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Choi A, Lee H, Jeong HE, Lee SY, Kwon JS, Han JY, Choe YJ, Shin JY. Association between exposure to antibiotics during pregnancy or early infancy and risk of autism spectrum disorder, intellectual disorder, language disorder, and epilepsy in children: population based cohort study. BMJ 2024; 385:e076885. [PMID: 38777351 PMCID: PMC11109903 DOI: 10.1136/bmj-2023-076885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/11/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVE To evaluate the association between antibiotic use during pregnancy or early infancy and the risk of neurodevelopmental disorders in children. DESIGN Nationwide population based cohort study and sibling analysis. SETTING Korea's National Health Insurance Service mother-child linked database, 2008-21. PARTICIPANTS All children live born between 2009 and 2020, followed up until 2021 to compare those with and without antibiotic exposure during pregnancy or early infancy (first six months of life). MAIN OUTCOMES MEASURES Autism spectrum disorder, intellectual disorder, language disorder, and epilepsy in children. After 1:1 propensity score matching based on many potential confounders, hazard ratios with 95% confidence interval were estimated using Cox proportional hazard models. A sibling analysis additionally accounted for unmeasured familial factors. RESULTS After propensity score matching, 1 961 744 children were identified for the pregnancy analysis and 1 609 774 children were identified for the early infancy analysis. Although antibiotic exposure during pregnancy was associated with increased risks of all four neurodevelopmental disorders in the overall cohort, these estimates were attenuated towards the null in the sibling analyses (hazard ratio for autism spectrum disorder 1.06, 95% confidence interval 1.01 to 1.12; intellectual disorder 1.00, 0.93 to 1.07; language disorder 1.05, 1.02 to 1.09; and epilepsy 1.03, 0.98 to 1.08). Likewise, no association was observed between antibiotic exposure during early infancy and autism spectrum disorder (hazard ratio 1.00, 0.96 to 1.03), intellectual disorder (1.07, 0.98 to 1.15), and language disorder (1.04, 1.00 to 1.08) in the sibling analyses; however, a small increased risk of epilepsy was observed (1.13, 1.09 to 1.18). The results generally remained consistent across several subgroup and sensitivity analyses, except for slightly elevated risks observed among children who used antibiotics during very early life and those who used antibiotics for more than 15 days. CONCLUSIONS In this large cohort study, antibiotic exposure during pregnancy or early infancy was not associated with an increased risk of autism spectrum disorder, intellectual disorder, or language disorder in children. However, elevated risks were observed in several subgroups such as children using antibiotics during very early life and those with long term antibiotic use, which warrants attention and further investigation. Moreover, antibiotic use during infancy was modestly associated with epilepsy, even after control for indications and familial factors. When prescribing antibiotics to pregnant women and infants, clinicians should carefully balance the benefits of use against potential risks.
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Affiliation(s)
- Ahhyung Choi
- School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
- Harvard-MIT Center for Regulatory Science, Harvard Medical School, Boston, MA, USA
| | - Hyesung Lee
- School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
- Department of Biohealth Regulatory Science, Sungkyunkwan University, Suwon, South Korea
| | - Han Eol Jeong
- School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
- Department of Biohealth Regulatory Science, Sungkyunkwan University, Suwon, South Korea
| | - Seo-Young Lee
- Department of Neurology, College of Medicine, Kangwon National University, Chuncheon, South Korea
- Interdisciplinary Graduate Program in Medical Bigdata Convergence, Kangwon National University, Chuncheon, South Korea
| | - Jun Soo Kwon
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, South Korea
- Department of Brain and Cognitive Sciences, Seoul National University College of Natural Sciences, Seoul, South Korea
- Institute of Human Behavioral Medicine, Seoul National University Medical Research Center, Seoul, South Korea
| | - Jung Yeol Han
- Korean Mothersafe Counselling Center, Department of Obstetrics and Gynecology, Inje University Ilsan Paik Hospital, Goyang, South Korea
| | - Young June Choe
- Department of Pediatrics, Korea University Anam Hospital, Korea University College of Medicine, Seoul, South Korea
| | - Ju-Young Shin
- School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
- Department of Biohealth Regulatory Science, Sungkyunkwan University, Suwon, South Korea
- Department of Clinical Research Design & Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, South Korea
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Mbizvo GK, Larner AJ. On the Dependence of the Critical Success Index (CSI) on Prevalence. Diagnostics (Basel) 2024; 14:545. [PMID: 38473017 DOI: 10.3390/diagnostics14050545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 02/28/2024] [Accepted: 03/01/2024] [Indexed: 03/14/2024] Open
Abstract
The critical success index (CSI) is an established metric used in meteorology to verify the accuracy of weather forecasts. It is defined as the ratio of hits to the sum of hits, false alarms, and misses. Translationally, CSI has gained popularity as a unitary outcome measure in various clinical situations where large numbers of true negatives may influence the interpretation of other, more traditional, outcome measures, such as specificity (Spec) and negative predictive value (NPV), or when unified interpretation of positive predictive value (PPV) and sensitivity (Sens) is needed. The derivation of CSI from measures including PPV has prompted questions as to whether and how CSI values may vary with disease prevalence (P), just as PPV estimates are dependent on P, and hence whether CSI values are generalizable between studies with differing prevalences. As no detailed study of the relation of CSI to prevalence has been undertaken hitherto, the dataset of a previously published test accuracy study of a cognitive screening instrument was interrogated to address this question. Three different methods were used to examine the change in CSI across a range of prevalences, using both the Bayes formula and equations directly relating CSI to Sens, PPV, P, and the test threshold (Q). These approaches showed that, as expected, CSI does vary with prevalence, but the dependence differs according to the method of calculation that is adopted. Bayesian rescaling of both Sens and PPV generates a concave curve, suggesting that CSI will be maximal at a particular prevalence, which may vary according to the particular dataset.
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Affiliation(s)
- Gashirai K Mbizvo
- Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Biosciences Building, Crown Street, Liverpool L69 7BE, UK
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool L14 3PE, UK
- Cognitive Function Clinic, The Walton Centre NHS Foundation Trust, Liverpool L9 7LJ, UK
| | - Andrew J Larner
- Cognitive Function Clinic, The Walton Centre NHS Foundation Trust, Liverpool L9 7LJ, UK
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Lee D, Kim B, Kim T, Joe I, Chong J, Min K, Jung K. A ResNet-LSTM hybrid model for predicting epileptic seizures using a pretrained model with supervised contrastive learning. Sci Rep 2024; 14:1319. [PMID: 38225340 PMCID: PMC10789752 DOI: 10.1038/s41598-023-43328-y] [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: 11/03/2022] [Accepted: 09/22/2023] [Indexed: 01/17/2024] Open
Abstract
In this paper, we propose a method for predicting epileptic seizures using a pre-trained model utilizing supervised contrastive learning and a hybrid model combining residual networks (ResNet) and long short-term memory (LSTM). The proposed training approach encompasses three key phases: pre-processing, pre-training as a pretext task, and training as a downstream task. In the pre-processing phase, the data is transformed into a spectrogram image using short time Fourier transform (STFT), which extracts both time and frequency information. This step compensates for the inherent complexity and irregularity of electroencephalography (EEG) data, which often hampers effective data analysis. During the pre-training phase, augmented data is generated from the original dataset using techniques such as band-stop filtering and temporal cutout. Subsequently, a ResNet model is pre-trained alongside a supervised contrastive loss model, learning the representation of the spectrogram image. In the training phase, a hybrid model is constructed by combining ResNet, initialized with weight values from the pre-trained model, and LSTM. This hybrid model extracts image features and time information to enhance prediction accuracy. The proposed method's effectiveness is validated using datasets from CHB-MIT and Seoul National University Hospital (SNUH). The method's generalization ability is confirmed through Leave-one-out cross-validation. From the experimental results measuring accuracy, sensitivity, and false positive rate (FPR), CHB-MIT was 91.90%, 89.64%, 0.058 and SNUH was 83.37%, 79.89%, and 0.131. The experimental results demonstrate that the proposed method outperforms the conventional methods.
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Affiliation(s)
- Dohyun Lee
- Department of Computer Science, Hanyang University, Seoul, 04763, South Korea
| | - Byunghyun Kim
- Department of Computer Science, Hanyang University, Seoul, 04763, South Korea
| | - Taejoon Kim
- Department of Neurology, Ajou University School of Medicine, Suwon, 16499, South Korea
| | - Inwhee Joe
- Department of Computer Science, Hanyang University, Seoul, 04763, South Korea
| | - Jongwha Chong
- Department of Computer Science, State University of New York Korea, Incheon, 21985, South Korea
| | - Kyeongyuk Min
- Department of Electronics Engineering, Hanyang University, Seoul, 04763, South Korea.
| | - Kiyoung Jung
- Department of Neurology, Seoul National University College of Medicine, Seoul, 03080, South Korea.
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Coste J, Mandereau-Bruno L, Carcaillon-Bentata L, Mikaeloff Y, Bouilleret V. Prevalence, demographic and spatial distribution of treated epilepsy in France in 2020: a study based on the French national health data system. J Neurol 2024; 271:519-525. [PMID: 37787813 PMCID: PMC10770219 DOI: 10.1007/s00415-023-11953-2] [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: 07/12/2023] [Revised: 08/16/2023] [Accepted: 08/17/2023] [Indexed: 10/04/2023]
Abstract
BACKGROUND Although still incomplete, the epidemiology of epilepsy shows substantial variations in the burden of the condition according to demographic, social and territorial characteristics. This study aimed to estimate the prevalence of treated epilepsy and to investigate its demographic and spatial distribution in 2020 in France, a country where the nationwide epidemiological situation of the condition remains largely unknown. METHODS We used the French national health data system, which covers nearly the entire population residing in France (over 67 million of inhabitants in metropolitan and overseas departments). Prevalent cases were identified using long-term disease status, hospitalisation for epilepsy (ICD-10 codes G40 or G41), and reimbursements for antiseizure medications and electroencephalograms. RESULTS In 2020, we identified 685,122 epilepsy cases, corresponding to an overall prevalence of 10.2 per 1000 inhabitants [95% confidence interval 10.1-10.2], with similar rates in men and women. Estimates were found to increase with age, with an accelerated rise in the second half of the life, which occurred earlier in men than in women. We observed a monotonic gradient of variation with socio-economic deprivation (in non-military metropolitan subjects aged 18-54 years) as well as territorial heterogeneity, with the mountainous centre of France as well as some French overseas departments having the highest prevalence. CONCLUSIONS Our results revise upwards the estimation of epilepsy prevalence in France, showing that it now ranks among the highest in developed countries. Our study also confirms the important socio-territorial heterogeneity of the condition that reflects health inequalities in this country.
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Affiliation(s)
- Joël Coste
- Santé Publique France (French National Public Health Agency), Saint-Maurice, France.
| | | | | | - Yann Mikaeloff
- CPEA, Assistance Publique-Hôpitaux de Paris, Groupement Hospitalo-Universitaire Paris-Saclay, Paris-Saclay University, Paris, France
- CESP-INSERM, Le Kremlin-Bicêtre, France
| | - Viviane Bouilleret
- Neurophysiology and Epileptology Department, Hôpital Bicêtre, Assistance Publique des Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Paris-Saclay, Le Kremlin-Bicêtre, France
- Laboratoire d'Imagerie Biomédicale Multimodale (BioMaps), Service Hospitalier Frédéric Joliot, CEA, CNRS, Inserm, Université Paris-Saclay, Orsay, France
- School of Medicine, Université Paris Saclay, Le Kremlin Bicêtre, France
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Siddiqui F, Soomro BA, Badshah M, Rehman EU, Numan A, Ikram A, Khan MWA, Ali S, Hashim H, Salam JU, Akram A, Irfan Hashmat M, Iqbal S, Zeeshan Javed M, Iqbal SZ, Maqsood A, Khan A, Maheshwary N, Khan MA. Efficacy and Safety of Brivaracetam in Persons With Epilepsy in a Real-World Setting: A Prospective, Non-Interventional Study. Cureus 2023; 15:e50313. [PMID: 38205459 PMCID: PMC10777439 DOI: 10.7759/cureus.50313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/11/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND AND AIM Epilepsy stands out as one of the most prevalent neurological conditions. Brivaracetam (BRV) is a noteworthy antiseizure medication (ASM) distinguished by its pronounced and selective interaction with the synaptic vesicle protein 2A (SV2A) within the brain. Prior investigations, including regulatory trials, post-marketing assessments, and comparative meta-analyses, have consistently underscored BRV's equivalency in efficacy and superior tolerability when pitted against other antiseizure drugs. This study aimed to evaluate the effectiveness, safety, and acceptability of BRV in treating epileptic patients in the Pakistani population. METHODS This prospective observational study, conducted in Pakistan from February to December 2022, employed a non-probability consecutive sampling technique. This study included 368 adult patients diagnosed with epilepsy, with a focus on those aged 18 and above experiencing focal seizures. Demographic data, clinical history, seizure types, and epilepsy profiles were recorded. Patients were administered BRV (Brivera; manufactured by Helix Pharma Pvt Ltd., Sindh, Pakistan) monotherapy therapy under physician guidance and followed up for three months. The study assessed changes in seizure frequency, side effects, and drug resistance at baseline, 14th day, and 90th day. Safety aspects were monitored, including documenting any adverse effects associated with BRV therapy. RESULTS A total of 368 epileptic patients were included in this study, of which 287 (61.3%) were males and 181 (38.7%) were females. The mean age was 32.91±17.11 years. The mean number of seizures at the baseline visit was 5.74±6.21, at 14 days was 2.89±3.84 and at 90 days was 1.73±5.01 (p<0.001). Overall, a more than 50% reduction in seizure episodes was achieved in 178 (56.3%) patients at day 90, and less than 50% reduction in seizure episodes was achieved by 95 (26.8%) patients on Day 14, with a highly significant association between them (p<0.001). Among 316 patients, only 41 (4.4%) of all BRV-treated patients experienced adverse events; Of these 41 patients, 17 (41.7%) reported dizziness and 14(34.2%) reported behavioral issues. CONCLUSIONS Epileptic patients receiving BRV demonstrated a substantial reduction of greater than 50% seizure episodes at the end of follow-up visits. Moreover, BRV exhibited fewer adverse effects in individuals with epilepsy.
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Affiliation(s)
- Fowzia Siddiqui
- Neurology, The Aga Khan University Hospital (AKUH), Karachi, PAK
| | | | - Mazhar Badshah
- Neurology, Pakistan Institute of Medical Sciences, Islamabad, PAK
| | - Ehsan U Rehman
- Neurology, Akhtar Saeed Medical and Dental College, Islamabad, PAK
| | - Ahsan Numan
- Neurology, Mayo Hospital, King Edward Medical University, Lahore, PAK
| | - Amer Ikram
- Neurology, Doctors Hospital Lahore, Lahore, PAK
| | | | - Sajjad Ali
- Neurology, Dar ul Shifa Hospital Sialkot, Sialkot, PAK
| | | | - Jawwad-Us Salam
- Medicine/Neurology, Dow International Medical College, Dow University of Health Sciences, Karachi, PAK
| | | | | | - Shahid Iqbal
- Neurology, Rehman Medical Institute, Peshawar, PAK
| | | | - S Zafar Iqbal
- Neurology, Tahsil Head Quarter (TQH) Hospital Sadiqabad, Sadiqabad, PAK
| | - Atif Maqsood
- Neurology, Aziz Fatima Hospital, Faisalabad, PAK
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Jang Y, Lee HS, Kim MS, Lee J, Jung KY. Anti-seizure medication prescription in epilepsy patients in South Korea: A seven-year population-based retrospective cohort study. Seizure 2023; 109:70-76. [PMID: 37267669 DOI: 10.1016/j.seizure.2023.05.013] [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: 01/28/2023] [Revised: 04/29/2023] [Accepted: 05/15/2023] [Indexed: 06/04/2023] Open
Abstract
BACKGROUND AND OBJECTIVES This study aimed to explore the natural history of patients with epilepsy using overall antiseizure-medication (ASM) treatment patterns on a nationwide scale in South Korea. METHODS We investigated a retrospective longitudinal cohort of patients with epilepsy in South Korea using nationwide data from the Korean National Health Information Database of the Health Insurance and Review Assessment Service between January 1st, 2009, and December 31st, 2018. Histories of each patient's ASM prescription were followed for up to 7 years from the index date, the first observed date of ICD-10 epilepsy diagnosis codes with at least one ASM prescription. RESULTS Of 82,390 incident patients analyzed, ten thousand and fifty-nine were followed up to seven years, and nearly 60% of them discontinued the ASM(s). The proportion of patients with possible drug-resistant epilepsy (DRE), who experience three or more types of ASMs, gradually increased, reaching approximately 8.8% of the total number of patients in the seventh year (6.45% for adults, 21.8% for children). The duration of progression for half of the patients with possible DRE was 1.29 years for children, 1.79 years for adults, and 1.62 years for mixed-age patients. However, even in the sixth year, 72 cases progressed to possible DRE, and 6 cases with possible DRE discontinued ASMs in the next year, showing a dynamic process. DISCUSSION Our population-based study showed the dynamic changes of anti-seizure medication prescription in epilepsy patients with real-world data, which slowly stabilizes over years after the first diagnosis of epilepsy.
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Affiliation(s)
- Yoonhyuk Jang
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Han Sang Lee
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Min Sun Kim
- Department of Biostatistics, Korea University College of Medicine, Seoul, Republic of Korea
| | - Juneyoung Lee
- Department of Biostatistics, Korea University College of Medicine, Seoul, Republic of Korea.
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea; Seoul National University Hospital Sensory Organ Research Institute, Seoul, Republic of Korea; Seoul National University Medical Research Center Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea.
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Moon HJ, Lee H, Yoon D, Koo YS, Shin JY, Lee SY. Premature Mortality and Causes of Death Among People With Epilepsy: A Nationwide Population-Based Incident Cohort Study. Neurology 2023; 100:e2060-e2070. [PMID: 36948594 PMCID: PMC10186245 DOI: 10.1212/wnl.0000000000207212] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 02/07/2023] [Indexed: 03/24/2023] Open
Abstract
BACKGROUND AND OBJECTIVES People with epilepsy (PWE) are at risk of premature death with considerable variability according to the study population. We aimed to estimate the risk and causes of death in PWE according to age, disease severity, disease course, comorbidities, and socioeconomic status in Korea. METHODS We conducted a nationwide population-based retrospective cohort study using the National Health Insurance database linked with the national death register. Newly treated PWE from 2008 to 2016 who were identified by antiseizure medication (ASM) prescriptions and diagnostic codes for epilepsy/seizure were included and observed until 2017. We assessed all-cause and cause-specific crude mortality rates and standardized mortality ratios (SMRs). RESULTS Among 138,998 PWE, 20,095 deaths were identified, and the mean follow-up period was 4.79 years. The SMR was 2.25 in the overall group of PWE, with a higher value in the younger age group at diagnosis and a shorter time interval after diagnosis. The SMR in the monotherapy group was 1.56, while that in the group with 4 or more ASMs was 4.93. PWE without any comorbidities had an SMR of 1.61. PWE who were rural residents had a higher SMR than those who were urban residents (2.47 vs 2.03, respectively). The causes of death among PWE were cerebrovascular disease (18.9%, SMR 4.50), malignant neoplasms outside the CNS (15.7%, SMR 1.37), malignant neoplasms of the CNS (6.7%, SMR 46.95), pneumonia (6.0%, SMR 2.08), and external causes (7.2%, SMR 2.17), including suicide (2.6%, SMR 2.07). Epilepsy itself and status epilepticus accounted for 1.9% of the overall death. The excess mortality associated with pneumonia and external causes was persistently high, whereas the excess mortality associated with malignancy and cerebrovascular diseases tended to decrease with increasing time since diagnosis. DISCUSSION This study showed excess mortality in PWE, even in those without comorbidities and those receiving monotherapy. Regional disparities and sustained risks of deaths from external causes over 10 years imply potential points of intervention. In addition to active control of seizures, education about injury prevention, monitoring for suicidal ideation, and efforts to improve accessibility to epilepsy care are all required to reduce mortality.
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Affiliation(s)
- Hye-Jin Moon
- From the Department of Neurology (H.-J.M.), Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine; Department of Biohealth Regulatory Science (H.L., D.Y., J.-Y.S.), School of Pharmacy, Sungkyunkwan University, Suwon; Department of Neurology (Y.S.K.), Asan Medical Center, Seoul; Samsung Advanced Institute for Health Sciences & Technology (SAIHST) (J.-Y.S.), Sungkyunkwan University, Seoul; Department of Neurology (S.-Y.L.), College of Medicine, Kangwon National University, Chuncheon; and Interdisciplinary Graduate Program in Medical Bigdata Convergence (S.-Y.L.), Kangwon National University, Chuncheon, South Korea
| | - Hyesung Lee
- From the Department of Neurology (H.-J.M.), Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine; Department of Biohealth Regulatory Science (H.L., D.Y., J.-Y.S.), School of Pharmacy, Sungkyunkwan University, Suwon; Department of Neurology (Y.S.K.), Asan Medical Center, Seoul; Samsung Advanced Institute for Health Sciences & Technology (SAIHST) (J.-Y.S.), Sungkyunkwan University, Seoul; Department of Neurology (S.-Y.L.), College of Medicine, Kangwon National University, Chuncheon; and Interdisciplinary Graduate Program in Medical Bigdata Convergence (S.-Y.L.), Kangwon National University, Chuncheon, South Korea.
| | - Dongwon Yoon
- From the Department of Neurology (H.-J.M.), Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine; Department of Biohealth Regulatory Science (H.L., D.Y., J.-Y.S.), School of Pharmacy, Sungkyunkwan University, Suwon; Department of Neurology (Y.S.K.), Asan Medical Center, Seoul; Samsung Advanced Institute for Health Sciences & Technology (SAIHST) (J.-Y.S.), Sungkyunkwan University, Seoul; Department of Neurology (S.-Y.L.), College of Medicine, Kangwon National University, Chuncheon; and Interdisciplinary Graduate Program in Medical Bigdata Convergence (S.-Y.L.), Kangwon National University, Chuncheon, South Korea
| | - Yong Seo Koo
- From the Department of Neurology (H.-J.M.), Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine; Department of Biohealth Regulatory Science (H.L., D.Y., J.-Y.S.), School of Pharmacy, Sungkyunkwan University, Suwon; Department of Neurology (Y.S.K.), Asan Medical Center, Seoul; Samsung Advanced Institute for Health Sciences & Technology (SAIHST) (J.-Y.S.), Sungkyunkwan University, Seoul; Department of Neurology (S.-Y.L.), College of Medicine, Kangwon National University, Chuncheon; and Interdisciplinary Graduate Program in Medical Bigdata Convergence (S.-Y.L.), Kangwon National University, Chuncheon, South Korea
| | - Ju-Young Shin
- From the Department of Neurology (H.-J.M.), Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine; Department of Biohealth Regulatory Science (H.L., D.Y., J.-Y.S.), School of Pharmacy, Sungkyunkwan University, Suwon; Department of Neurology (Y.S.K.), Asan Medical Center, Seoul; Samsung Advanced Institute for Health Sciences & Technology (SAIHST) (J.-Y.S.), Sungkyunkwan University, Seoul; Department of Neurology (S.-Y.L.), College of Medicine, Kangwon National University, Chuncheon; and Interdisciplinary Graduate Program in Medical Bigdata Convergence (S.-Y.L.), Kangwon National University, Chuncheon, South Korea.
| | - Seo-Young Lee
- From the Department of Neurology (H.-J.M.), Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine; Department of Biohealth Regulatory Science (H.L., D.Y., J.-Y.S.), School of Pharmacy, Sungkyunkwan University, Suwon; Department of Neurology (Y.S.K.), Asan Medical Center, Seoul; Samsung Advanced Institute for Health Sciences & Technology (SAIHST) (J.-Y.S.), Sungkyunkwan University, Seoul; Department of Neurology (S.-Y.L.), College of Medicine, Kangwon National University, Chuncheon; and Interdisciplinary Graduate Program in Medical Bigdata Convergence (S.-Y.L.), Kangwon National University, Chuncheon, South Korea.
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Moon SG, Kim JK, Lee SY, Kim HK. Trends of Epilepsy-Related Mortality in South Korea. J Clin Neurol 2023; 19:174-178. [PMID: 36647228 PMCID: PMC9982184 DOI: 10.3988/jcn.2022.0119] [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: 03/18/2022] [Revised: 08/31/2022] [Accepted: 08/31/2022] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND AND PURPOSE Epilepsy increases the risk of death in affected individuals of any age. We aimed to determine the mortality caused by epilepsy and its time trends in Korea. METHODS We obtained population and cause of death data between 1993 and 2019 from Statistics Korea. We identified death caused by epilepsy or status epilepticus. We calculated the crude mortality rate (CMR), age-specific mortality rate, age-standardized mortality rate (ASMR, corresponding to epilepsy-related deaths per 100,000 persons in the general population), and the proportional mortality (PM, corresponding to the proportion of epilepsy-related deaths among all-cause deaths). RESULTS In 2019, 471 deaths were caused by epilepsy (CMR=0.92), accounting for 0.16% of all deaths in that year. The age-specific mortality rate increased with age, up to 7.01% among individuals aged 80 years and older, while the PM was the highest (3.80%) among individuals aged 5-14 years, which decreased with age. Between 1993 and 2019, the CMR, ASMR, and PM peaked in 2002, and the CMR then rebounded after the trough in this trend in 2011 while the ASMR continued to decrease, and the PM became relatively stable from 2011. Starting in 2005, the age-specific mortality rate for epilepsy had an increasing tendency over time among those aged 75 years or older, and a decreasing tendency in the younger age groups. CONCLUSIONS A declining tendency of mortality from epilepsy was found in the overall population of Korea over recent decades. However, epilepsy is a notable cause of death in children, and epilepsy-related mortality is increasing in the elderly population.
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Affiliation(s)
- Seul Gi Moon
- Department of Neurology, School of Medicine, Kangwon National University, Chuncheon, Korea
| | - Jung-Kyeom Kim
- Department of Medical Bigdata Convergence, Kangwon National University, Chuncheon, Korea
| | - Seo-Young Lee
- Department of Neurology, School of Medicine, Kangwon National University, Chuncheon, Korea.,Department of Medical Bigdata Convergence, Kangwon National University, Chuncheon, Korea
| | - Hyun Kyung Kim
- Department of Neurology, National Medical Center, Seoul, Korea.
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Kim JH, Kim DW, Lee SK, Seo DW, Lee JW, Kim MY, Lee SA. Perampanel as First Add-On Therapy in Patients with Focal-Onset Seizures in the FAME Trial: <i>Post hoc</i> Analyses of Efficacy and Safety Related to Maintenance Dose and Background Antiepileptic Drug Therapy. J Epilepsy Res 2022; 12:13-20. [PMID: 35910326 PMCID: PMC9289376 DOI: 10.14581/jer.22003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 04/13/2022] [Accepted: 04/14/2022] [Indexed: 11/03/2022] Open
Abstract
Background and Purpose: FAME (Fycompa<sup>®</sup> as first Add-on to Monotherapy in patients with Epilepsy; NCT02726074), a previously reported single-arm, phase IV study, showed that perampanel improved seizure control as first add-on to failed anti-seizure medication (ASM) monotherapy in 85 South Korean patients aged ≥12 years with focal-onset seizures (FOS) with/without focal to bilateral tonic-clonic seizures. We present results of three <i>post hoc</i> analyses of FAME that further assessed the efficacy and safety of perampanel.Methods: Patients were stratified by low- (4, 6 mg/day) versus high- (8, 10, 12 mg/day) dose maintenance perampanel, perampanel added to first- versus second-line ASM monotherapy, and concomitant background ASM monotherapy and perampanel dose. The primary endpoint was the proportion of patients with a ≥50% reduction in total seizure frequency during the 24-week maintenance period. Safety was assessed by the descriptive incidence of treatment-emergent adverse events (TEAEs).Results: In <i>post hoc</i> analyses, 50% responder rates were significantly higher for low- versus high-dose maintenance perampanel (88.6% vs. 40.0%; <i>p</i><0.001) and when added to first- versus second-line ASM monotherapy (83.5% vs. 33.3%; <i>p</i>=0.013). By concomitant background ASM and perampanel maintenance dose, 50% responder rates were 100% for perampanel 4 mg/day added to carbamazepine, oxcarbazepine, lamotrigine, or valproic acid, and 85% when added to levetiracetam. Add-on perampanel improved 75% and seizure-free responder rates, and median percent changes from baseline seizure frequency per 28 days. Perampanel was well tolerated when added to ASM monotherapy, with dizziness being the most common TEAE.Conclusions: <i>Post hoc</i> analyses of FAME provide supportive data for the use of perampanel as an effective and well-tolerated first add-on treatment to a broad spectrum of ASM monotherapies in patients with FOS.
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Affiliation(s)
- Ji Hyun Kim
- Department of Neurology, Korea University Guro Hospital, Seoul, Korea
| | - Dong Wook Kim
- Department of Neurology, Konkuk University School of Medicine, Seoul, Korea
| | - Sang Kun Lee
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Dae-Won Seo
- Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | | | | | - Sang Ahm Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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10
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Yoo J, Kim JH, Jeon J, Kim J, Song TJ. Risk of COVID-19 Infection and of Severe Complications Among People With Epilepsy: A Nationwide Cohort Study. Neurology 2022; 98:e1886-e1892. [PMID: 35338078 DOI: 10.1212/wnl.0000000000200195] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 01/27/2022] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To evaluate whether patients with epilepsy were more susceptible to coronavirus disease 2019 (COVID-19) infection and at greater risk of severe complications when infected with COVID-19 when compared with patients without epilepsy. METHODS We included participants who underwent at least one SARS-CoV-2 real-time reverse transcription polymerase chain reaction test between Jan 1 and June 4, 2020 from the Korean nationwide COVID-19 dataset. Epilepsy was defined according to the presence of diagnostic code in health claims data prior to the COVID-19 diagnosis. To investigate the association between epilepsy and the susceptibility or severe complications of COVID-19, a 1:6 ratio propensity score matching (PSM) and logistic regression analysis were performed. Severe complications with COVID-19 infection were defined as a composite of the incidence of mechanical ventilation, intensive care unit admission, and death within two months after COVID-19 diagnosis. RESULTS Among 212,678 study participants who underwent COVID-19 test, 3,919 (1.8%) had a history of epilepsy. After PSM, there was no significant difference in COVID-19 PCR positivity according to epilepsy history [odds ratio (OR): 0.86, 95% confidence interval (CI) 0.67-1.11]. Of the 7,713 individuals with confirmed COVID-19 infection, 72 (0.9%) had a history of epilepsy. Among the COVID-19 patients, the severe complications occurred in 444 (5.8%) individuals. After PSM, the presence of epilepsy was associated with occurrence of severe complications after COVID-19 infection [OR: 2.05, 95% CI: 1.04-4.04]. Mortality following COVID-19 infection did not differ according to the presence of epilepsy history [OR: 1.55, 95% CI: 0.65-3.70]. CONCLUSIONS The presence of epilepsy was not associated with increased susceptibility to COVID-19 infection or mortality related to the infection. However, there was an increased risk of severe complications with COVID-19 in patients with epilepsy; therefore, careful management and monitoring may be necessary.
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Affiliation(s)
- Joonsang Yoo
- Department of Neurology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Republic of Korea
| | - Jee Hyun Kim
- Department of Neurology, Seoul Hospital, Ewha Womans University College of Medicine, Seoul, Republic of Korea
| | - Jimin Jeon
- Department of Neurology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Republic of Korea
| | - Jinkwon Kim
- Department of Neurology, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin-si, Republic of Korea
| | - Tae-Jin Song
- Department of Neurology, Seoul Hospital, Ewha Womans University College of Medicine, Seoul, Republic of Korea
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11
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Park S, Lee H, Kim JH, Jeon HL, Shin JY. Association between tramadol use and seizures: A nationwide case-case-time-control study. Pharmacoepidemiol Drug Saf 2022; 31:614-622. [PMID: 35141978 DOI: 10.1002/pds.5417] [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: 08/09/2021] [Revised: 01/11/2022] [Accepted: 02/07/2022] [Indexed: 11/06/2022]
Abstract
PURPOSE Tramadol may lower the seizure threshold; however, there is no conclusive evidence to confirm this. This study aimed to determine whether the use of tramadol is associated with the occurrence of seizures. METHODS We conducted a case-case-time-control (CCTC) study by identifying patients who had received tramadol and seizure diagnosis in a nationwide healthcare database in South Korea between 2003 and 2015. Each case was matched for age and sex to one future case to adjust for time trends in exposure without selection bias from the use of an external control group. The use of tramadol was assessed during a risk period of 1-30 days, and two reference periods, 61-90 days and 91-120 days, preceding the first diagnosis of seizures. We calculated the adjusted odds ratio (aOR) by dividing the OR in cases (case-crossover) by the OR in future cases (control-crossover). We performed a dose-response analysis using the average daily dose. RESULTS We identified 2,523 incident cases with matched future cases (mean age, 45.4 years; 50% men). The aOR for seizure with tramadol use was 0.94 (95% confidence interval [CI], 0.98-1.43) in the CCTC analysis, with a case-crossover OR of 1.19 (0.98-1.43) and control-crossover OR of 1.27 (1.03-1.56). The dose-response analysis showed a similar trend in the main analysis: a low-dose aOR of 0.80 (0.50-1.28) and a high-dose aOR of 0.92 (0.41-2.11). CONCLUSION We could not identify a significant association between transient use of tramadol and incidence of seizures in clinical practice.
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Affiliation(s)
- Sohee Park
- School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea
| | - Hyesung Lee
- School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea
| | - Ju Hwan Kim
- School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea
| | - Ha-Lim Jeon
- School of Pharmacy, Jeonbuk National University, Jeonju, Jeonbuk, Republic of Korea
| | - Ju-Young Shin
- School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea.,Department of Clinical Research Design & Evaluation, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea.,Department of Biohealth Regulatory Science, Sungkyunkwan University, Suwon, Republic of Korea
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12
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Lee JW, Kim JA, Kim MY, Lee SK. Evaluation of persistence and healthcare utilization in patients treated with anti-seizure medications as add-on therapy: A nationwide cohort study in South Korea. Epilepsy Behav 2022; 126:108459. [PMID: 34902660 DOI: 10.1016/j.yebeh.2021.108459] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 11/12/2021] [Accepted: 11/21/2021] [Indexed: 11/03/2022]
Abstract
OBJECTIVE To compare medication adherence and healthcare utilization among patients who were treated with anti-seizure medications (ASMs) as first add-on to monotherapy for epilepsy using the national health insurance claims data. METHODS A retrospective observational cohort study was conducted using the Korean National Health Insurance claims data. Patients who received ASM as first add-on to monotherapy during January 2017 to February 2018 were included. The selected patients were followed up for 12 months to evaluate persistence, adherence, and healthcare resource utilization. RESULTS In total, 4277 patients who received ASM as first add-on to monotherapy for epilepsy were enrolled. The mean treatment duration of add-on ASM was 296.6 ± 108.6 days during the 1-year follow-up period and 64.3% of the total population were persistent on the add-on ASM at 365 days from the index date. The mean medication possession ratio (MPR) was 90.3 ± 23.7 and the proportion of adherent patients with ≥80% MPR was 79.3%. Lamotrigine (LTG), levetiracetam (LEV), oxcarbazepine (OXC), and perampanel (PER) groups showed significantly higher persistence and adherence than carbamazepine (CBZ), topiramate (TPM), and valproate (VAL) groups during the 1-year follow-up period. Significant differences in length of stays, total hospitalization cost, outpatient visit cost, and emergency cost were shown between ASM groups and LTG, LEV, OXC, and PER showed relatively low utilization and cost. CONCLUSIONS Better adherence was observed in LTG, LEV, OXC, and PER groups than in CBZ, TPM, and VAL groups. Healthcare utilization and related costs showed significant difference between ASM groups.
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Affiliation(s)
- Ji Woong Lee
- Medical, Eisai Korea Inc., 6 Bongeunsa-ro 86-gil, Gangnam-gu, Seoul, Republic of Korea.
| | - Jung-Ae Kim
- Real World Insights, IQVIA Korea, 173 Toegye-ro, Jung-gu, Seoul, Republic of Korea.
| | - Min Young Kim
- Medical, Eisai Korea Inc., 6 Bongeunsa-ro 86-gil, Gangnam-gu, Seoul, Republic of Korea.
| | - Sang Kun Lee
- Department of Neurology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, Republic of Korea.
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13
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Kang KW, Lee H, Shin JY, Moon HJ, Lee SY. Trends in Prescribing of Antiseizure Medications in South Korea: Real-World Evidence for Treated Patients With Epilepsy. J Clin Neurol 2022; 18:179-193. [PMID: 35274836 PMCID: PMC8926764 DOI: 10.3988/jcn.2022.18.2.179] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 12/17/2021] [Accepted: 12/20/2021] [Indexed: 11/21/2022] Open
Abstract
Background and Purpose We investigated the trends in the prescribing of antiseizure medication (ASM) over a 9-year period, and provide real-world data regarding ASM prescriptions of patients with epilepsy in South Korea. Methods This study used data in the Korean National Health Information Database for the period from 2009 to 2017. We included 18 oral ASMs, which were classified into older and newer ASMs based on them first becoming available on the market before or after 1991, respectively. The annual trends in ASM prescriptions were plotted over the 9-year study period, and changes in these trends were evaluated as average annual percentage changes (AAPCs) using Poisson regression. Age- and sex-stratified analyses were also conducted. Results Overall, the proportion of prescriptions involving polytherapy with three or more ASMs increased from 10.08% in 2009 to 10.99% in 2017 (AAPC=0.9%, p<0.001) over the 9-year study period. Among monotherapies, although valproate (VPA) was the most frequently prescribed ASM, the prescription rate of levetiracetam (LEV) steadily increased regardless of age and sex over the study period. The monotherapy prescription trends differed depending on age and sex. In the five most frequently used ASM combination regimens, the prescription rates of VPA/LEV, LEV/oxcarbazepine, and LEV/lamotrigine regimens showed increasing tendencies. In contrast, prescription rates for all combined regimens of older ASMs declined over time in all age groups. Conclusions This is the first epidemiological study of the changes in prescription trends for ASM in South Korea based on nationwide data from 2009 to 2017. We found progressive increases in the use of newer ASMs for both monotherapy and duotherapy, and for polytherapy with three or more ASMs over the 9-year study period.
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Affiliation(s)
- Kyung Wook Kang
- Department of Neurology, Chonnam National University Hospital, Gwangju, Korea
| | - Hyesung Lee
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea
- Department of Biohealth Regulatory Science, Sungkyunkwan University, Suwon, Korea
| | - Ju-Young Shin
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea
- Department of Biohealth Regulatory Science, Sungkyunkwan University, Suwon, Korea
- Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University, Seoul, Korea
| | - Hye-Jin Moon
- Department of Neurology, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Seo-Young Lee
- Department of Neurology, Kangwon National University School of Medicine, Chuncheon, Korea
- Medical Bigdata Convergence, Kangwon National University, Chuncheon, Korea
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14
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Hyun SC, Kim D. Common Practices in Clinical Electroencephalography. KOREAN JOURNAL OF CLINICAL LABORATORY SCIENCE 2021. [DOI: 10.15324/kjcls.2021.53.4.296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Affiliation(s)
- Soon-Chul Hyun
- Department of Neurology, Samsung Medical Center, Seoul, Korea
| | - Dongyeop Kim
- Department of Neurology, Samsung Medical Center, Seoul, Korea
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15
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Jeon JY, Lee H, Shin JY, Moon HJ, Lee SY, Kim JM. Increasing Trends in the Incidence and Prevalence of Epilepsy in Korea. J Clin Neurol 2021; 17:393-399. [PMID: 34184447 PMCID: PMC8242311 DOI: 10.3988/jcn.2021.17.3.393] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 02/10/2021] [Accepted: 02/10/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND AND PURPOSE There have been few reports on recent trends in the occurrence of epilepsy. The aim of this study was to estimate the incidence and prevalence of epilepsy and analyze their annual trends in Korea over the period 2009-2017. METHODS This nationwide population-based study was carried out using the National Health Insurance Service of Korea database. A prevalent case was defined as one of a patient receiving a prescription of anticonvulsants under the diagnostic codes for epilepsy or seizure. An incident case was ascertained by confirming the absence of any epilepsy-related diagnostic codes and anticonvulsant prescription for 2 years or more before the operational definition for a prevalent case was met. Alternative operational definitions for epilepsy were tested. The temporal trends of the incidence and prevalence of epilepsy were analyzed using a Poisson regression model, and are expressed as average annual percentage changes (AAPCs). RESULTS The incidence of epilepsy increased from 28.7/100,000 persons in 2009 to 35.4/100,000 persons in 2017. The prevalence increased gradually from 3.4/1,000 persons in 2009 to 4.8/1,000 persons in 2017. These increasing trends were more evident among elderly subjects aged ≥75 years and in those who had codes for epilepsy or seizure as an additional diagnosis. Age standardization revealed a less prominent but still increasing trend in both incidence (AAPC=0.48%) and prevalence (AAPC=3.11%). CONCLUSIONS There have been increasing trends in both the prevalence and incidence of epilepsy in Korea between 2009 and 2017. This finding appears to be related to societal aging and the high incidence of symptomatic epilepsy in the elderly population.
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Affiliation(s)
- Ji Ye Jeon
- Department of Neurology, Kyungpook National University Chilgok Hospital, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Hyesung Lee
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea
| | - Ju Young Shin
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea.,Samsung Advanced Institute for Health Science & Technology (SAIHST), Sungkyunkwan University, Seoul, Korea
| | - Hye Jin Moon
- Department of Neurology, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea.
| | - Seo Young Lee
- Department of Neurology, College of Medicine, Kangwon National University Chuncheon, Korea.,Interdisciplinary Graduate Program in Medical Bigdata Convergence, Kangwon National University, Chuncheon, Korea.
| | - Jae Moon Kim
- Department of Neurology, Chungnam National University College of Medicine, Daejeon, Korea
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16
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Mbizvo GK, Bennett KH, Schnier C, Simpson CR, Duncan SE, Chin RF. The accuracy of using administrative healthcare data to identify epilepsy cases: A systematic review of validation studies. Epilepsia 2020; 61:1319-1335. [DOI: 10.1111/epi.16547] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 04/28/2020] [Accepted: 04/29/2020] [Indexed: 12/14/2022]
Affiliation(s)
- Gashirai K. Mbizvo
- Muir Maxwell Epilepsy Centre, Centre for Clinical Brain Sciences The University of Edinburgh Edinburgh UK
| | - Kyle H. Bennett
- Muir Maxwell Epilepsy Centre, Centre for Clinical Brain Sciences The University of Edinburgh Edinburgh UK
| | - Christian Schnier
- Usher Institute of Population Health Sciences and Informatics The University of Edinburgh Edinburgh UK
| | - Colin R. Simpson
- Usher Institute of Population Health Sciences and Informatics The University of Edinburgh Edinburgh UK
- School of Health, Faculty of Health Victoria University of Wellington Wellington NZ
| | - Susan E. Duncan
- Muir Maxwell Epilepsy Centre, Centre for Clinical Brain Sciences The University of Edinburgh Edinburgh UK
- Department of Clinical Neurosciences Western General Hospital Edinburgh UK
| | - Richard F.M. Chin
- Muir Maxwell Epilepsy Centre, Centre for Clinical Brain Sciences The University of Edinburgh Edinburgh UK
- Royal Hospital for Sick Children Edinburgh UK
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17
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Byun JI, Kim DW, Kim KT, Yang KI, Lee ST, Seo JG, No YJ, Kang KW, Kim D, Kim JM, Cho YW. Treatment of epilepsy in adults: Expert opinion in South Korea. Epilepsy Behav 2020; 105:106942. [PMID: 32163888 DOI: 10.1016/j.yebeh.2020.106942] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 01/22/2020] [Accepted: 01/22/2020] [Indexed: 12/20/2022]
Abstract
OBJECTIVE The aim of this study was to gather the expert opinions of Korean epileptologists regarding the treatment of adult patients with epilepsy. METHODS A total of 42 neurologists who specialized in epilepsy were surveyed. They completed an online questionnaire describing multiple patient scenarios. Using these scenarios, they evaluated treatment strategies and gave their preference for specific antiepileptic drugs (AEDs) used to treat genetically mediated generalized epilepsy and focal epilepsy. RESULTS Initial AED monotherapy, followed by a second form of alternative monotherapy or an add-on combination therapy, was the preferred treatment strategy. The experts reached consensus for 87.2% of the items. The most commonly selected AEDs for the initial monotherapy for patients with generalized epilepsy were levetiracetam or valproate. For those with focal epilepsy, levetiracetam, oxcarbazepine, or lamotrigine were the most popular selections. Ethosuximide was the treatment of choice only for patients with generalized epilepsy with prominent absence seizures. Levetiracetam was preferred as an add-on therapy for both generalized and focal epilepsy. For special populations of patients, such as elderly adults or those with comorbid diseases, levetiracetam or lamotrigine was selected as the treatment of choice. CONCLUSION Most of the survey results were in accordance with the US expert opinion survey published in 2016. This survey can assist clinicians in making clinical decisions when treating individual adult patients with epilepsy.
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Affiliation(s)
- Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Kyung Hee University, School of Medicine, Seoul, South Korea
| | - Dong Wook Kim
- Department of Neurology, Konkuk University School of Medicine, Seoul, South Korea
| | - Keun Tae Kim
- Department of Neurology, Dongsan Medical Center, Keimyung University School of Medicine, Daegu, South Korea
| | - Kwang Ik Yang
- Department of Neurology, Soonchunhyang University College of Medicine, Cheonan Hospital, Cheonan, South Korea
| | - Soon-Tae Lee
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Jong-Geun Seo
- Department of Neurology, School of Medicine, Kyungpook National University, Daegu, South Korea
| | | | - Kyung Wook Kang
- Department of Neurology, Chonnam National University Hospital, Chonnam National University School of Medicine, Gwangju, South Korea
| | - Daeyoung Kim
- Department of Neurology, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, South Korea
| | - Jae Moon Kim
- Department of Neurology, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, South Korea
| | - Yong Won Cho
- Department of Neurology, Dongsan Medical Center, Keimyung University School of Medicine, Daegu, South Korea.
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18
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Kim KT, Kim DW, Yang KI, Lee ST, Byun JI, Seo JG, No YJ, Kang KW, Kim D, Cho YW. Refining General Principles of Antiepileptic Drug Treatments for Epilepsy. J Clin Neurol 2020; 16:383-389. [PMID: 32657058 PMCID: PMC7354982 DOI: 10.3988/jcn.2020.16.3.383] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 01/19/2020] [Accepted: 01/20/2020] [Indexed: 12/20/2022] Open
Abstract
Antiepileptic drugs (AEDs) are the primary treatment strategy for epilepsy. As the use of AEDs has become more widespread and diverse over the past century, it has become necessary to refine the associated prescription strategies. This prompted the Drug Committee of the Korean Epilepsy Society to perform a systemic review of both international and domestic guidelines as well as literature related to medical treatment of epilepsy, and prepared a series of reviews to provide practical guidelines for clinicians to follow. This article is the first in a series on AED treatments for epilepsy in South Korea.
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Affiliation(s)
- Keun Tae Kim
- Department of Neurology, Keimyung University School of Medicine, Daegu, Korea
| | - Dong Wook Kim
- Department of Neurology, Konkuk University School of Medicine, Seoul, Korea
| | - Kwang Ik Yang
- Department of Neurology, Soonchunhyang University College of Medicine, Cheonan Hospital, Cheonan, Korea
| | - Soon Tae Lee
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Ick Byun
- Department of Neurology, Kyunghee University Hospital at Gangdong, Seoul, Korea
| | - Jong Geun Seo
- Department of Neurology, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Young Joo No
- Department of Neurology, Samsung Noble County, Yongin, Korea
| | - Kyung Wook Kang
- Department of Neurology, Chonnam National University Hospital, Chonnam National University School of Medicine, Gwangju, Korea
| | - Daeyoung Kim
- Department of Neurology, Chungnam National University Hospital, Chungnam National University School of Medicine, Daejeon, Korea
| | - Yong Won Cho
- Department of Neurology, Keimyung University School of Medicine, Daegu, Korea.
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Lee HJ, Choi EK, Kim HS, Kang HC. Medication self-management and the quality of discharge education among parents of children with epilepsy. Epilepsy Behav 2019; 94:14-19. [PMID: 30884402 DOI: 10.1016/j.yebeh.2018.12.030] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 12/29/2018] [Accepted: 12/30/2018] [Indexed: 01/17/2023]
Abstract
INTRODUCTION Medication self-management is critical among children with epilepsy. In the present study, we aimed to investigate the perceptions regarding the quality of discharge education among parents of children with epilepsy. In addition, we assessed the impact of their perceptions on medication self-management. The quality of discharge education was assessed in two parts: content and delivery. The quality of delivery was defined as the manner in which nurses teach the content regarding hospital discharge. METHODS Forty-seven parents of children with epilepsy completed the questionnaires regarding demographics, the quality of discharge education, and medication self-management (the Quality of Discharge Teaching Scale and the Pediatric Epilepsy Medication Self-Management Questionnaire). RESULTS Parent-reported quality of discharge education was positively correlated with medication self-management (r = 0.305; p = .037). Parent-reported quality of delivery, but not the amount of content, was positively correlated with medication self-management (r = 0.347; p = .017). CONCLUSIONS These data suggest that efforts to improve medication self-management among children with epilepsy should include strategies to develop teaching skills among nurses delivering the discharge education.
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Affiliation(s)
- Hyun Jie Lee
- Severance Children's Hospital, Yonsei University College of Nursing, Seoul, Republic of Korea
| | - Eun Kyoung Choi
- Mo-Im Kim Nursing Research Institute, Yonsei University College of Nursing, Seoul, Republic of Korea.
| | - Hee Soon Kim
- Mo-Im Kim Nursing Research Institute, Yonsei University College of Nursing, Seoul, Republic of Korea
| | - Hoon Chul Kang
- Division of Pediatric Neurology, Department of Pediatrics, Pediatric Epilepsy Clinics, Severance Children's Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea; Epilepsy Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
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20
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Lee YK, Park KH, Song YD, Youk T, Nam JY, Song SO, Shin DY, Lee EJ. Changes in the Diagnostic Efficiency of Thyroid Fine-Needle Aspiration Biopsy during the Era of Increased Thyroid Cancer Screening in Korea. Cancer Res Treat 2019; 51:1430-1436. [PMID: 30913873 PMCID: PMC6790840 DOI: 10.4143/crt.2018.534] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Accepted: 02/25/2019] [Indexed: 12/29/2022] Open
Abstract
Purpose The volume of thyroid cancer screening and subsequent thyroid fine-needle aspiration (FNA) have rapidly increased in South Korea. We analyzed the thyroid cancer diagnoses/thyroid FNA ratio according to the annual number of FNA to evaluate changes in the diagnosticefficiency of FNA. Materials and Methods This was a nationwide population-based retrospective cohort study. The overall thyroid cancer diagnoses/thyroid FNA ratio and annual incremental thyroid cancer diagnoses/incremental thyroid FNA ratio were indirectly calculated using data obtained from the Korea Central Cancer Registry database and the Korean National Health Insurance Service claims database from 2004 to 2012. Pearson correlation analyses were performed to evaluate the strength of linear associations between variables. Results The number of thyroid FNA increased from 28,596 to 177,805 (6.2-fold increase) from 2004 to 2012. The overall thyroid cancer diagnoses/thyroid FNA ratio decreased from 36.5% in 2004 to 25.1% in 2012 and was negatively correlated to the number of FNA (R=‒0.977, p < 0.001). The annual incremental thyroid cancer diagnoses/incremental thyroid FNA ratios (range, 15.3% to 30.7%) were always lower than the overall thyroid cancer diagnoses/thyroid FNA ratio in each year and also worsened according to the increase in the number of FNA (R=‒0.853, p=0.007). Conclusion The diagnostic performance of both overall and annual incremental thyroid FNA worsened, whereas the number of thyroid FNA procedures increased. More sophisticated indications for FNA are required to improve its diagnostic efficiency, considering the increased burden of screening-detected thyroid nodules.
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Affiliation(s)
- Young Ki Lee
- Center for Thyroid Cancer, National Cancer Center, Goyang, Korea
| | - Kyeong Hye Park
- Department of Medicine, Yonsei University College of Medicine, Seoul, Korea.,Division of Endocrinology and Metabolism, Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Young Duk Song
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Taemi Youk
- Research Institute, National Health Insurance Service Ilsan Hospital, Goyang, Korea.,Department of Statistics, Korea University, Seoul, Korea
| | - Joo Young Nam
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Sun Ok Song
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Dong Yeob Shin
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Eun Jig Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
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21
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Vaughan KA, Lopez Ramos C, Buch VP, Mekary RA, Amundson JR, Shah M, Rattani A, Dewan MC, Park KB. An estimation of global volume of surgically treatable epilepsy based on a systematic review and meta-analysis of epilepsy. J Neurosurg 2018:1-15. [PMID: 30215556 DOI: 10.3171/2018.3.jns171722] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2017] [Accepted: 03/12/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVEEpilepsy is one of the most common neurological disorders, yet its global surgical burden has yet to be characterized. The authors sought to compile the most current epidemiological data to quantify global prevalence and incidence, and estimate global surgically treatable epilepsy. Understanding regional and global epilepsy trends and potential surgical volume is crucial for future policy efforts and resource allocation.METHODSThe authors performed a systematic literature review and meta-analysis to determine the global incidence, lifetime prevalence, and active prevalence of epilepsy; to estimate surgically treatable epilepsy volume; and to evaluate regional trends by WHO regions and World Bank income levels. Data were extracted from all population-based studies with prespecified methodological quality across all countries and demographics, performed between 1990 and 2016 and indexed on PubMed, EMBASE, and Cochrane. The current and annual new case volumes for surgically treatable epilepsy were derived from global epilepsy prevalence and incidence.RESULTSThis systematic review yielded 167 articles, across all WHO regions and income levels. Meta-analysis showed a raw global prevalence of lifetime epilepsy of 1099 per 100,000 people, whereas active epilepsy prevalence is slightly lower at 690 per 100,000 people. Global incidence was found to be 62 cases per 100,000 person-years. The meta-analysis predicted 4.6 million new cases of epilepsy annually worldwide, a prevalence of 51.7 million active epilepsy cases, and 82.3 million people with any lifetime epilepsy diagnosis. Differences across WHO regions and country incomes were significant. The authors estimate that currently 10.1 million patients with epilepsy may be surgical treatment candidates, and 1.4 million new surgically treatable epilepsy cases arise annually. The highest prevalences are found in Africa and Latin America, although the highest incidences are reported in the Middle East and Latin America. These regions are primarily low- and middle-income countries; as expected, the highest disease burden falls disproportionately on regions with the fewest healthcare resources.CONCLUSIONSUnderstanding of the global epilepsy burden has evolved as more regions have been studied. This up-to-date worldwide analysis provides the first estimate of surgical epilepsy volume and an updated comprehensive overview of current epidemiological trends. The disproportionate burden of epilepsy on low- and middle-income countries will require targeted diagnostic and treatment efforts to reduce the global disparities in care and cost. Quantifying global epilepsy provides the first step toward restructuring the allocation of healthcare resources as part of global healthcare system strengthening.
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Affiliation(s)
- Kerry A Vaughan
- 1Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania.,5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
| | - Christian Lopez Ramos
- 2University of California San Diego School of Medicine, La Jolla, California.,5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
| | - Vivek P Buch
- 1Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Rania A Mekary
- 3Department of Pharmaceutical Business and Administrative Sciences, School of Pharmacy, MCPHS University, Boston.,4Cushing Neurosurgical Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School
| | - Julia R Amundson
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts.,6Miller School of Medicine, University of Miami, Florida
| | - Meghal Shah
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts.,7Warren Alpert Medical School, Brown University, Providence, Rhode Island
| | - Abbas Rattani
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts.,8Meharry Medical College, School of Medicine, Nashville; and
| | - Michael C Dewan
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts.,9Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Kee B Park
- 5Global Neurosurgery Initiative/Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
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22
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Wassenaar M, Carpay JA, Sander JW, Thijs RD. Validity of health insurance data to identify people with epilepsy. Epilepsy Res 2017; 139:102-106. [PMID: 29220740 DOI: 10.1016/j.eplepsyres.2017.11.019] [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: 08/24/2017] [Revised: 11/04/2017] [Accepted: 11/29/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND Large administrative databases may prove useful to assess epilepsy-related comorbidity and mortality. Despite their increased use, their validity as data source in epilepsy is yet under-ascertained. METHODS Achmea is a large Dutch health insurance company covering about 25% of the population. We performed a retrospective cohort study using data from the Achmea Health Insurance Database (AHID) over the period 2006-2009. To assess the validity of epilepsy codes in the AHID, we randomly invited 1000 individuals (age 18-75 years insured by Achmea), attending an epilepsy centre or a district hospital during 2006-2009, to participate. Informed consent was provided and 293 were eligible for inclusion. We compared the diagnostic codes for epilepsy in AHID with the diagnosis in their case-notes (reference standard). As additional measure of validity, we compared prevalence of epilepsy codes in AHID (based on anonymized data of all 26.297 subjects with this code in AHID) with epilepsy prevalence rates in the general Dutch population to estimate an age-specific standardized prevalence ratio. RESULTS We identified 293 participants with an epilepsy code in AHID. The majority (278) of them had a definite or possible diagnosis of epilepsy in the case-notes; i.e. a positive predictive value of 0.95 (95% CI 0.92-0.97). The overall prevalence of epilepsy codes in the AHID was slightly higher than the putative prevalence in the general Dutch population (7.4/1.000 vs. 6.8/1.000) with a Standardized Prevalence Ratio of 1.08 (95% CI: 1.08-1.09). CONCLUSIONS Our findings demonstrate the validity of AHID data for a diagnosis of epilepsy and confirm previous work on using administrative data for epilepsy research.
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Affiliation(s)
- Merel Wassenaar
- Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, The Netherlands
| | - Johannes A Carpay
- Department of Neurology, Tergooi Hospitals, Hilversum, The Netherlands; Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Josemir W Sander
- Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, The Netherlands; NIHR University College London Hospitals, Biomedical Research Centre, UCL Institute of Neurology, London WC1N 3BG and Chalfont Centre for Epilepsy, Chalfont St Peter SL9 0RJ, UK
| | - Roland D Thijs
- Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, The Netherlands; Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands; NIHR University College London Hospitals, Biomedical Research Centre, UCL Institute of Neurology, London WC1N 3BG and Chalfont Centre for Epilepsy, Chalfont St Peter SL9 0RJ, UK.
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Abstract
Headache, especially migraine, has long been associated with epilepsy, based on the common clinical features of these disorders. Both migraine and epilepsy have a genetic predisposition and share common pathophysiological mechanisms including an imbalance between excitatory and inhibitory factors that result in spells of altered brain function and autonomic symptoms. There are well-documented reports on the headache as a sole manifestation of epileptic seizure and headache is commonly associated with as preictal, ictal, and postictal symptoms in epilepsy patients. In addition, migraine and epilepsy are frequently described as highly comorbid conditions and several antiepileptic drugs are used for the patients with migraine as well as epilepsy. In the present review, we briefly discuss the connection between headache and epilepsy in various aspects, including classification, clinical features, epidemiology, genetics, pathophysiology, and treatment.
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Affiliation(s)
- Dong Wook Kim
- Department of Neurology, Konkuk University School of Medicine, Seoul, Korea
| | - Sang Kun Lee
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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24
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Bellini I, Policardo L, Zaccara G, Palumbo P, Rosati E, Torre E, Francesconi P. Identification of prevalent patients with epilepsy using administrative data: the Tuscany experience. Neurol Sci 2017; 38:571-577. [DOI: 10.1007/s10072-016-2798-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Accepted: 12/16/2016] [Indexed: 11/29/2022]
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