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Kim MY, Kim JA, Lee Y, Lee SK. Treatment compliance, treatment patterns, and healthcare utilization in epilepsy patients with first add-on antiepileptic drugs: A nationwide cohort study. Heliyon 2024; 10:e27770. [PMID: 38500981 PMCID: PMC10945250 DOI: 10.1016/j.heliyon.2024.e27770] [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] [Received: 03/06/2023] [Revised: 03/06/2024] [Accepted: 03/06/2024] [Indexed: 03/20/2024] Open
Abstract
Objective This study aimed to assess the treatment compliance, patterns, healthcare resource utilization (HCRU), and costs of anti-epilepsy drugs (AEDs) as the first add-on therapy in patients with epilepsy. Methods We conducted a retrospective population-based cohort study using Korean National Health Insurance claims data from 2016 to 2020. Patients with epilepsy who newly received AED add-on therapy were identified and followed for up to 12 months to evaluate persistence, adherence, treatment patterns, HCRU, and costs. Results Among 6,746 patients who initiated AED add-on therapy, 65.5% were persistent on their index AED add-on from the index date until the end of the follow-up period, and the mean persistent time on the index add-on was 307.3 ± 92.3 days. A total of 76.8% patients were adherent, with a medication possession ratio (MPR) ≥80%, and the mean MPR was 88.9 ± 25.4%. Persistence and adherence to the index AED add-on were relatively higher among patients prescribed lamotrigine, levetiracetam, oxcarbazepine, and perampanel than those prescribed carbamazepine, topiramate, or valproate. A total of 41.0% of the patients changed their index AED add-on during the follow-up period. The carbamazepine, topiramate, and valproate groups had higher rates of change than the other AED groups. HCRU and costs tended to be lower in the lamotrigine, levetiracetam, oxcarbazepine, and perampanel groups. Furthermore, perampanel showed the lowest HCRU and costs for all-cause cases as well as the lowest length of stay and outpatient visits for epilepsy-related cases. Conclusion In this population-based study, the use of lamotrigine, levetiracetam, oxcarbazepine, or perampanel as the first add-on therapy in patients with epilepsy contributed to better treatment compliance and lower HCRU and costs than that of carbamazepine, topiramate, or valproate.
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Affiliation(s)
- Min Young Kim
- 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
| | - Youngeun Lee
- Real World Insights, IQVIA Korea, 173 Toegye-ro, Jung-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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AlMulhim M, AlGhamdi FA, Alharbi ZT, Alharbi RS, AlOmair AA, Alfryyan AA, AlGhamdi OA, AlSolo BS, AlMomen O, Albloushi B, Slosfoor M, Alghamdi M, AlMaghraby NH. Understanding Factors Influencing Length of Stay for Seizure Patients in Emergency Departments. Med Arch 2024; 78:279-284. [PMID: 39981147 PMCID: PMC11838826 DOI: 10.5455/medarh.2024.78.279-284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Accepted: 12/28/2024] [Indexed: 02/22/2025] Open
Abstract
Background Seizures are frequent presentations in emergency departments (EDs) requiring comprehensive evaluation and management. Prolonged length of stay (LOS) for seizure patients can impact patient care and healthcare resource utilization. Understanding the factors influencing LOS in this population is crucial for optimizing ED operations. Objective This retrospective study aimed to analyze the factors influencing the LOS of seizure patients presenting to the ED. Methods The study was conducted at an academic tertiary care center with a busy ED serving a diverse patient population. A retrospective cross-sectional design was employed to analyze data from electronic medical records of seizure patients aged ≥18 years presenting to the ED between 1/1/2020 and 31/12/2022. Data were collected on patient demographics, clinical characteristics, including seizure type, medication adherence, comorbidities, and diagnostic interventions. Statistical analysis included chi-square tests and logistic regression to identify significant associations between variables and LOS. Results Of the 121 seizure patients included, factors significantly associated with prolonged LOS (>4 hours) included generalized tonic-clonic seizures, non-compliance to medication, breakthrough seizures, and diagnostic interventions such as CT head scans and neurology consultations. Conversely, known cases of seizure and absence of comorbidities were associated with shorter LOS (≤4 hours). Conclusion Our study identifies several factors influencing the LOS for seizure patients in the ED, providing insights for optimizing patient care and resource allocation. Strategies aimed at addressing these factors may lead to improved efficiency and better outcomes for seizure patients in the ED.
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Affiliation(s)
- Mohammed AlMulhim
- Emergency Medicine Department Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
| | - Faisal A. AlGhamdi
- Emergency Medicine Department Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
| | - Zeyad T. Alharbi
- College of Medicine Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
| | - Rakan S. Alharbi
- College of Medicine Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
| | | | | | - Omar A. AlGhamdi
- College of Medicine Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
| | - Bader S. AlSolo
- Emergency Medicine Department Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
| | - Omnia AlMomen
- Emergency Medicine Department Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
| | - Basmah Albloushi
- Emergency Medicine Department Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
| | | | - Mohammed Alghamdi
- Radiology Department King Fahad University Hospital Dammam Saudi Arabia
| | - Nisreen H. AlMaghraby
- Emergency Medicine Department Imam Abdulrahman bin Faisal University Dammam Saudi Arabia
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Chen H, Wang Y, Ji T, Jiang Y, Zhou X. Brain functional connectivity-based prediction of vagus nerve stimulation efficacy in pediatric pharmacoresistant epilepsy. CNS Neurosci Ther 2023; 29:3259-3268. [PMID: 37170486 PMCID: PMC10580342 DOI: 10.1111/cns.14257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 04/13/2023] [Accepted: 04/24/2023] [Indexed: 05/13/2023] Open
Abstract
OBJECTIVE Although vagus nerve stimulation (VNS) is a common and widely used therapy for pharmacoresistant epilepsy, the reported efficacy of VNS in pediatric patients varies, so it is unclear which children will respond to VNS therapy. This study aimed to identify functional brain network features associated with VNS action to distinguish VNS responders from nonresponders using scalp electroencephalogram (EEG) data. METHODS Twenty-three children were included in this study, 16 in the discovery cohort and 7 in the test cohort. Using partial correlation value as a measure of whole-brain functional connectivity, we identified the differential edges between responders and nonresponders. Results derived from this were used as input to generate a support vector machine-learning classifier to predict VNS outcomes. RESULTS The postcentral gyrus in the left and right parietal lobe regions was identified as the most significant differential brain region between VNS responders and nonresponders (p < 0.001). The resultant classifier demonstrated a mean AUC value of 0.88, a mean sensitivity rate of 91.4%, and a mean specificity rate of 84.3% on fivefold cross-validation in the discovery cohort. In the testing cohort, our study demonstrated an AUC value of 0.91, a sensitivity rate of 86.6%, and a specificity rate of 79.3%. Furthermore, for prediction accuracy, our model can achieve 81.4% accuracy at the epoch level and 100% accuracy at the patient level. SIGNIFICANCE This study provides the first treatment response prediction model for VNS using scalp EEG data with ictal recordings and offers new insights into its mechanism of action. Our results suggest that brain functional connectivity features can help predict therapeutic response to VNS therapy. With further validation, our model could facilitate the selection of targeted pediatric patients and help avoid risky and costly procedures for patients who are unlikely to benefit from VNS therapy.
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Affiliation(s)
- Hao Chen
- Beijing International Center for Mathematical ResearchPeking UniversityBeijingChina
| | - Yi Wang
- Beijing International Center for Mathematical ResearchPeking UniversityBeijingChina
| | - Taoyun Ji
- Department of Pediatrics and Pediatric Epilepsy CenterPeking University First HospitalBeijingChina
| | - Yuwu Jiang
- Department of Pediatrics and Pediatric Epilepsy CenterPeking University First HospitalBeijingChina
| | - Xiao‐Hua Zhou
- Beijing International Center for Mathematical ResearchPeking UniversityBeijingChina
- Department of Biostatistics, School of Public HealthPeking UniversityBeijingChina
- Pazhou LabGuangzhouChina
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Chen S, Fukasawa T, Ikeda A, Takeuchi M, Shimotake A, Yoshida S, Kawakami K. Adherence to and persistence with lacosamide, perampanel, lamotrigine, and levetiracetam in adult patients with focal epilepsy in Japan: A descriptive cohort study using a claims database. Heliyon 2023; 9:e15017. [PMID: 37064469 PMCID: PMC10102552 DOI: 10.1016/j.heliyon.2023.e15017] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 03/14/2023] [Accepted: 03/24/2023] [Indexed: 03/31/2023] Open
Abstract
Objective We evaluated adherence to and 1-year persistence of two third-generation anti-seizure medications (ASMs), lacosamide and perampanel, in adult patients with focal epilepsy, compared with lamotrigine and levetiracetam. Methods A cohort study was conducted using a Japanese health insurance claims database (JMDC Inc.). We identified patients with adult-onset focal epilepsy who initiated any of the four ASMs between August 31, 2016, and October 31, 2019. Patients were further classified into ASM-naïve patients initiating any of the four ASMs as first-line treatment, and ASM-experienced patients initiating any of the four ASMs as second- or later-line treatment. Outcomes included adherence (proportion of days covered [PDC], defined as the total number of days covered by ASMs divided by the total number of days in the follow-up period) and 1-year persistence for the four ASMs. Results We identified 141 lacosamide, 75 perampanel, 80 lamotrigine, and 530 levetiracetam initiators. Among these, the proportion of ASM-naïve patients was highest in the levetiracetam group (60.8%), followed by the lamotrigine (25.0%), lacosamide (20.6%), and perampanel groups (1.3%). Mean PDC (standard deviation) was similar across the four groups, at 0.95 (0.08) for lacosamide, 0.93 (0.12) for perampanel, 0.92 (0.10) for lamotrigine and 0.94 (0.11) for levetiracetam. The proportion of patients persisting with treatment for 1 year was highest in the lacosamide group (73.0%), followed by the levetiracetam (58.3%), lamotrigine (57.5%), and perampanel groups (54.7%). In ASM-naïve patients, adherence and 1-year persistence were almost identical in the lacosamide, lamotrigine, and levetiracetam groups. Results for ASM-experienced patients did not significantly differ from those of all patients. Significance With regard to adherence and 1-year persistence, lacosamide may be equal to or better than lamotrigine and levetiracetam, especially in patients with experienced ASM, while perampanel may be comparable to lamotrigine and levetiracetam in patients with experienced ASM.
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Affiliation(s)
- Siming Chen
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Akio Ikeda
- Department of Epilepsy, Movement Disorders and Physiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Masato Takeuchi
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Akihiro Shimotake
- Department of Neurology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Satomi Yoshida
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Corresponding author. Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto, 606-8501, Japan.
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Wang Q, Xu Y, Chen Y, Wu X, Ge Y, Zhu G. Effectiveness and safety of perampanel as adjunctive therapy among Chinese patients with focal-onset epilepsy: A real-world prospective observational study. Epilepsy Behav 2022; 136:108937. [PMID: 36215830 DOI: 10.1016/j.yebeh.2022.108937] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 09/19/2022] [Accepted: 09/25/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Perampanel (PER) has previously been shown to be effective and tolerable when used as an adjunctive therapy for patients with focal-onset seizures (FOS). This study aimed to evaluate the effect of PER as adjunctive therapy for patients with FOS in the Chinese population under real-world conditions for 1 year. METHODS A prospective, single-center, 1-year observational study was conducted at Huashan Hospital, enrolling both under age (≥4 years old) and adult patients with FOS. Response to PER was assessed at 3-, 6-, and 12-month checkpoints by analyzing the 50 % responder rate, the seizure-free rate, and reduction in seizure frequency. RESULTS One hundred and eight patients (mean age: 26.6 years, 56.5 % males) with FOS were included, with seventy-six patients finishing the 1-year follow-up (retention rate: 70.4 %, mean PER dose: 4.3 mg/day). The seizure frequency was reduced significantly at 3, 6, and 12 months relative to baseline (p < 0.001 for each seizure type). At 12 months, the responder rate was 65.8 %, and the seizure-free rate was 39.5 %. A significantly higher responder rate was found in patients with focal to bilateral tonic-clonic seizures (p = 0.024), among which the percentage of patients with sleep-related epilepsy was significantly high (p = 0.045). Responders had a lower number of concomitant anti-seizure medications (ASMs) than the non-responders (p = 0.009). Drug-related adverse events (AEs) were reported in 37 % of patients, mostly mild or moderate, and the patients who experienced AEs had a higher daily dose of PER than those who did not (p = 0.026). CONCLUSION Perampanel, an add-on therapy for focal-onset seizures, was found to be effective and tolerable in Chinese patients at 12 months.
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Affiliation(s)
- Qinyue Wang
- Department of Neurology, Huashan Hospital, Fudan University, China
| | - Ye Xu
- Department of Neurology, Huashan Hospital, Fudan University, China
| | - Yuncan Chen
- Department of Neurology, Huashan Hospital, Fudan University, China
| | - Xunyi Wu
- Department of Neurology, Huashan Hospital, Fudan University, China; National Center for Neurological Disorders, Shanghai, China.
| | - Yan Ge
- Department of Neurology, Huashan Hospital, Fudan University, China; National Center for Neurological Disorders, Shanghai, China
| | - Guoxing Zhu
- Department of Neurology, Huashan Hospital, Fudan University, China; National Center for Neurological Disorders, Shanghai, China
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Wheless J, Chourasia N. Safety evaluation of perampanel as monotherapy or first adjunctive therapy in patients with epilepsy. Expert Opin Drug Saf 2022; 21:1239-1247. [PMID: 36263757 DOI: 10.1080/14740338.2022.2134856] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION There is a need for anti-seizure medications (ASMs) that are well tolerated and effective as monotherapy or first adjunctive therapy to reduce the need for adjunctive ASMs to treat newly diagnosed epilepsy, and to reduce the number of concomitant ASMs in patients with refractory epilepsy. Although the pivotal trials of perampanel evaluated its adjunctive use in patients with refractory seizures, open-label/real-world studies support its use in first/second-line settings. AREAS COVERED This paper reviews the pharmacology, efficacy, and safety/tolerability of perampanel, focusing on its use as monotherapy or first adjunctive therapy. The safety of perampanel in special populations and its safety/tolerability compared with that of other ASMs is also discussed. EXPERT OPINION Perampanel is a favorable candidate for initial or first adjunctive therapy due to its favorable efficacy and safety/tolerability as monotherapy and adjunctive therapy, its long half-life and ease of use, and its limited drug-drug interactions. The proposed mitigation strategies for managing the risk of serious psychiatric adverse events are appropriate patient selection, use of low doses, and slow titration. The growing body of evidence might shift current treatment strategies towards the early use of perampanel and its use at a low dose (4 mg/day).
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Affiliation(s)
- James Wheless
- University of Tennessee Health Science Center, Le Bonheur Children's Hospital, Memphis, TN, USA
| | - Nitish Chourasia
- University of Tennessee Health Science Center, Le Bonheur Children's Hospital, Memphis, TN, USA
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