have primarily concentrated on administering antiseizure or anticonvulsant treatments only after the onset of late-onset seizures, without intervening during the epileptogenesis phase following a stroke. OBJECTIVE This research protocol is designed to conduct a randomized controlled trial to assess whether the early, preventive introduction of low-dose antiepileptic drug therapy (levetiracetam [LEV] or perampanel [PER]) in patients who have experienced middle cerebral artery (MCA) infarction can reduce the risk of developing poststroke epilepsy (primary prevention). METHODS Participants with MCA infarction, either with or without reperfusion treatments, will be recruited and promptly receive preventive intervention within 72 hours of the stroke occurrence. These participants will be randomly assigned to receive either PER (4 mg per day), LEV (1000 mg per day), or a placebo that matches the active drugs. This treatment will continue for 12 weeks after allocation. Brain magnetic resonance imaging will be used to confirm the presence of MCA territory infarction, and an electroencephalography will be used to ensure the absence of epileptiform discharges or electrographic seizures at the time of the stroke. All participants will undergo follow-up assessments for 72 weeks after allocation. RESULTS The primary outcome under evaluation will be the incidence of poststroke epilepsy in the 3 groups following the 18-month study period. Secondary outcomes will encompass the time to the occurrence of the first seizure, the severity of seizures, any treatment-related adverse events, and the modified Rankin scale score at 3 and 18 months. Exploratory outcomes will involve comparing the effectiveness and safety of PER and LEV. CONCLUSIONS We anticipate that the intervention groups will experience a lower incidence and reduced severity of poststroke epilepsy compared to the control group after 18 months. We aim to establish evidence supporting the potential preventive effects of LEV and PER on poststroke seizures and epilepsy in patients with MCA infarction, as well as to explore the antiepileptogenic potential of both LEV and PER in patients with major ischemic strokes. TRIAL REGISTRATION ClinicalTrials.gov NCT04858841; https://clinicaltrials.gov/study/NCT04858841. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/49412.
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Affiliation(s)
- Yu-Shiue Chen
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Pi-Shan Sung
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ming-Chi Lai
- Department of Pediatrics, Chi-Mei Medical Center, Tainan, Taiwan
| | - Chin-Wei Huang
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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11
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Nandan A, Zhou YM, Demoe L, Waheed A, Jain P, Widjaja E. Incidence and risk factors of post-stroke seizures and epilepsy: systematic review and meta-analysis. J Int Med Res 2023; 51:3000605231213231. [PMID: 38008901 PMCID: PMC10683575 DOI: 10.1177/03000605231213231] [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: 07/31/2023] [Accepted: 10/23/2023] [Indexed: 11/28/2023] Open
Abstract
OBJECTIVE Due to variability in reports, the aim of this meta-analysis was to evaluate the incidence and risk factors of post-stroke early seizures (ES) and post-stroke epilepsy (PSE). METHODS The MEDLINE, EMBASE and Web of Science databases were searched for post-stroke ES/PSE articles published on any date up to November 2020. Post-stroke ES included seizures occurring within 7 days of stroke, and PSE included at least one unprovoked seizure. Using random effects models, the incidence and risk factors of post-stroke ES and PSE were evaluated. The study was retrospectively registered with INPLASY (INPLASY2023100008). RESULTS Of 128 included studies in total, the incidence of post-stroke ES was 0.07 (95% confidence interval [CI] 0.05, 0.10) and PSE was 0.10 (95% CI 0.08, 0.13). The rates were higher in children than adults. Risk factors for post-stroke ES included hemorrhagic stroke (odds ratio [OR] 2.14, 95% CI 1.44, 3.18), severe strokes (OR 2.68, 95% CI 1.73, 4.14), cortical involvement (OR 3.09, 95% CI 2.11, 4.51) and hemorrhagic transformation (OR 2.70, 95% CI 1.58, 4.60). Risk factors for PSE included severe strokes (OR 4.92, 95% CI 3.43, 7.06), cortical involvement (OR 3.20, 95% CI 2.13, 4.81), anterior circulation infarcts (OR 3.28, 95% CI 1.34, 8.03), hemorrhagic transformation (OR 2.81, 95% CI 1.25, 6.30) and post-stroke ES (OR 7.24, 95% CI 3.73, 14.06). CONCLUSION Understanding the risk factors of post-stroke ES/PSE may identify high-risk individuals who might benefit from prophylactic treatment.
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Affiliation(s)
- Aathmika Nandan
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada
| | - Yi Mei Zhou
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada
| | - Lindsay Demoe
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada
| | - Adnan Waheed
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
| | - Puneet Jain
- Division of Neurology, The Hospital for Sick Children, Toronto, Canada
| | - Elysa Widjaja
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada
- Department of Medical Imaging, Lurie Children’s Hospital of Chicago, Chicago, IL, USA
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Sinka L, Abraira L, Imbach LL, Zieglgänsberger D, Santamarina E, Álvarez-Sabín J, Ferreira-Atuesta C, Katan M, Scherrer N, Bicciato G, Terziev R, Simmen C, Schubert KM, Elshahabi A, Baumann CR, Döhler N, Erdélyi-Canavese B, Felbecker A, Siebel P, Winklehner M, von Oertzen TJ, Wagner JN, Gigli GL, Serafini A, Nilo A, Janes F, Merlino G, Valente M, Zafra-Sierra MP, Bayona-Ortiz H, Conrad J, Evers S, Lochner P, Roell F, Brigo F, Bentes C, Peralta AR, Pinho e Melo T, Keezer MR, Duncan JS, Sander JW, Tettenborn B, Koepp MJ, Galovic M. Association of Mortality and Risk of Epilepsy With Type of Acute Symptomatic Seizure After Ischemic Stroke and an Updated Prognostic Model. JAMA Neurol 2023; 80:605-613. [PMID: 37036702 PMCID: PMC10087089 DOI: 10.1001/jamaneurol.2023.0611] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Accepted: 12/16/2022] [Indexed: 04/11/2023]
Abstract
Importance Acute symptomatic seizures occurring within 7 days after ischemic stroke may be associated with an increased mortality and risk of epilepsy. It is unknown whether the type of acute symptomatic seizure influences this risk. Objective To compare mortality and risk of epilepsy following different types of acute symptomatic seizures. Design, Setting, and Participants This cohort study analyzed data acquired from 2002 to 2019 from 9 tertiary referral centers. The derivation cohort included adults from 7 cohorts and 2 case-control studies with neuroimaging-confirmed ischemic stroke and without a history of seizures. Replication in 3 separate cohorts included adults with acute symptomatic status epilepticus after neuroimaging-confirmed ischemic stroke. The final data analysis was performed in July 2022. Exposures Type of acute symptomatic seizure. Main Outcomes and Measures All-cause mortality and epilepsy (at least 1 unprovoked seizure presenting >7 days after stroke). Results A total of 4552 adults were included in the derivation cohort (2547 male participants [56%]; 2005 female [44%]; median age, 73 years [IQR, 62-81]). Acute symptomatic seizures occurred in 226 individuals (5%), of whom 8 (0.2%) presented with status epilepticus. In patients with acute symptomatic status epilepticus, 10-year mortality was 79% compared with 30% in those with short acute symptomatic seizures and 11% in those without seizures. The 10-year risk of epilepsy in stroke survivors with acute symptomatic status epilepticus was 81%, compared with 40% in survivors with short acute symptomatic seizures and 13% in survivors without seizures. In a replication cohort of 39 individuals with acute symptomatic status epilepticus after ischemic stroke (24 female; median age, 78 years), the 10-year risk of mortality and epilepsy was 76% and 88%, respectively. We updated a previously described prognostic model (SeLECT 2.0) with the type of acute symptomatic seizures as a covariate. SeLECT 2.0 successfully captured cases at high risk of poststroke epilepsy. Conclusions and Relevance In this study, individuals with stroke and acute symptomatic seizures presenting as status epilepticus had a higher mortality and risk of epilepsy compared with those with short acute symptomatic seizures or no seizures. The SeLECT 2.0 prognostic model adequately reflected the risk of epilepsy in high-risk cases and may inform decisions on the continuation of antiseizure medication treatment and the methods and frequency of follow-up.
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Affiliation(s)
- Lucia Sinka
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Laura Abraira
- Epilepsy Unit, Department of Neurology, Vall d’Hebron Hospital Universitari, Barcelona, and Universitat Autonoma de Barcelona, Bellaterra, Spain
| | | | | | - Estevo Santamarina
- Epilepsy Unit, Department of Neurology, Vall d’Hebron Hospital Universitari, Barcelona, and Universitat Autonoma de Barcelona, Bellaterra, Spain
| | - José Álvarez-Sabín
- Epilepsy Unit, Department of Neurology, Vall d’Hebron Hospital Universitari, Barcelona, and Universitat Autonoma de Barcelona, Bellaterra, Spain
| | - Carolina Ferreira-Atuesta
- Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, United Kingdom
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York
- Chalfont Centre for Epilepsy, Chalfont St Peter, United Kingdom
| | - Mira Katan
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
- Department of Neurology, University Hospital and University of Basel, Basel, Switzerland
| | - Natalie Scherrer
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Giulio Bicciato
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Robert Terziev
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Cyril Simmen
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Kai Michael Schubert
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Adham Elshahabi
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Christian R. Baumann
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Nico Döhler
- Department of Neurology, Kantonsspital St. Gallen, St Gallen, Switzerland
- Specialist Clinic for Neurorehabilitation, Kliniken Beelitz, Beelitz-Heilstätten, Germany
| | | | - Ansgar Felbecker
- Department of Neurology, Kantonsspital St. Gallen, St Gallen, Switzerland
| | - Philip Siebel
- Department of Neurology, Kantonsspital St. Gallen, St Gallen, Switzerland
| | - Michael Winklehner
- Department of Neurology 1, Kepler Universitätsklinikum, Neuromed Campus, Linz, Austria
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Tim J. von Oertzen
- Department of Neurology 1, Kepler Universitätsklinikum, Neuromed Campus, Linz, Austria
| | - Judith N. Wagner
- Department of Neurology 1, Kepler Universitätsklinikum, Neuromed Campus, Linz, Austria
| | - Gian Luigi Gigli
- Department of Medicine, University of Udine and Clinical Neurology, Udine University Hospital, Udine, Italy
| | - Anna Serafini
- Department of Medicine, University of Udine and Clinical Neurology, Udine University Hospital, Udine, Italy
| | - Annacarmen Nilo
- Department of Medicine, University of Udine and Clinical Neurology, Udine University Hospital, Udine, Italy
| | - Francesco Janes
- Department of Medicine, University of Udine and Clinical Neurology, Udine University Hospital, Udine, Italy
| | - Giovanni Merlino
- Department of Medicine, University of Udine and Clinical Neurology, Udine University Hospital, Udine, Italy
| | - Mariarosaria Valente
- Department of Medicine, University of Udine and Clinical Neurology, Udine University Hospital, Udine, Italy
| | - María Paula Zafra-Sierra
- Department of Neurology, Fundación Santa Fe de Bogotá, Universidad de Los Andes, Universidad del Bosque, Bogotá, Colombia
| | - Hernan Bayona-Ortiz
- Department of Neurology, Fundación Santa Fe de Bogotá, Universidad de Los Andes, Universidad del Bosque, Bogotá, Colombia
| | - Julian Conrad
- Department of Neurology, University of Muenster, Muenster, Germany
- Department of Neurology and German Center for Vertigo and Balance Disorders-IFB-LMU, Ludwig Maximilians University of Munich, Munich, Germany
| | - Stefan Evers
- Department of Neurology, University of Muenster, Muenster, Germany
- Department of Neurology, Krankenhaus Lindenbrunn, Coppenbrügge, Germany
| | - Piergiorgio Lochner
- Department of Neurology, Saarland University Medical Center, Homburg, Germany
| | - Frauke Roell
- Department of Neurology, Saarland University Medical Center, Homburg, Germany
| | - Francesco Brigo
- Department of Neurology, Hospital of Merano (SABES-ASDAA), Merano-Meran, Italy
| | - Carla Bentes
- Department of Neurosciences and Mental Health (Neurology), Hospital de Santa Maria-CHLN, Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Ana Rita Peralta
- Department of Neurosciences and Mental Health (Neurology), Hospital de Santa Maria-CHLN, Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Teresa Pinho e Melo
- Department of Neurosciences and Mental Health (Neurology), Hospital de Santa Maria-CHLN, Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Mark R. Keezer
- Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, the Netherlands
- Centre Hospitalier de l’Université de Montréal, Montreal, Quebec, Canada
| | - John S. Duncan
- Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, United Kingdom
- Chalfont Centre for Epilepsy, Chalfont St Peter, United Kingdom
| | - Josemir W. Sander
- Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, United Kingdom
- Chalfont Centre for Epilepsy, Chalfont St Peter, United Kingdom
- Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, the Netherlands
| | - Barbara Tettenborn
- Department of Neurology, Kantonsspital St. Gallen, St Gallen, Switzerland
| | - Matthias J. Koepp
- Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, United Kingdom
- Chalfont Centre for Epilepsy, Chalfont St Peter, United Kingdom
| | - Marian Galovic
- Department of Neurology, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
- Department of Clinical & Experimental Epilepsy, UCL Queen Square Institute of Neurology, London, United Kingdom
- Chalfont Centre for Epilepsy, Chalfont St Peter, United Kingdom
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13
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Liu Y, Luo Y, Naidech AM. Big Data in Stroke: How to Use Big Data to Make the Next Management Decision. Neurotherapeutics 2023; 20:744-757. [PMID: 36899137 PMCID: PMC10275829 DOI: 10.1007/s13311-023-01358-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/17/2023] [Indexed: 03/12/2023] Open
Abstract
The last decade has seen significant advances in the accumulation of medical data, the computational techniques to analyze that data, and corresponding improvements in management. Interventions such as thrombolytics and mechanical thrombectomy improve patient outcomes after stroke in selected patients; however, significant gaps remain in our ability to select patients, predict complications, and understand outcomes. Big data and the computational methods needed to analyze it can address these gaps. For example, automated analysis of neuroimaging to estimate the volume of brain tissue that is ischemic and salvageable can help triage patients for acute interventions. Data-intensive computational techniques can perform complex risk calculations that are too cumbersome to be completed by humans, resulting in more accurate and timely prediction of which patients require increased vigilance for adverse events such as treatment complications. To handle the accumulation of complex medical data, a variety of advanced computational techniques referred to as machine learning and artificial intelligence now routinely complement traditional statistical inference. In this narrative review, we explore data-intensive techniques in stroke research, how it has informed the management of stroke patients, and how current work could shape clinical practice in the future.
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Affiliation(s)
- Yuzhe Liu
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
| | - Yuan Luo
- Section of Health and Biomedical Informatics, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Andrew M Naidech
- Section of Neurocritical Care, Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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Ouerdiene A, Messelmani M, Derbali H, Mansour M, Zaouali J, Mrissa N, Mrissa R. Post-stroke seizures: risk factors and management after ischemic stroke. Acta Neurol Belg 2023; 123:145-152. [PMID: 34251613 DOI: 10.1007/s13760-021-01742-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 07/02/2021] [Indexed: 10/20/2022]
Abstract
Stroke is the leading cause of epilepsy in the elderly, ahead of degenerative diseases, tumors and head injuries. It constitutes a significant complication and a considerable comorbidity. The aim of our study was to describe the main factors implicated in the occurrence of post-stroke seizures and to identify the predictors of seizure recurrence. We conducted a descriptive, retrospective, monocentric study from January 2010 to December 2019, including patients who presented seizures following an ischemic stroke. We classified these seizures according to the International League Against Epilepsy (ILAE) into acute symptomatic seizures (ASS) if they occur within seven days of stroke, and unprovoked seizures (US) if they occur after more than one week. Clinical, para-clinical, therapeutic and follow-up data were statistically analyzed and compared. A total of 52 patients were included (39 men, 13 women; median age 55.1 years). 21 cases (40%) had ASS and the remaining 31 cases (60%) presented US. Young age below 65 years (71%), middle cerebral artery infarcts (83%), and cortical localization (87%) were the main factors depicted in our series. Parietal lobe infarction was more associated with US than ASS (p = 0.035). 24 patients (46%) have presented a recurrence of seizures (8/21 of ASS and 16/31 of US). The use of sodium valproate in monotherapy was identified as a recurrence risk factor (p = 0.013). In patients with post-stroke seizures, parietal lobe infarcts are more associated with US. We identified a higher risk of seizure recurrence in patients treated with sodium valproate monotherapy.
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Affiliation(s)
- Asma Ouerdiene
- Department of Neurology, Military Hospital of Instruction of Tunis, Mont Fleury, 1008, Tunis, Tunisia.
| | - Mariem Messelmani
- Department of Neurology, Military Hospital of Instruction of Tunis, Mont Fleury, 1008, Tunis, Tunisia
| | - Hajer Derbali
- Department of Neurology, Military Hospital of Instruction of Tunis, Mont Fleury, 1008, Tunis, Tunisia
| | - Malek Mansour
- Department of Neurology, Military Hospital of Instruction of Tunis, Mont Fleury, 1008, Tunis, Tunisia
| | - Jamel Zaouali
- Department of Neurology, Military Hospital of Instruction of Tunis, Mont Fleury, 1008, Tunis, Tunisia
| | - Nejiba Mrissa
- Department of Neurology, Military Hospital of Instruction of Tunis, Mont Fleury, 1008, Tunis, Tunisia
| | - Ridha Mrissa
- Department of Neurology, Military Hospital of Instruction of Tunis, Mont Fleury, 1008, Tunis, Tunisia
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15
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Mohamed AT, El Rakawy MH, Abdelhamid YAE, Hazzou AM, Wahid el din MM. Stroke-related early seizures: clinical and neurophysiological study in a sample of Egyptian population. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2023. [DOI: 10.1186/s41983-022-00603-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Abstract
Background
Available data collected from patients of different types of acute cerebrovascular strokes can detect risk factors, clinical data (including semiology of seizures), EEG findings and functional outcome of these patients. Stroke, both ischemic and hemorrhagic, has been considered an essential cause of epilepsy, especially in the elderly. Complications of acute stroke during the early days after the insult determine the ultimate outcome of events. The aim of this study is to determine the clinical and neurophysiological characteristics of stroke patients with or without clinical evident fits for early detection and better management.
Results
The brain imaging of the cases group who developed seizures showed that 50% of the cases have arterial ischemic infarction, 30% venous infarction, 6.67% ischemic infarction with haemorrhagic transformation, 6.67% intracerebral haemorrhage and 6.67% have subarachnoid haemorrhage. Based on the 2017 ILAE criteria, 43.33% of the patients developed focal to bilateral tonic clonic seizures, 33.33% developed focal aware seizures, 16.67% of the patients developed generalized tonic clonic seizures and 6.67% of the patient developed status epilepticus. EEG findings of the group of patients who developed seizures showed, focal slowing in 46.67%, focal epileptiform activity in 13.33%, focal activity with secondary generalization in 10%, PLEDS in 6.67%, generalized epileptiform activity in 6.67%, generalized slowing in 6.67% and normal EEG in 10% of the patients. Non convulsive status was found in 2 patients (6.67%) of the group with altered mental status. There was no PLEDS in EEG of group of patients without clinical seizures. This study did not find age and sex differences in patients with and without seizures. In addition, it was found that there was no statistically significant difference between the three groups as regard history of diabetes mellitus, hypertension, heart diseases, atrial fibrillation, carotid stenosis and collagen diseases. There was no significant relationship between seizures and early treatment with Rtpa and thrombectomy.
Conclusions
Focal to bilateral tonic clonic and focal aware seizures were the most prevalent type of early onset seizures after stroke, followed by generalized tonic clonic seizures and status epilepticus. Most EEG findings in this study were focal slowing, focal epileptiform activities, generalized epileptiform activities and PLEDS.
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Camacho-Caballero K, Malaga M, Peixoto de Barcelos I, Prentice AF, Berkowitz AL. A 47-Year-Old Man Presenting With Seizures and Prior Stroke. Neurohospitalist 2023; 13:74-77. [PMID: 36531844 PMCID: PMC9755623 DOI: 10.1177/19418744221122877] [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] [Indexed: 09/14/2023] Open
Abstract
A 47-year-old man presented to his local hospital in Peru after a generalized tonic-clonic seizure. His family reported a history of prior stroke of unclear etiology. This case report discusses the approach to a first seizure (including in tropical regions like Peru), the relationship between stroke and seizures, the approach to stroke in the young, and how to diagnose rare diseases in resource-limited settings.
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Affiliation(s)
- Kiara Camacho-Caballero
- Facultad de Ciencias de la Salud, CHANGE Research Working Group Lima, Universidad Científica del Sur, Lima, Perú
- Grupo Estudiantil de Investigación en Neurociencias, SOCIEM-USMP, Lima, Perú
| | - Marco Malaga
- Grupo Estudiantil de Investigación en Neurociencias, SOCIEM-USMP, Lima, Perú
- Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima, Perú
| | - Isabella Peixoto de Barcelos
- Center for Applied Genomics, Division of Human Genetics, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, United States of America
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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: 7] [Impact Index Per Article: 2.3] [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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Tako LM, Strzelczyk A, Rosenow F, Pfeilschifter W, Steinmetz H, Golbach R, Schäfer JH, Zöllner JP, Kohlhase K. Predictive Factors of Acute Symptomatic Seizures in Patients With Ischemic Stroke Due to Large Vessel Occlusion. Front Neurol 2022; 13:894173. [PMID: 35711262 PMCID: PMC9196034 DOI: 10.3389/fneur.2022.894173] [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: 03/11/2022] [Accepted: 04/27/2022] [Indexed: 11/29/2022] Open
Abstract
Introduction Acute symptomatic seizures (ASz) after ischemic stroke are associated with increased mortality; therefore, identifying predictors of ASz is important. The purpose of this study was to analyze predictors of ASz in a population of patients with ischemic stroke due to large arterial vessel occlusion (LVO). Materials and Methods This retrospective study examined patients with acute ischemic stroke caused by LVO between 2016 and 2020. Identification of predictive factors was performed using univariate and subsequent multiple logistic regression analysis. In addition, subgroup analysis regarding seizure semiology and time of seizure occurrence (≤ 24 h and > 24 h after stroke) was performed. Results The frequency of ASz among 979 patients was 3.9 % (n = 38). Univariate logistic regression analysis revealed an increased risk of ASz in patients with higher National Institutes of Health Stroke Scale (NIHSS) score at admission or 24 h after admission, hypernatremia at admission ≥ 145 mmol/L, and pneumonia. Further multiple logistic regression analysis revealed that NIHSS 24 h after admission was the strongest predictor of ASz, particularly relating to ASz occurring later than 24 h after stroke. Patients who experienced a seizure within the first 24 h after stroke were more likely to have a generalized tonic-clonic (GTCS) and focal motor seizure; beyond 24 h, seizures with impaired awareness and non-convulsive status epilepticus were more frequent. Conclusion NIHSS score 24 h after admission is a strong predictive factor for the occurrence of ASz in patients with ischemic stroke caused by LVO. The semiology of ASz varied over time, with GTCS occurring more frequently in the first 24 h after stroke.
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Affiliation(s)
- Lisa Marie Tako
- Department of Neurology, Epilepsy Center Frankfurt Rhine-Main, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany.,LOEWE Center for Personalized and Translational Epilepsy Research, Goethe University Frankfurt, Frankfurt, Germany
| | - Adam Strzelczyk
- Department of Neurology, Epilepsy Center Frankfurt Rhine-Main, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany.,LOEWE Center for Personalized and Translational Epilepsy Research, Goethe University Frankfurt, Frankfurt, Germany
| | - Felix Rosenow
- Department of Neurology, Epilepsy Center Frankfurt Rhine-Main, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany.,LOEWE Center for Personalized and Translational Epilepsy Research, Goethe University Frankfurt, Frankfurt, Germany
| | | | - Helmuth Steinmetz
- Department of Neurology, Epilepsy Center Frankfurt Rhine-Main, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany
| | - Rejane Golbach
- Institute of Biostatistics and Mathematical Modelling, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany
| | - Jan Hendrik Schäfer
- Department of Neurology, Epilepsy Center Frankfurt Rhine-Main, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany
| | - Johann Philipp Zöllner
- Department of Neurology, Epilepsy Center Frankfurt Rhine-Main, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany.,LOEWE Center for Personalized and Translational Epilepsy Research, Goethe University Frankfurt, Frankfurt, Germany
| | - Konstantin Kohlhase
- Department of Neurology, Epilepsy Center Frankfurt Rhine-Main, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany
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19
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Do PT, Chen LY, Chan L, Hu CJ, Chien LN. Risk Factors for Postischemic Stroke Epilepsy in Young Adults: A Nationwide Population-Based Study in Taiwan. Front Neurol 2022; 13:880661. [PMID: 35669871 PMCID: PMC9163822 DOI: 10.3389/fneur.2022.880661] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 04/26/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundThe incidence of ischemic stroke has been increasing in the young population over the past 20 years. Poststroke epilepsy (PSE) is a common complication after stroke. However, few population-based studies with sufficient follow-up have investigated factors associated with PSE, especially factors related to comorbidities and unhealthy lifestyles in the modern young population. Accordingly, this study aimed to determine the long-term incidence and these risk factors for PSE young adults.MethodsThis cohort study was conducted using data from the Taiwan National Health Insurance Research Database (NHIRD) from 2002 to 2018. All patients aged between 19 and 44 years and diagnosed with ischemic stroke from 2002 to 2015 were retrospectively enrolled with a follow-up of at least 3 years. Multivariable Cox regression models were performed to identify predictors of PSE, including patients' demographics, baseline conditions, stroke severity, etiologies, comorbidities, and unhealthy behaviors.ResultsAmong 6,512 ischemic stroke patients, 402 cases (6.2%) developed PSE who were with a mean follow-up period of 8.3 years (SD = 4.3 years). During the overall follow-up, stroke severity and manifestations were associated with PSE, including National Institutes of Health Stroke Scale (NIHSS) score ≥10 (aHR, 1.98; 95% CI, 1.50–2.61), seizure at first stroke admission [adjusted hazard ratio (aHR), 57.39; 95% confidence interval (CI), 43.02–76.55], length of hospital stay ≥14 days (aHR, 1.60; 95% CI, 1.26–2.02), recurrent stroke (aHR, 2.32; 95% CI, 1.85–2.90), aphasia (aHR, 1.77; 95% CI, 1.20–2.60), and malignancy (aHR, 2.05; 95% CI, 1.30–3.24). Furthermore, stroke patients with drug abuse were 2.90 times more likely to develop PSE than those without (aHR, 2.90; 95% CI, 1.53–5.50). By contrast, statin use (aHR, 0.62; 95% CI, 0.48–0.80) was associated with a lower risk of PSE. The risk factors at 1-year and 5-year PSE were similar to that of an overall follow-up.ConclusionsStroke severity, aphasia, malignancy, and drug abuse were associated increased risk of PSE and statin use may protect against PSE in young adults. Reducing the severity of stroke, statin use and controlling unhealthy behaviors might be able to decrease the development of PSE. Since PSE is associated with poor outcomes, early identification or intervention of PSE based on the risk factors might reduce the harmful effects of PSE.
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Affiliation(s)
- Phuong Thao Do
- International Ph.D. Program for Cell Therapy and Regeneration Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Pediatrics, Hanoi Medical University, Hanoi, Vietnam
| | - Li-Ying Chen
- Health Data Analytics and Statistics Center, Office of Data Science, Taipei Medical University, Taipei, Taiwan
| | - Lung Chan
- Department of Neurology and Stroke Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- PhD Program in Medical Neuroscience, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
- Taipei Neuroscience Institute, Taipei Medical University, Taipei, Taiwan
| | - Chaur-Jong Hu
- Department of Neurology and Stroke Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- PhD Program in Medical Neuroscience, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
- Taipei Neuroscience Institute, Taipei Medical University, Taipei, Taiwan
- Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- *Correspondence: Chaur-Jong Hu
| | - Li-Nien Chien
- Health Data Analytics and Statistics Center, Office of Data Science, Taipei Medical University, Taipei, Taiwan
- School of Health Care Administration, College of Management, Taipei Medical University, Taipei, Taiwan
- Li-Nien Chien
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20
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Phillipps S, Schiborra F, Nagendran A. Late‐onset seizures in a domestic shorthaired cat with global brain ischaemia and cortical laminar necrosis. VETERINARY RECORD CASE REPORTS 2022. [DOI: 10.1002/vrc2.374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Stephanie Phillipps
- Institute of Infection Veterinary and Ecological Sciences Small Animal Teaching Hospital University of Liverpool Neston Cheshire UK
| | - Frederike Schiborra
- Institute of Infection Veterinary and Ecological Sciences Small Animal Teaching Hospital University of Liverpool Neston Cheshire UK
| | - Aran Nagendran
- Institute of Infection Veterinary and Ecological Sciences Small Animal Teaching Hospital University of Liverpool Neston Cheshire UK
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21
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Kuohn LR, Herman AL, Soto AL, Brown SC, Gilmore EJ, Hirsch LJ, Matouk CC, Sheth KN, Kim JA. Hospital Revisits for Post-Ischemic Stroke Epilepsy after Acute Stroke Interventions. J Stroke Cerebrovasc Dis 2022; 31:106155. [PMID: 34688213 PMCID: PMC8766898 DOI: 10.1016/j.jstrokecerebrovasdis.2021.106155] [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: 07/09/2021] [Revised: 09/28/2021] [Accepted: 10/02/2021] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVES Improvements in acute stroke care have led to an increase in ischemic stroke survivors, who are at risk for development of post-ischemic stroke epilepsy (PISE). The impact of therapies such as thrombectomy and thrombolysis on risk of hospital revisits for PISE is unclear. We utilized administrative data to investigate the association between stroke treatment and PISE-related visits. MATERIALS AND METHODS Using claims data from California, New York, and Florida, we performed a retrospective analysis of adult survivors of acute ischemic strokes. Patients with history of epilepsy, trauma, infections, or tumors were excluded. Included patients were followed for a primary outcome of revisits for seizures or epilepsy. Cox proportional hazards regression was used to identify covariates associated with PISE. RESULTS In 595,545 included patients (median age 74 [IQR 21], 52% female), the 6-year cumulative rate of PISE-related revisit was 2.20% (95% CI 2.16-2.24). In multivariable models adjusting for demographics, comorbidities, and indicators of stroke severity, IV-tPA (HR 1.42, 95% CI 1.31-1.54, p<0.001) but not MT (HR 1.62, 95% CI 0.90-1.50, p=0.2) was associated with PISE-related revisit. Patients who underwent decompressive craniectomy experienced a 2-fold increase in odds for returning with PISE (HR 2.35, 95% CI 1.69-3.26, p<0.001). In-hospital seizures (HR 4.06, 95% CI 3.76-4.39, p<0.001) also elevated risk for PISE. SIGNIFICANCE We demonstrate that ischemic stroke survivors who received IV-tPA, underwent decompressive craniectomy, or experienced acute seizures were at increased risk PISE-related revisit. Close attention should be paid to these patients with increased potential for long-term development of and re-hospitalization for PISE.
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Affiliation(s)
- Lindsey R Kuohn
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT
| | - Alison L Herman
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT
| | - Alexandria L Soto
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT
| | - Stacy C Brown
- Neuroscience Institute, The Queen’s Medical Center, Honolulu, HI
| | - Emily J Gilmore
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT
| | - Lawrence J Hirsch
- Division of Epilepsy and EEG, Department of Neurology, Yale School of Medicine, New Haven, CT
| | - Charles C Matouk
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT
| | - Kevin N Sheth
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT
| | - Jennifer A Kim
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT,Correspondence Author. Jennifer A. Kim, MD, Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, 15 York St., LLCI Room 1004B, P.O. Box 208018, New Haven, CT 06520, USA,
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22
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AlGaeed M, Grewal M, Hareesh P, Sadeghikhah S, Chen H, Gholipour T, Guerrero CRL. Diagnostic Yield of Electroencephalography When Seizure Is Suspected in Acute Ischemic Stroke. Neurohospitalist 2022; 12:8-12. [PMID: 34950380 PMCID: PMC8689524 DOI: 10.1177/19418744211021224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
INTRODUCTION Seizures are a common complication after an ischemic stroke. Electroencephalography can assist with the diagnosis of seizures however, the diagnostic yield of its use when seizure is suspected in the setting of acute ischemic stroke is unknown. We aim to evaluate the yield and cost of EEG in the acute ischemic stroke setting. METHODS We conducted a retrospective chart review of patients admitted to a single academic tertiary care center in the United States between September 1, 2015 to November 30, 2019 with a primary diagnosis of acute ischemic stroke and who were monitored on electroencephalography (EEG) for suspected seizures (total number of 70 patients). The primary outcome was how often EEG monitoring changed clinical management defined as starting, stopping, or changing the dose of an anti-epileptic drug. Secondary analysis was estimating the cost of EEG monitoring per change in management. RESULTS We identified 126 patients admitted with acute ischemic stroke who underwent EEG of which 70 met all inclusion and exclusion criteria. EEG monitoring resulted in a change in management in 22 patients (31%). Predictors associated with EEG monitoring resulting in a change in management were admission to the ICU, pre-existing atrial fibrillation, and symptomatic hemorrhagic transformation. Estimated cost of EEG per change in management was $1374.96 USD. CONCLUSION EEG monitoring resulted in a changed management in nearly one-third of patients admitted with acute ischemic stroke suspected of having seizures.
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Affiliation(s)
- Mohanad AlGaeed
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Manjot Grewal
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Prarthana Hareesh
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Soha Sadeghikhah
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Hai Chen
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Taha Gholipour
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Christopher R. Leon Guerrero
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
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23
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Zöllner JP, Schmitt FC, Rosenow F, Kohlhase K, Seiler A, Strzelczyk A, Stefan H. Seizures and epilepsy in patients with ischaemic stroke. Neurol Res Pract 2021; 3:63. [PMID: 34865660 PMCID: PMC8647498 DOI: 10.1186/s42466-021-00161-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 10/11/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND With the increased efficacy of stroke treatments, diagnosis and specific treatment needs of patients with post-stroke seizures (PSS) and post-stroke epilepsy have become increasingly important. PSS can complicate the diagnosis of a stroke and the treatment of stroke patients, and can worsen post-stroke morbidity. This narrative review considers current treatment guidelines, the specifics of antiseizure treatment in stroke patients as well as the state-of-the-art in clinical and imaging research of post-stroke epilepsy. Treatment of PSS needs to consider indications for antiseizure medication treatment as well as individual clinical and social factors. Furthermore, potential interactions between stroke and antiseizure treatments must be carefully considered. The relationship between acute recanalizing stroke therapy (intravenous thrombolysis and mechanical thrombectomy) and the emergence of PSS is currently the subject of an intensive discussion. In the subacute and chronic post-stroke phases, important specific interactions between necessary antiseizure and stroke treatments (anticoagulation, cardiac medication) need to be considered. Among all forms of prevention, primary prevention is currently the most intensively researched. This includes specifically the repurposing of drugs that were not originally developed for antiseizure properties, such as statins. PSS are presently the subject of extensive basic clinical research. Of specific interest are the role of post-stroke excitotoxicity and blood-brain barrier disruption for the emergence of PSS in the acute symptomatic as well as late (> 1 week after the stroke) periods. Current magnetic resonance imaging research focussing on glutamate excitotoxicity as well as diffusion-based estimation of blood-brain barrier integrity aim to elucidate the pathophysiology of seizures after stroke and the principles of epileptogenesis in structural epilepsy in general. These approaches may also reveal new imaging-based biomarkers for prediction of PSS and post-stroke epilepsy. CONCLUSION PSS require the performance of individual risk assessments, accounting for the potential effectiveness and side effects of antiseizure therapy. The use of intravenous thrombolysis and mechanical thrombectomy is not associated with an increased risk of PSS. Advances in stroke imaging may reveal biomarkers for PSS.
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Affiliation(s)
- Johann Philipp Zöllner
- Department of Neurology and Epilepsy Center Frankfurt Rhine-Main, Center of Neurology and Neurosurgery, Goethe-University Frankfurt, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany.
- LOEWE Center for Personalized Translational Epilepsy Research (CePTER), Goethe-University Frankfurt, Frankfurt am Main, Germany.
| | | | - Felix Rosenow
- Department of Neurology and Epilepsy Center Frankfurt Rhine-Main, Center of Neurology and Neurosurgery, Goethe-University Frankfurt, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany
- LOEWE Center for Personalized Translational Epilepsy Research (CePTER), Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Konstantin Kohlhase
- Department of Neurology and Epilepsy Center Frankfurt Rhine-Main, Center of Neurology and Neurosurgery, Goethe-University Frankfurt, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany
- LOEWE Center for Personalized Translational Epilepsy Research (CePTER), Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Alexander Seiler
- Department of Neurology and Epilepsy Center Frankfurt Rhine-Main, Center of Neurology and Neurosurgery, Goethe-University Frankfurt, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany
| | - Adam Strzelczyk
- Department of Neurology and Epilepsy Center Frankfurt Rhine-Main, Center of Neurology and Neurosurgery, Goethe-University Frankfurt, Schleusenweg 2-16, 60528, Frankfurt am Main, Germany
- LOEWE Center for Personalized Translational Epilepsy Research (CePTER), Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Hermann Stefan
- Department of Neurology - Biomagnetism, University Hospital Erlangen, Erlangen, Germany
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24
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Zelano J. Recurrence risk after a first remote symptomatic seizure in adults: Epilepsy or not? Epilepsia Open 2021; 6:634-644. [PMID: 34561959 PMCID: PMC8633470 DOI: 10.1002/epi4.12543] [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: 07/14/2021] [Revised: 09/16/2021] [Accepted: 09/21/2021] [Indexed: 11/08/2022] Open
Abstract
The ILAE practical definition of epilepsy has a one seizure possibility to diagnose epilepsy after a first seizure if the recurrence risk is very high. The recurrence risk after a first seizure in brain disorders (first remote seizure) is often high, but varies with etiology, so more specific information is needed for clinical practice. This review describes etiology-specific recurrence risks in adults with a first remote seizure in stroke, traumatic brain injury, infections, dementia, multiple sclerosis, and tumors. Most studies are short, single center, and retrospective. Inclusion criteria, outcome ascertainment, and results vary. Few patient categories are clearly above the epilepsy threshold of recurrence risk, and there are surprisingly little data for important etiologies like brain infections. Beside stroke, severe TBI could have a sufficiently high recurrence risk for early epilepsy diagnosis, but more studies are needed, preferably prospective ones. The literature is uninformative regarding which seizures qualify as remote. The clinical implication of the low level of available evidence is that for other etiologies than stroke, seizure recurrence remains the most appropriate indicator of epilepsy for most patients with a first remote seizure. Nonetheless, there are worrying indications of a diagnostic drift, which puts patients with a preexisting brain disorder at risk of misdiagnosis. Although there are drawbacks to an intermediate term like "possible epilepsy," it could perhaps be useful in cases when the recurrence risk is high, but epilepsy criteria are not definitely met after a first remote seizure.
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Affiliation(s)
- Johan Zelano
- Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden.,Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.,Wallenberg Center of Molecular and Translational Medicine, Gothenburg University, Gothenburg, Sweden
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25
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Tanaka T, Fukuma K, Abe S, Matsubara S, Motoyama R, Mizobuchi M, Yoshimura H, Matsuki T, Manabe Y, Suzuki J, Ikeda S, Kamogawa N, Ishiyama H, Kobayashi K, Shimotake A, Nishimura K, Onozuka D, Koga M, Toyoda K, Murayama S, Matsumoto R, Takahashi R, Ikeda A, Ihara M. Antiseizure medications for post-stroke epilepsy: A real-world prospective cohort study. Brain Behav 2021; 11:e2330. [PMID: 34423590 PMCID: PMC8442594 DOI: 10.1002/brb3.2330] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/31/2021] [Accepted: 08/02/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND AND PURPOSE The management of post-stroke epilepsy (PSE) should ideally include prevention of both seizure and adverse effects; however, an optimal antiseizure medications (ASM) regimen has yet been established. The purpose of this study is to assess seizure recurrence, retention, and tolerability of older-generation and newer-generation ASM for PSE. METHODS This prospective multicenter cohort study (PROgnosis of Post-Stroke Epilepsy [PROPOSE] study) was conducted from November 2014 to September 2019 at eight hospitals. A total of 372 patients admitted and treated with ASM at discharge were recruited. Due to the non-interventional nature of the study, ASM regimen was not adjusted and followed standard hospital practices. The primary outcome was seizure recurrence in patients receiving older-generation and newer-generation ASM. The secondary outcomes were the retention and tolerability of ASM regimens. RESULTS Of the 372 PSE patients with ASM at discharge (median [IQR] age, 73 [64-81] years; 139 women [37.4%]), 36 were treated with older-generation, 286 with newer-generation, and 50 with mixed-generation ASM. In older- and newer-generation ASM groups (n = 322), 98 patients (30.4%) had recurrent seizures and 91 patients (28.3%) switched ASM regimen during the follow-up (371 [347-420] days). Seizure recurrence was lower in newer-generation, compared with the older-generation, ASM (hazard ratio [HR], 0.42, 95%CI 0.27-0.70; p = .0013). ASM regimen withdrawal and change of dosages were lower in newer-generation ASM (HR, 0.34, 95% CI 0.21-0.56, p < .0001). CONCLUSIONS Newer-generation ASM possess advantages over older-generation ASM for secondary prophylaxis of post-stroke seizures in clinical practice.
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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
| | - Rie Motoyama
- Department of Neurology, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Tokyo, Japan
| | - Masahiro Mizobuchi
- Department of Neurology, Nakamura Memorial Hospital, Sapporo, Japan.,Clinic of Minami-ichijyo Neurology, Sappro, Japan
| | - Hajime Yoshimura
- Department of Neurology, Kobe City Medical Center General Hospital, Kobe, Japan
| | | | - Yasuhiro Manabe
- Department of Neurology, National Hospital Organization Okayama Medical Center, Okayama, Japan
| | - Junichiro Suzuki
- Department of Neurology, Toyota Memorial Hospital, Toyota, Japan
| | - Shuhei Ikeda
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Naruhiko Kamogawa
- Department of Neurology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Hiroyuki Ishiyama
- 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 Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Kunihiro Nishimura
- Departments of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Daisuke Onozuka
- 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
| | - Shigeo Murayama
- Department of Neurology, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Tokyo, 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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Jones FJ, Sanches PR, Smith JR, Zafar SF, Hernandez-Diaz S, Blacker D, Hsu J, Schwamm LH, Westover MB, Moura LM. Anticonvulsant Primary and Secondary Prophylaxis for Acute Ischemic Stroke Patients: A Decision Analysis. Stroke 2021; 52:2782-2791. [PMID: 34126758 PMCID: PMC8384723 DOI: 10.1161/strokeaha.120.033299] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose We examined the impact of 3 anticonvulsant prophylaxis strategies on quality-adjusted life-years (QALYs) among patients with an incident acute ischemic stroke. Methods We created a decision tree to evaluate 3 strategies: (1) long-term primary prophylaxis; (2) short-term secondary prophylaxis after an early seizure with lifetime prophylaxis if persistent or late seizures (LSs) developed; and (3) long-term secondary prophylaxis if either early, late, or persistent seizures developed. The outcome was quality-adjusted life expectancy (QALY). We created 4 base cases to simulate common clinical scenarios: (1) female patient aged 40 years with a 2% or 11% lifetime risk of an LS and a 33% lifetime risk of an adverse drug reaction (ADR); (2) male patient aged 65 years with a 6% or 29% LS risk and 60% ADR risk; (3) male patient aged 50 years with an 18% or 65% LS risk and 33% ADR risk; and (4) female patient aged 80 years with a 29% or 83% LS risk and 80% ADR risk. In sensitivity analyses, we altered the parameters and assumptions. Results Across all 4 base cases, primary prophylaxis yielded the fewest QALYs when compared with secondary prophylaxis. For example, under scenario 1, strategies 2 and 3 resulted in 7.17 QALYs each, but strategy 1 yielded only 6.91 QALYs. Under scenario 4, strategies 2 and 3 yielded 2.85 QALYs compared with 1.40 QALYs for strategy 1. Under scenarios in which patients had higher ADR risks, strategy 2 led to the most QALYs. Conclusions Short-term therapy with continued anticonvulsant prophylaxis only after postischemic stroke seizures arise dominates lifetime primary prophylaxis in all scenarios examined. Our findings reinforce the necessity of close follow-up and discontinuation of anticonvulsant seizure prophylaxis started during acute ischemic stroke hospitalization.
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Affiliation(s)
- Felipe J.S. Jones
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Paula R. Sanches
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
- Department of Critical Care Medicine, Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | - Jason R. Smith
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
| | - Sahar F. Zafar
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
- Department of Neurology, Harvard Medical School, Boston, Massachusetts
| | - Sonia Hernandez-Diaz
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Deborah Blacker
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - John Hsu
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts. Department of Medicine, Harvard Medical School, Boston, Massachusetts
- Mongan Institute for Health Policy, Massachusetts General Hospital, Boston, Massachusetts
| | - Lee H. Schwamm
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
- Department of Neurology, Harvard Medical School, Boston, Massachusetts
| | - Michael B. Westover
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
- Department of Neurology, Harvard Medical School, Boston, Massachusetts
| | - Lidia M.V.R. Moura
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts
- Department of Neurology, Harvard Medical School, Boston, Massachusetts
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Risk models to predict late-onset seizures after stroke: A systematic review. Epilepsy Behav 2021; 121:108003. [PMID: 34029995 DOI: 10.1016/j.yebeh.2021.108003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 04/12/2021] [Accepted: 04/12/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND AND PURPOSE We performed a systematic review to evaluate available risk models to predict late seizure onset among stroke survivors. METHODS We searched major databases (PubMed, SCOPUS, and Cochrane Library) from inception to October 2020 for articles on the development and/or validation of risk models to predict late seizures after a stroke. The impact of models to predict late-onset seizures was also assessed. We included seven articles in the final analysis. For each of these studies, we evaluated the study design and scope of predictors analyzed to derive each model. We assessed the performance of the models during internal and external validation in terms of discrimination and calibration. RESULTS Three studies focused on ischemic stroke alone, with c-statistic values ranging from 0.73 to 0.77. The SeLECT model from Switzerland was externally validated in Italian, German, and Austrian cohorts where c-statistics ranged from 0.69 to 0.81. This model along with the PSEiCARe model, were internally validated and calibration performance was provided for both models. The CAVS and CAVE models reported on the risk of late-onset seizures in patients with hemorrhagic stroke. The CAVS model derivation cohort was racially diverse. The CAVS model's c-statistic was 0.76, while the CAVE model had a c-statistic of 0.81. Calibration and internal validation were not performed for either study. The CAVS model, created from a Finnish population, was externally validated in American and French cohorts, with c-statistics of 0.73 and 0.69, respectively. Finally, the two studies focusing on both types of stroke came from the PoSERS and INPOSE models. Neither model provided c-statistics, calibration metrics, internal or external validation information. We found no evidence of the presence of impact studies to assess the effect of adopting late-onset seizure risk models after stroke on clinical outcomes. CONCLUSION The SeLECT model was the only model developed in line with proposed guidelines for appropriate model development. The model, which was externally validated in a very similar and homogeneous population, may need to be tested in a more racially/ethnic diverse and younger population; testing the SeLECT model, accounting for overall brain health is likely to improve the identification of high-risk patients for late post stroke seizures.
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Fu Y, Feng L, Xiao B. Current advances on mechanisms and treatment of post-stroke seizures. ACTA EPILEPTOLOGICA 2021. [DOI: 10.1186/s42494-021-00047-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
AbstractCerebrovascular diseases are among the most common causes of seizures in adults, especially in the elderly. With the increased incidence of stroke, the population with post-stroke seizures has grown, leading to the increased awareness of this disorder in the society. The most common seizure type after stroke is the focal seizure with or without evolution into bilateral convulsive seizures. Post-stroke seizures impair the quality of life, as well as the physical and mental health of those patients. Currently, the pathological and physical processes of post-stroke seizures are not quite clear yet. In this review, we summarize current advances in the pathogenesis, risk factors, and therapeutic targets of post-stroke seizures.
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Prophylactic administration of levetiracetam accelerates consciousness level and neurological recovery after neurosurgical operation with supratentorial craniotomy – Preliminary report. INTERDISCIPLINARY NEUROSURGERY 2021. [DOI: 10.1016/j.inat.2020.101038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Effects of double-dose statin therapy for the prevention of post-stroke epilepsy: A prospective clinical study. Seizure 2021; 88:138-142. [PMID: 33895389 DOI: 10.1016/j.seizure.2021.04.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 03/24/2021] [Accepted: 04/09/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND To determine treatment effects on the incidence of post-stroke epilepsy (PSE) using different doses of statin, a prospective hospital-based cohort study was designed to explore whether a double-dose statin treatment can better prevent the occurrence of PSE. METHODS A total of 1152 patients with newly diagnosed ischemic stroke admitted to our hospital from March to August 2017 were selected, 1033 of whom were followed-up. Patients were divided into two treatment groups:(1) standard-dose (20 mg atorvastatin or 10 mg rosuvastatin,daily oral; 788 patients); and (2) double-dose (40 mg atorvastatin or 20 mg rosuvastatin, daily oral; 245 patients).At 18 months follow-up was conducted to compare the incidence of PSE between groups. RESULTS In general, in the standard-dose group we observed two cases of early seizure (ES) (0.25%), 22 cases oflate seizure (LS) (2.79%) and 20 cases of PSE (2.54%). In the double-dose group, onepatient had ES (0.41%), two patients had LS (0.82%), and onepatient had PSE (0.41%). The incidence of PSE was significantly lower in the double-dose group as compared to the standard-dose group. There was a higher proportion of PSE in patients younger than 65 years and in males. Three patients had ES; one presented with focal aware seizure (FAS), and two had focal to bilateral tonic-clonic seizure (FBTCS). Among the 21 patients with PSE, there were two cases of FAS, five cases of focal impaired awareness seizure (FIAS), five cases of FBTCS, and nine cases of GTCS, suggesting that partial seizure is the most common type of PSE. Cerebral cortex was involved in 85.75% of cases with PSE, and multiple lobes were involved in 61.9% of cases with PSE. CONCLUSION Increasing the dose of statin treatment during the acute phase of ischemic stroke reduces the incidence of PSE. Further research is needed to understand the mechanisms underlying the potential preventative effects of statins against PSE.
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Ogunjimi L, Yaria J, Makanjuola A, Alabi A, Osalusi B, Oboh D, Olusola-Bello M, Aderinola A, Ogunniyi A. Cognitive dysfunction in Nigerian women with epilepsy on carbamazepine and levetiracetam monotherapy. Brain Behav 2021; 11:e02038. [PMID: 33666367 PMCID: PMC8035450 DOI: 10.1002/brb3.2038] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 12/15/2020] [Accepted: 01/04/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND This study aims to identify the determinants of cognitive dysfunction and compare the effect of CPZ and LTC on cognition in WWE. METHODS An observational study involving 87 consenting adult WWE aged between 16 and 40 years on LTC or CZP monotherapy. At enrollment, an interviewer-based questionnaire was used to obtain demographic and clinical information from participants. The diagnosis of epilepsy was mainly clinical and supported by electroencephalographic (EEG) features and classified based on recommendation by the 2017 International League Against Epilepsy (ILAE). Zung Self-Reporting Depression Scale (ZSRDS) was used to assess the mood of participants. The Community Screening Interview for Dementia (CSID) was used to assess various cognition domains. The National Hospital Seizure Severity Scale (NHS-3) was used to assess disease severity. RESULTS There were statistical differences between the CZP and LTC groups in all domains of cognition assessed except for orientation. The total CSID scores of the LTC group were 59.2 (4.9) as opposed to CZP group, 57.2 (5.0); p: .005. Those with focal onset seizures had lower median total CSID score (58; IQR: 54-62) when compared to those with generalized onset seizures (62; IQR: 58-62), p: .012. There was a significant correlation between ZSRD score and NHS-3 score; rho: 0.30, p: .007. Bivariate analysis shows statistically significant correlation between total CSID score and ZSRDS (rho: -0.65), BMI (rho: 0.22), and NHSS-3 score (rho: -0.36), respectively. However, the effect of AED on CSID scores was lost after multivariate quantile regression with only ZSRDS retaining significance. CONCLUSION Depression, seizure severity, type and structural etiology were associated with cognitive impairment among WWE. However, on regression model, only depression was statistically significant. The presence of more risks for cognitive impairment in the CZP group limits possible conclusion of LTC superiority.
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Affiliation(s)
- Luqman Ogunjimi
- Department of Pharmacology and Therapeutics, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu, Nigeria
| | - Joseph Yaria
- Department of Medicine, University College Hospital, Ibadan, Nigeria
| | | | - Akinyinka Alabi
- Department of Pharmacology and Therapeutics, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu, Nigeria
| | - Bamidele Osalusi
- Department of Medicine, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu, Nigeria
| | - David Oboh
- Department of Radiology, University College Hospital, Ibadan, Nigeria
| | - Mojisola Olusola-Bello
- Radiology Department, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu, Nigeria
| | - Adeyinka Aderinola
- Department of Pharmacology and Therapeutics, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu, Nigeria
| | - Adesola Ogunniyi
- Department of Medicine, University College Hospital, Ibadan, Nigeria
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Serum Neuropeptide Y Level is Associated with Post-Ischemic Stroke Epilepsy. J Stroke Cerebrovasc Dis 2020; 30:105475. [PMID: 33242785 DOI: 10.1016/j.jstrokecerebrovasdis.2020.105475] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 11/01/2020] [Accepted: 11/10/2020] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND AND PURPOSE Post-ischemic stroke epilepsy (PISE) is one of the common complications of stroke. MATERIALS AND METHODS Methods To determine the risk factors of PISE, in this study, 78 patients with PISE and 86 patients without PISE were recruited. Clinical data and serum neuropeptide Y (NPY) levels were collected and the relative factors including clinical data and serum were analyzed. RESULTS Logistic regression showed that low serum NPY was significantly associated with PISE. Every 5 ng/ml increment of serum NPY was associated with 62% risk decrease in patients with PISE. The area under curve of serum NPY was 0.910 with a sensitivity of 84.62% and a specificity of 86.05%. The cut-off value of serum NPY was 90 ng/ml. According to cut-off value of serum NPY, the percentage of patients with PISE decreased from 84.6% in low serum NPY group to 14.0% in high serum NPY group. Furthermore, patients were divided into different tertiles according to serum NPY. The percentage of patients with PISE reduced from 90.0% in the lowest tertile (NPY < 85 ng/ml) to 3.5% in the highest tertile (NPY ≥ 105 ng/ml). Compared with patients with normal video-electroencephalogram (VEEG), serum NPY levels significantly decreased in patients with abnormal VEEG; however, serum NPY levels were not associaated with epileptic seizure subtypes. CONCLUSIONS Serum NPY was an independent risk factor for PISE. Targeting serum NPY may be used to the prevention and treatment of PISE.
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Jia Q, Jiang F, Ma D, Li J, Wang F, Wang Z. Association Between IL-6 and Seizure Recurrence in Patients with the First Post-Ischemic Stroke Seizure. Neuropsychiatr Dis Treat 2020; 16:1955-1963. [PMID: 32848401 PMCID: PMC7429209 DOI: 10.2147/ndt.s257870] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Accepted: 07/13/2020] [Indexed: 12/21/2022] Open
Abstract
PURPOSE To study the association between IL-6 level and seizure recurrence in patients with the first post-ischemic stroke seizure and assess its predictive value for seizure recurrence. PATIENTS AND METHODS A total of 2976 consecutive ischemic stroke patients were retrospectively enrolled. Among them, 209 (7.02%) patients with the first post-ischemic stroke seizure were included in this analysis. The IL-6 mRNA expression level was evaluated through quantitative real-time PCR (qRT-PCR) and the 2-ΔΔCt method. Demographic data and clinical characteristics were collected. Univariate analysis was performed with independent-samples t-test, Mann-Whitney U-test, or chi-square test. Multivariate analysis was conducted using a backward stepwise logistic regression model for variables with P<0.10 in univariate analysis. The predictive value was assessed using a receiver operating characteristic (ROC) curve. RESULTS Among the patients included, 105 (50.24%) had recurrence of seizures, and 104 (49.76%) had no recurrence. Multivariate analysis demonstrated that the IL-6 mRNA expression level was independently correlated with seizure recurrence in patients with the first post-ischemic stroke seizure after adjusting for age, NIHSS scores, time of seizure, seizure type, lesion size, location of the offending lesion to different hemispheric lobes, cortical involvement, gender, electroencephalography (EEG) findings, and hemorrhagic transformation. When the IL-6 mRNA expression level was used to predict seizure recurrence, the area under the ROC curve (AUC) was 0.763 (SE=0.033, 95% CI=0.698-0.829). The diagnostic power was moderate. CONCLUSION IL-6 was independently correlated with seizure recurrence in patients with the first post-ischemic stroke seizure and might be a potential biomarker for prediction of seizure recurrence.
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Affiliation(s)
- Qi Jia
- Encephalopathy Center, The Third People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi830000, People’s Republic of China
| | - Fan Jiang
- Neonatal Intensive Care Unit, The First People’s Hospital of Urumqi, Urumqi830000, People’s Republic of China
| | - Daliang Ma
- Encephalopathy Center, The Third People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi830000, People’s Republic of China
| | - Jun Li
- Encephalopathy Center, The Third People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi830000, People’s Republic of China
| | - Fan Wang
- Encephalopathy Center, The Third People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi830000, People’s Republic of China
| | - Zhiqiang Wang
- Encephalopathy Center, The Third People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi830000, People’s Republic of China
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Caprara ALF, Rissardo JP, Leite MTB, Silveira JOF, Jauris PGM, Arend J, Kegler A, Royes LFF, Fighera MR. Course and prognosis of adult-onset epilepsy in Brazil: A cohort study. Epilepsy Behav 2020; 105:106969. [PMID: 32113113 DOI: 10.1016/j.yebeh.2020.106969] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 02/11/2020] [Accepted: 02/11/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Most of the epilepsy longitudinal studies have analyzed children. However, in endemic regions, such as Brazil, neurocysticercosis accounts for many adult-onset epilepsy cases. So, the main objective of this study was to identify the clinical predictors associated with drug-resistant adult-onset epilepsy in Brazil during a long-term follow-up. METHODS We followed 302 individuals with adult-onset epilepsy for 9.8 years in our University Hospital. Structured questionnaires about drug-resistant epilepsy were applied. The presence of drug-resistant epilepsy was the primary outcome. We used multilevel linear modeling in our data analysis. RESULTS Overall 47 (15.6%) individuals presented drug-resistant epilepsy and the etiology was structural in 70.2% of them, while infectious etiology was present in 8.5% of this group. Infectious etiology occurred in 25.9% (n = 66) of the patients from the nondrug-resistant group. Those with developmental delay were two times more likely to present seizures. Structural epilepsy etiology was associated with an increased chance of relapsing. Poor school performance and abnormal electroencephalogram were also associated with an increased chance of seizures. CONCLUSION The course of epilepsy was favorable in the majority of our patients, and drug-resistant epilepsy rates were similar to those found in other studies, although we evaluated older individuals with higher levels of infectious etiology. Also, we found that neurocysticercosis was associated with well-controlled epilepsy, while structural epilepsy was directly related to the occurrence of seizures. We also hypothesized that the smaller size of lesions found in neurocysticercosis could contribute to better treatment response.
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Affiliation(s)
- Ana Letícia F Caprara
- Health Sciences Center, Department of Neuropsychiatry, Federal University of Santa Maria, RS, Brazil.
| | - Jamir P Rissardo
- Health Sciences Center, Department of Neuropsychiatry, Federal University of Santa Maria, RS, Brazil
| | - Martim T B Leite
- Health Sciences Center, Department of Neuropsychiatry, Federal University of Santa Maria, RS, Brazil
| | - Juliana O F Silveira
- Health Sciences Center, Department of Neuropsychiatry, Federal University of Santa Maria, RS, Brazil
| | - Paulo G M Jauris
- Health Sciences Center, Department of Neuropsychiatry, Federal University of Santa Maria, RS, Brazil
| | - Josi Arend
- Health Sciences Center, Postgraduate Program in Pharmacology, Federal University of Santa Maria, RS, Brazil
| | - Aline Kegler
- Center for Natural and Exact Sciences, Postgraduate Program in Biological Sciences: Toxicological Biochemistry, Federal University of Santa Maria, RS, Brazil
| | - Luiz Fernando Freire Royes
- Physical Education and Sports Center, Exercise Biochemistry Laboratory (BIOEX), Federal University of Santa Maria, RS, Brazil
| | - Michele Rechia Fighera
- Health Sciences Center, Department of Neuropsychiatry, Federal University of Santa Maria, RS, Brazil
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Abstract
INTRODUCTION Stroke is a significant underlying cause of epilepsy. Seizures due to ischemic stroke (IS) are generally categorized into early seizures (ESs) and late seizures (LSs). Seizures in thrombolysis situations may raise the possibility of other etiology than IS. AIM We overtook a systematic review focusing on the pathogenesis, prevalence, risk factors, detection, management, and clinical outcome of ESs in IS and in stroke/thrombolysis situations. We also collected articles focusing on the association of recombinant tissue-type plasminogen activator (rt-PA) treatment and epileptic seizures. RESULTS We have identified 37 studies with 36,775 participants. ES rate was 3.8% overall in patients with IS with geographical differences. Cortical involvement, severe stroke, hemorrhagic transformation, age (<65 years), large lesion, and atrial fibrillation were the most important risk factors. Sixty-one percent of ESs were partial and 39% were general. Status epilepticus (SE) occurred in 16.3%. 73.6% had an onset within 24 h and 40% may present at the onset of stroke syndrome. Based on EEG findings seizure-like activity could be detected only in approximately 18% of ES patients. MRI diffusion-weighted imaging and multimodal brain imaging may help in the differentiation of ischemia vs. seizure. There are no specific recommendations with regard to the treatment of ES. CONCLUSION ESs are rare complications of acute stroke with substantial burden. A significant proportion can be presented at the onset of stroke requiring an extensive diagnostic workup.
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Brondani R, de Almeida AG, Cherubini PA, Secchi TL, de Oliveira MA, Martins SCO, Bianchin MM. Risk Factors for Epilepsy After Thrombolysis for Ischemic Stroke: A Cohort Study. Front Neurol 2020; 10:1256. [PMID: 32038448 PMCID: PMC6989601 DOI: 10.3389/fneur.2019.01256] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 11/12/2019] [Indexed: 12/12/2022] Open
Abstract
The effects of thrombolysis in seizure and epilepsy after acute ischemic stroke have been poorly explored. In this study, we examine risk factors and consequences of intravenous rt-PA for treatment of acute ischemic stroke. In a retrospective cohort study we evaluate risk factors for seizure and epilepsy after stroke thrombolysis, as well as the impact of seizures and epilepsy in outcome of stroke patients. In our cohort, mean age of patients was 67.2 years old (SD = 13.1) and 79 of them (51.6%) were male and. Initial NIHSS mean score were 10.95 (SD = 6.25). Three months NIHSS mean score was 2.09 (SD = 3.55). Eighty seven (56.9%) patients were mRS of 0–1 after thrombolysis. Hemorrhagic transformation was observed in 22 (14.4%) patients. Twenty-one (13.7%) patients had seizures and 15 (9.8%) patients developed epilepsy after thrombolysis. Seizures were independently associated with hemorrhagic transformation (OR = 3.26; 95% CI = 1.08–9.78; p = 0.035) and with mRS ≥ 2 at 3 months after stroke (OR = 3.51; 95% CI = 1.20–10.32; p = 0.022). Hemorrhagic transformation (OR = 3.55; 95% CI = 1.11–11.34; p = 0.033) and mRS ≥ 2 at 3 months (OR = 5.82; 95% CI = 1.45–23.42; p = 0.013) were variables independently associated with post-stroke epilepsy. In our study, independent risks factors for poor outcome in stroke thrombolysis were age (OR = 1.03; 95% CI = 1.01–1.06; p = 0.011), higher NIHSS (OR = 1.08; 95% CI = 1.03–1.14; p = 0.001), hemorrhagic transformation (OR = 2.33; 95% CI = 1.11–4.76; p = 0.024), seizures (OR = 3.07; 95% CI = 1.22–7.75; p = 0.018) and large cortical area (ASPECTS ≤ 7) (OR = 2.04; 95% CI = 1.04–3.84; p = 0.036). Concluding, in this retrospective cohort study, the neurological impairment after thrombolysis (but not before) and hemorrhagic transformation remained independent risk factors for seizures or post-stroke epilepsy after thrombolysis. Moreover, we observed that seizures emerged as an independent risk factor for poor outcome after thrombolysis therapy in stroke patients (OR = 3.07; 95% CI = 1.22–7.75; p = 0.018).
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Affiliation(s)
- Rosane Brondani
- Graduate Program in Medicine: Medical Sciences, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Basic Research and Advanced Investigations in Neurology, Hospital de Clínicas de Porto Alegre, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Division of Neurology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Andrea Garcia de Almeida
- Graduate Program in Medicine: Medical Sciences, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Basic Research and Advanced Investigations in Neurology, Hospital de Clínicas de Porto Alegre, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Division of Neurology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Pedro Abrahim Cherubini
- Basic Research and Advanced Investigations in Neurology, Hospital de Clínicas de Porto Alegre, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Division of Neurology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.,CETER-Center for Epilepsy Surgery, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Thaís Leite Secchi
- Graduate Program in Medicine: Medical Sciences, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Basic Research and Advanced Investigations in Neurology, Hospital de Clínicas de Porto Alegre, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Division of Neurology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.,CETER-Center for Epilepsy Surgery, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Marina Amaral de Oliveira
- Basic Research and Advanced Investigations in Neurology, Hospital de Clínicas de Porto Alegre, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil
| | - Sheila Cristina Ouriques Martins
- Graduate Program in Medicine: Medical Sciences, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Division of Neurology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Marino Muxfeldt Bianchin
- Graduate Program in Medicine: Medical Sciences, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Basic Research and Advanced Investigations in Neurology, Hospital de Clínicas de Porto Alegre, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Brazil.,Division of Neurology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.,CETER-Center for Epilepsy Surgery, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
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Al-Kuraishy HM, Al-Gareeb AI, Naji MT, Al-Mamorry F. Role of vinpocetine in ischemic stroke and poststroke outcomes: A critical review. Brain Circ 2020; 6:1-10. [PMID: 32166194 PMCID: PMC7045535 DOI: 10.4103/bc.bc_46_19] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 11/06/2019] [Accepted: 11/18/2019] [Indexed: 02/06/2023] Open
Abstract
Vinpocetine (VPN) is a synthetic ethyl-ester derivative of the alkaloid apovincamine from Vinca minor leaves. VPN is a selective inhibitor of phosphodiesterase type 1 (PDE1) that has potential neurological effects through inhibition of voltage-gated sodium channel and reduction of neuronal calcium influx. VPN has noteworthy antioxidant, anti-inflammatory, and anti-apoptotic effects with inhibitory effect on glial and astrocyte cells during and following ischemic stroke (IS). VPN is effective as adjuvant therapy in the management of epilepsy; it reduces seizure frequency by 50% in a dose of 2 mg/kg/day. VPN improves psychomotor performances through modulation of brain monoamine pathway mainly on dopamine and serotonin, which play an integral role in attenuation of depressive symptoms. VPN recover cognitive functions and spatial memory through inhibition of hippocampal and cortical PDE1 with augmentation of cyclic adenosin monophosphate and cyclic guanosin monophosphate ratio, enhancement of cholinergic neurotransmission, and inhibition of neuronal inflammatory mediators. Therefore, VPN is an effective agent in the management of IS and plays an integral role in the prevention and attenuation of poststroke epilepsy, depression, and cognitive deficit through direct cAMP/cGMP-dependent pathway or indirectly through anti-inflammatory and antioxidant effects.
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Affiliation(s)
- Hayder M. Al-Kuraishy
- Department of Pharmacology, Toxicology and Medicine, College of Medicine, Almustansiriya University, Baghdad, Iraq
| | - Ali I. Al-Gareeb
- Department of Pharmacology, Toxicology and Medicine, College of Medicine, Almustansiriya University, Baghdad, Iraq
| | - Marwa Thaier Naji
- Department of Pharmacology, Toxicology and Medicine, College of Medicine, Almustansiriya University, Baghdad, Iraq
| | - Farah Al-Mamorry
- Department of Pharmacology, Toxicology and Medicine, College of Medicine, Almustansiriya University, Baghdad, Iraq
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38
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Long-term epilepsy after early post-stroke status epilepticus. Seizure 2019; 69:193-197. [DOI: 10.1016/j.seizure.2019.04.022] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 04/28/2019] [Accepted: 04/30/2019] [Indexed: 11/21/2022] Open
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Abstract
Seizures and epilepsy are quite a common outcome of arterial ischemic stroke (AIS) both in pediatric and adult patients, with distinctly higher occurrence in children. These poststroke consequences affect patients' lives, often causing disability. Poststroke seizure (PSS) may also increase mortality in patients with AIS. Early PSS (EPSS) occurring up to 7 days after AIS, late PSS (LPSS) occurring up to 2 years after the onset of AIS, as well as poststroke epilepsy (PSE) can be distinguished. However, the exact definition and cutoff point for PSE should be determined. A wide range of risk factors for seizures and epilepsy after AIS are still being detected and analyzed. More accurate knowledge on risk factors for PSS and PSE as well as possible prediction of epileptic seizures after the onset of AIS may have an impact on improving the prevention and treatment of PSE. The aim of the present review was to discuss current perspectives on diagnosis and treatment of PSS and PSE, both in adult and paediatric patients.
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Affiliation(s)
- Beata Sarecka-Hujar
- Department of Pharmaceutical Technology, School of Pharmacy with the Division of Laboratory Medicine in Sosnowiec, Medical University of Silesia in Katowice, Sosnowiec, Poland,
| | - Ilona Kopyta
- Department of Paediatric Neurology, School of Medicine in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
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40
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Xu MY. Poststroke seizure: optimising its management. Stroke Vasc Neurol 2018; 4:48-56. [PMID: 31105979 PMCID: PMC6475084 DOI: 10.1136/svn-2018-000175] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2018] [Revised: 09/12/2018] [Accepted: 10/11/2018] [Indexed: 01/01/2023] Open
Abstract
Seizure after stroke or poststroke seizure (PSS) is a common and very important complication of stroke. It can be divided into early seizure and late seizure, depending on seizure onset time after the stroke. It has been reported that ischaemic and haemorrhagic stroke accounts for about 11% of all adult epilepsy cases and 45% of epilepsy cases over 60 years of age. However, there are no reliable guidelines in clinical practice regarding most of the fundamental issues of PSS management. In recent years there has been an increased interest in the study of PSS which may give clinical practitioners a better picture of how to optimise PSS management. Studies have indicated two peaks in PSS occurrence—the first day and 6–12 months after a stroke. Haemorrhagic stroke, cortical involvement, severity of initial neurological deficit, younger patients (<65 years of age), family history of seizures and certain genetic factors carry a higher risk of PSS. The use of continuous electroencephalogram has demonstrated significant benefits in capturing interictal or ictal abnormalities, especially in cases of non-convulsive seizures and non-convulsive status epilepticus. Current available data indicated that there was no significant difference in antiepileptic efficacy among most of the antiepileptic drugs (AEDs) in PSS. Levetiracetam and lamotrigine are the most studied newer generation AEDs and have the best drug tolerance. The purpose of this review is to summarise the recent advances in PSS research and focus on the most important practice issues of PSS management.
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Affiliation(s)
- Michael Y Xu
- Department of Neurology, OSF Illinois Neurological Institute, University of Illinois College of Medicine, Peoria, Illinois, USA
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41
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Li CX, Kempf DJ, Tong FC, Yan Y, Xu Z, Connor-Stroud FR, Ford BD, Howell LL, Zhang X. Longitudinal MRI Evaluation of Ischemic Stroke in the Basal Ganglia of a Rhesus Macaque ( Macaca mulatta) with Seizures. Comp Med 2018; 68:496-502. [PMID: 30486918 DOI: 10.30802/aalas-cm-18-000004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
An adult rhesus macaque developed seizures after the induction of ischemic stroke. Initially, on the day of surgery, a focal ischemic lesion was present exclusively in the right caudate nucleus. By 48 h after stroke induction, the lesion had extended into the putamen, when a seizure was observed. Our report highlights the temporal changes in infarction of unilateral basal ganglia after acute stroke and the accompanying clinical symptoms. This unusual case may provide additional information regarding the involvement of the basal ganglia in seizures, given that prior case reports and studies usually have not described the temporal and spatial evolution of the lesion before clinical symptoms emerge.
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Affiliation(s)
- Chun-Xia Li
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Doty J Kempf
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Frank C Tong
- Departments of Radiology and Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Yumei Yan
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Zhengfeng Xu
- Morehouse School of Medicine, Atlanta, Georgia, USA
| | - Fawn R Connor-Stroud
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Byron D Ford
- Morehouse School of Medicine, Atlanta, Georgia, USA; University of California-Riverside School of Medicine, Riverside, California, USA
| | - Leonard L Howell
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA; University of California-Riverside School of Medicine, Riverside, California, USA
| | - Xiaodong Zhang
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA.
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Quirins M, Dussaule C, Denier C, Masnou P. Epilepsy after stroke: Definitions, problems and a practical approach for clinicians. Rev Neurol (Paris) 2018; 175:126-132. [PMID: 30415978 DOI: 10.1016/j.neurol.2018.02.088] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Accepted: 02/28/2018] [Indexed: 11/17/2022]
Abstract
Stroke, whether ischemic or hemorrhagic, is the main etiology of epilepsy in the elderly. However, incidences and outcomes differ according to stroke subtype and delay of onset following the stroke. While the medical literature is extensive, it is not always consistent, and many questions still remain regarding risk factors and management of vascular epilepsy. Thus, the present report here is an overview of the clinical aspects of vascular epilepsy using a practical approach that integrates data from meta-analyses and the more recently published expert recommendations.
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Affiliation(s)
- M Quirins
- Service de neurologie adulte, CHU Bicêtre, 78, avenue du Général Leclerc, 94270 Le Kremlin Bicêtre, France.
| | - C Dussaule
- Service de neurologie adulte, CHU Bicêtre, 78, avenue du Général Leclerc, 94270 Le Kremlin Bicêtre, France
| | - C Denier
- Service de neurologie adulte, CHU Bicêtre, 78, avenue du Général Leclerc, 94270 Le Kremlin Bicêtre, France
| | - P Masnou
- Service de neurologie adulte, CHU Bicêtre, 78, avenue du Général Leclerc, 94270 Le Kremlin Bicêtre, France
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Naylor J, Churilov L, Johnstone B, Guo R, Xiong Y, Koome M, Chen Z, Thevathasan A, Chen Z, Liu X, Kwan P, Campbell BCV. The Association Between Atrial Fibrillation and Poststroke Seizures is Influenced by Ethnicity and Environmental Factors. J Stroke Cerebrovasc Dis 2018; 27:2755-2760. [PMID: 30037649 DOI: 10.1016/j.jstrokecerebrovasdis.2018.05.044] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 05/28/2018] [Indexed: 12/31/2022] Open
Abstract
GOAL Epilepsy is a major complication of stroke. There have been suggestions that patients with cardioembolic stroke are at a greater risk of developing seizures than other stroke subtypes. However, the incidence of atrial fibrillation (AF) and cardioembolic stroke varies considerably across countries, generally higher in Western populations than in Asian populations. This study assessed whether ethnicity affects the association between AF and poststroke seizure (PSS) development. We hypothesized that Royal Melbourne Hospital ([RMH] Melbourne) patients will have significantly higher incidence of AF-related PSS than in the Jinling Hospital (Nanjing) population. MATERIALS AND METHODS This was a retrospective, multicenter cohort study including patients with anterior circulation ischemic stroke admitted between 2008 and 2015. Occurrences of PSS were ascertained by reviewing medical records or telephone follow-up. To test the hypothesis of an interaction between ethnicity and AF for PSS occurrence, a logistic regression model with AF and ethnicity together with an ethnicity-by-AF interaction term was used. FINDINGS Of 782 patients followed-up for seizure development at RMH, 247 (31.6%) patients had AF, of whom 10 (4%) developed PSS. Of 1185 patients followed-up and included at JH, 54 (4.8%) patients with AF, of whom 4 (7.4%) developed PSS. At RMH, no significant association was found between AF and PSS; odds ratio .75, 95% confidence interval .4-1.6, (P = .4). At JH, there was a significant association between AF and increased PSS: OR 4.0, 95% CI 1.3-12.1, (P = .01), P for interaction = .03. CONCLUSION Further understanding of genetic risks and environmental differences across ethnic populations and the role in PSS is required.
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Affiliation(s)
- Jillian Naylor
- Melbourne Brain Centre, Royal Melbourne Hospital and Department of Medicine, University of Melbourne, Parkville, Australia.
| | - Leonid Churilov
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Australia
| | - Benjamin Johnstone
- Melbourne Brain Centre, Royal Melbourne Hospital and Department of Medicine, University of Melbourne, Parkville, Australia
| | - Ruibing Guo
- Department of Neurology, Jinling Hospital, Medical School of Nanjing University, Nanjing, China
| | - Yunyun Xiong
- Department of Neurology, Jinling Hospital, Medical School of Nanjing University, Nanjing, China
| | - Miriam Koome
- Melbourne Brain Centre, Royal Melbourne Hospital and Department of Medicine, University of Melbourne, Parkville, Australia
| | - Ziyi Chen
- Department of Neurology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Arthur Thevathasan
- Melbourne Brain Centre, Royal Melbourne Hospital and Department of Medicine, University of Melbourne, Parkville, Australia
| | - Ziyuan Chen
- Melbourne Brain Centre, Royal Melbourne Hospital and Department of Medicine, University of Melbourne, Parkville, Australia
| | - Xinfeng Liu
- Department of Neurology, Jinling Hospital, Medical School of Nanjing University, Nanjing, China
| | - Patrick Kwan
- Melbourne Brain Centre, Royal Melbourne Hospital and Department of Medicine, University of Melbourne, Parkville, Australia
| | - Bruce C V Campbell
- Melbourne Brain Centre, Royal Melbourne Hospital and Department of Medicine, University of Melbourne, Parkville, Australia
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Risk factors for post-stroke seizure recurrence after the first episode. Seizure 2017; 52:22-26. [PMID: 28957721 DOI: 10.1016/j.seizure.2017.09.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Revised: 09/11/2017] [Accepted: 09/12/2017] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Seizure is a common complication after stroke. However, the clinical characteristics, treatment, and recurrence rates in patients with the first episode of post-stroke seizure remain unclarified. The aim of this study was to identify the predictors of seizure recurrence in those patients. METHOD We retrospectively identified patients admitted to our hospital between July 2010 and June 2014 and followed-up until June 2015 because of the first episode of post-stroke seizure. We classified post-stroke seizure as early (within one week after stroke) or late (in the second week or later). We compared the baseline clinical characteristics and treatment between the groups and investigated the factors that determined seizure recurrence by Cox proportional hazards model. RESULTS A total of 153 patients (84 men; mean age, 73.7±12.3years; 73 hemorrhagic and 80 ischemic strokes; 63 early and 90 late seizure) were included. Compared with the late seizure group, the early seizure group more frequently manifested with status epilepticus; tended to less often undergo stereotactic aspiration of hematoma; and less frequently used anti-epileptic drugs. During the observation period (median 364days, IQR 124-680days), 40 patients were lost to follow-up; subsequently, 113 patients were included in the analysis. The early seizure group had lower survival and seizure recurrence rates than the late seizure group. The factors significantly associated with seizure recurrence were presence of status epilepticus in the early group (HR 4.75, 95% CI 1.28-17.62) and younger age in the late seizure group (HR 0.95, 95% CI 0.93-0.99). CONCLUSIONS In patients with post-stroke seizure, status epilepticus and younger age were the predictors of recurrence after early and late seizure, respectively.
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45
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Kim HJ, Park KD, Choi KG, Lee HW. Erratum to: Clinical predictors of seizure recurrence after the first post-ischemic stroke seizure. BMC Neurol 2017; 17:84. [PMID: 28472920 PMCID: PMC5418852 DOI: 10.1186/s12883-017-0859-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Hyeon Jin Kim
- Departments of Neurology, Ewha Womans University School of Medicine and Ewha Medical Research Institute, Epilepsy and Sleep Center, Ewha Womans University Mokdong Hospital, 1071, Anyangcheon-ro, Yangcheon-gu, Seoul, 158-710, South Korea
| | - Kee Duk Park
- Departments of Neurology, Ewha Womans University School of Medicine and Ewha Medical Research Institute, Epilepsy and Sleep Center, Ewha Womans University Mokdong Hospital, 1071, Anyangcheon-ro, Yangcheon-gu, Seoul, 158-710, South Korea
| | - Kyoung-Gyu Choi
- Departments of Neurology, Ewha Womans University School of Medicine and Ewha Medical Research Institute, Epilepsy and Sleep Center, Ewha Womans University Mokdong Hospital, 1071, Anyangcheon-ro, Yangcheon-gu, Seoul, 158-710, South Korea
| | - Hyang Woon Lee
- Departments of Neurology, Ewha Womans University School of Medicine and Ewha Medical Research Institute, Epilepsy and Sleep Center, Ewha Womans University Mokdong Hospital, 1071, Anyangcheon-ro, Yangcheon-gu, Seoul, 158-710, South Korea.
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