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Pricing dynamics of anti-seizure medications in the U.S. 美国抗癫痫药物的定价动态
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-09-18 DOI: 10.1016/j.seizure.2024.09.010
Pradeep Javarayee , Tengizi Mtchedlidze , Wanda Snell , Vibha Mahesha , Jennifer Meylor , Shamshad Shahrukh , Shannon Pollock , Jeetendra Sah , Yilu Dong , Hema Patel
<div><h3>Background</h3><p>The median cost of anti-seizure medications (ASM) in the United States (U.S.) nearly doubled per person between 2006 and 2021. This increase, combined with shifts in ASM usage and the impact of the COVID-19 pandemic on drug supply chains amid rising inflation, underscored the urgent need to scrutinize ASM pricing dynamics. This study aimed to analyze the complex dynamics of ASM pricing in the U.S. over the past decade (2013–2023); this included how the entry of generic ASMs influenced the pricing of brand-name counterparts and what impacted price variations across different ASM formulations (e.g., significant inflation, the COVID-19 pandemic).</p></div><div><h3>Methods</h3><p>This study utilized National Average Drug Acquisition Cost (NADAC) data from November 2013 to July 2023. We adjusted ASM prices for inflation using the Consumer Price Index for Medicinal Drugs - Seasonally Adjusted (CPI-MDS). Statistical analyses included fixed effects regressions and multivariable regression analysis to evaluate the impact of inflation, the number of medication labelers, and the COVID-19 pandemic on ASM prices.</p></div><div><h3>Results</h3><p>Our study analyzed 23 ASMs approved by the U.S. Food and Drug Administration (FDA), which encompassed 223 oral formulations:112 brand-name and 111 generics. From 2013–2016 to 2020–2023, accounting for standard deviations (SD), the average price of brand-name ASMs increased from $8.71 (SD 5.9) to $15.43 (SD 10.7), while generic ASMs saw a slight decrease from $1.39 (SD 1.8) to $1.26 (SD 1.6). Consequently, the price gap between brand-name and generic ASMs surged from 1452.39 % to 3399.26 %. The proportion of matched brand-name and generic ASMs with a price difference of 1000 %–9999 % increased from 32.88 % (2013–2016) to 41.43 % (2020–2023), while those exceeding 10,000 % rose from 16.44 % to 20 % in the same period. Generic immediate-release (IR) formulations were significantly less expensive than extended-release (ER) or delayed-release (DR) counterparts, with cost differences reaching up to 7751.20 %. The number of medication labelers was inversely related to generic ASM prices, which decreased by 5.45 % (<em>p</em> = 0.001) with each additional generic labeler, while brand-name ASM prices increased by 2.46 % (<em>p</em> < 0.001) with each additional generic labeler. The COVID-19 pandemic led to a 24.4 % increase in brand-name ASM prices and a 23.1 % decrease in generic ASM prices.</p></div><div><h3>Conclusions</h3><p>The findings reveal an expanding price disparity between brand-name and generic oral ASMs. An inverse relationship was observed between the number of medication labelers and generic ASM prices, with additional labelers driving down generic prices. However, introducing more generic labelers led to a significant increase in brand-name ASM prices. Furthermore, following patent expirations, brand-name ASM prices rose—a trend explained by the "generics paradox," where, contrary
背景2006年至2021年间,美国抗癫痫药物(ASM)的人均费用中位数几乎翻了一番。这一增长,再加上抗癫痫药物使用的变化以及 COVID-19 大流行对药物供应链的影响,凸显了仔细研究抗癫痫药物定价动态的迫切需要。本研究旨在分析过去十年(2013-2023 年)美国 ASM 定价的复杂动态,包括仿制药 ASM 的进入如何影响品牌药的定价,以及影响不同 ASM 制剂价格变化的因素(如严重通胀、COVID-19 大流行)。我们使用经季节性调整的医疗药品消费价格指数(CPI-MDS)对 ASM 价格进行了通货膨胀调整。统计分析包括固定效应回归和多变量回归分析,以评估通货膨胀、药品标签数量和 COVID-19 大流行对 ASM 价格的影响。结果我们的研究分析了美国食品药品管理局 (FDA) 批准的 23 种 ASM,其中包括 223 种口服制剂:112 种品牌药和 111 种仿制药。从2013-2016年到2020-2023年,考虑到标准差(SD),品牌ASM的平均价格从8.71美元(SD 5.9)上升到15.43美元(SD 10.7),而仿制药ASM的平均价格略有下降,从1.39美元(SD 1.8)下降到1.26美元(SD 1.6)。因此,品牌和非专利自动售货机之间的价格差距从 1452.39% 猛增至 3399.26%。价格差距在 1000 %-9999 % 之间的匹配品牌和仿制药 ASM 的比例从 32.88 %(2013-2016 年)上升至 41.43 %(2020-2023 年),而同期价格差距超过 10 000 % 的 ASM 的比例从 16.44 % 上升至 20 %。非专利速释(IR)制剂的价格明显低于缓释(ER)或缓释(DR)制剂,成本差异高达 7751.20%。药物贴标签者的数量与非专利自动售药价格成反比,每增加一个非专利贴标签者,自动售药价格就会下降 5.45 %(p = 0.001),而每增加一个非专利贴标签者,品牌自动售药价格就会上升 2.46 %(p < 0.001)。COVID-19大流行导致品牌ASM价格上涨24.4%,非专利ASM价格下降23.1%。观察发现,药品贴标机数量与非专利ASM价格之间存在反比关系,贴标机数量增加会使非专利药价格下降。然而,引入更多的仿制药贴标签者会导致品牌 ASM 价格大幅上涨。此外,在专利到期后,品牌自动售卖机的价格上涨--这种趋势可以用 "仿制药悖论 "来解释,即与预期相反,当仿制药进入市场时,品牌药的价格不仅不会下降,甚至还有可能上涨。这些发现突出表明,有必要对药品定价政策进行有针对性的干预,以控制与癫痫治疗相关的成本上升。为确保公平地获得 ASMs,利益相关者必须了解并解决驱动这些定价动态的因素。
{"title":"Pricing dynamics of anti-seizure medications in the U.S.","authors":"Pradeep Javarayee ,&nbsp;Tengizi Mtchedlidze ,&nbsp;Wanda Snell ,&nbsp;Vibha Mahesha ,&nbsp;Jennifer Meylor ,&nbsp;Shamshad Shahrukh ,&nbsp;Shannon Pollock ,&nbsp;Jeetendra Sah ,&nbsp;Yilu Dong ,&nbsp;Hema Patel","doi":"10.1016/j.seizure.2024.09.010","DOIUrl":"10.1016/j.seizure.2024.09.010","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Background&lt;/h3&gt;&lt;p&gt;The median cost of anti-seizure medications (ASM) in the United States (U.S.) nearly doubled per person between 2006 and 2021. This increase, combined with shifts in ASM usage and the impact of the COVID-19 pandemic on drug supply chains amid rising inflation, underscored the urgent need to scrutinize ASM pricing dynamics. This study aimed to analyze the complex dynamics of ASM pricing in the U.S. over the past decade (2013–2023); this included how the entry of generic ASMs influenced the pricing of brand-name counterparts and what impacted price variations across different ASM formulations (e.g., significant inflation, the COVID-19 pandemic).&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Methods&lt;/h3&gt;&lt;p&gt;This study utilized National Average Drug Acquisition Cost (NADAC) data from November 2013 to July 2023. We adjusted ASM prices for inflation using the Consumer Price Index for Medicinal Drugs - Seasonally Adjusted (CPI-MDS). Statistical analyses included fixed effects regressions and multivariable regression analysis to evaluate the impact of inflation, the number of medication labelers, and the COVID-19 pandemic on ASM prices.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;p&gt;Our study analyzed 23 ASMs approved by the U.S. Food and Drug Administration (FDA), which encompassed 223 oral formulations:112 brand-name and 111 generics. From 2013–2016 to 2020–2023, accounting for standard deviations (SD), the average price of brand-name ASMs increased from $8.71 (SD 5.9) to $15.43 (SD 10.7), while generic ASMs saw a slight decrease from $1.39 (SD 1.8) to $1.26 (SD 1.6). Consequently, the price gap between brand-name and generic ASMs surged from 1452.39 % to 3399.26 %. The proportion of matched brand-name and generic ASMs with a price difference of 1000 %–9999 % increased from 32.88 % (2013–2016) to 41.43 % (2020–2023), while those exceeding 10,000 % rose from 16.44 % to 20 % in the same period. Generic immediate-release (IR) formulations were significantly less expensive than extended-release (ER) or delayed-release (DR) counterparts, with cost differences reaching up to 7751.20 %. The number of medication labelers was inversely related to generic ASM prices, which decreased by 5.45 % (&lt;em&gt;p&lt;/em&gt; = 0.001) with each additional generic labeler, while brand-name ASM prices increased by 2.46 % (&lt;em&gt;p&lt;/em&gt; &lt; 0.001) with each additional generic labeler. The COVID-19 pandemic led to a 24.4 % increase in brand-name ASM prices and a 23.1 % decrease in generic ASM prices.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Conclusions&lt;/h3&gt;&lt;p&gt;The findings reveal an expanding price disparity between brand-name and generic oral ASMs. An inverse relationship was observed between the number of medication labelers and generic ASM prices, with additional labelers driving down generic prices. However, introducing more generic labelers led to a significant increase in brand-name ASM prices. Furthermore, following patent expirations, brand-name ASM prices rose—a trend explained by the \"generics paradox,\" where, contrary","PeriodicalId":49552,"journal":{"name":"Seizure-European Journal of Epilepsy","volume":"122 ","pages":"Pages 26-33"},"PeriodicalIF":2.7,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142271444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seizure outcome in surgically treated pediatric gangliogliomas and dysembryoplastic neuroepitheliomas according to imaging and resection strategies 根据成像和切除策略确定手术治疗小儿神经节胶质瘤和胚胎发育不全神经上皮瘤的癫痫预后
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-09-12 DOI: 10.1016/j.seizure.2024.09.002
Julia Shawarba , Karl Roessler , Matthias Tomschik , Jonathan Wais , Fabian Winter , Florian Mayer , Gregor Kasprian , Christine Haberler , Tatjana Traub-Weidinger , Martin Niederle , Thomas Czech , Johannes Herta , Christian Dorfer , Martha Feucht

Purpose

Imaging and resection strategies for pediatric gangliogliomas (GG) and dysembryoplastic neuroepitheliomas (DNET) presenting with epilepsy were retrospectively analyzed in a consecutive institutional series of surgically treated patients.

Methods

Twenty-two children (median 8 years, 3–18 years) presented with seizures for 30 months median (14–55.2 months) due to a histologically verified GG/DNET.

Results

There were 20 GG and 2 DNT, 68 % located temporal, 32 % extra-temporal. Seizure history was significantly longer in temporal cases (38 versus 14 months median, p < 0.01). MRI contrast enhancement was present in 50 % and methionine (MET) positron emission tomography (PET) uptake in 70 % (standard uptake values (SUVs) 2.92 mean, from 1.6 to 6.4). 27 % had glucose PET hypometabolism. Primarily, in temporal GG, ECoG (electrocorticography) -guided lesionectomies were performed in 87 % and antero-mesial temporal lobe resections (AMTLR) in 13 %, whereas in extra-temporal GG/DNETs, lesionectomies were performed in 100 %. ILAE Class 1 seizure outcome was primarily achieved in 73 % of the temporal cases, and was increased to 93 % by performing six repeat surgeries using AMTLR. Extratemporal patients experienced ILAE Class 1 seizure outcomes in 86 % without additional surgeries, although harboring significantly more residual tumor (p < 0.005, mean follow-up 28 months).

Conclusion

In children, MET PET imaging for suspected GG is proposed preoperatively showing a high diagnostic sensitivity and an option to delineate the lesions for navigated resection, whereas MRI contrast behavior was of no differential diagnostic use. As a surgical strategy we propose primarily lesionectomies for extratemporal but AMTLR for temporal GG respecting eloquent brain areas.

目的对连续接受手术治疗的儿童神经节胶质瘤(GG)和胚胎发育不良性神经上皮瘤(DNET)患者的影像学和切除策略进行回顾性分析。方法22名儿童(中位数8岁,3-18岁)因组织学证实的GG/DNET而癫痫发作,中位数为30个月(14-55.2个月)。颞部病例的癫痫发作史明显更长(中位 38 个月对 14 个月,p <0.01)。50%的病例存在磁共振成像对比增强,70%的病例存在蛋氨酸(MET)正电子发射断层扫描(PET)摄取(标准摄取值(SUV)平均为 2.92,从 1.6 到 6.4 不等)。27% 的人存在葡萄糖 PET 代谢低下。87%的颞叶GG患者在ECoG(脑电图)引导下进行了病灶切除术,13%的患者进行了颞叶前侧切除术(AMTLR),而100%的颞叶外GG/DNET患者进行了病灶切除术。73% 的颞叶病例主要达到了 ILAE 1 级癫痫发作结果,通过使用 AMTLR 进行六次重复手术,这一比例提高到 93%。结论在儿童中,建议术前对疑似 GG 进行 MET PET 成像检查,其诊断灵敏度很高,而且可以为导航切除术划定病灶范围,而 MRI 造影则没有鉴别诊断作用。作为一种手术策略,我们建议主要对颞外型 GG 进行病灶切除,但对颞型 GG 进行 AMTLR,同时尊重脑的功能区。
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引用次数: 0
"Mood, psychosis and suicidal behavior in epilepsy". "癫痫患者的情绪、精神病和自杀行为"。
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-09-11 DOI: 10.1016/j.seizure.2024.09.007
Hrvoje Hećimović

Epilepsy is a chronic neurological disorder that has complex relations with social, vocational and psychological functioning. Multiple studies showed that frequency of mood disorders in patients with epilepsy is increased and include depression, anxiety and psychosis. We present data from a neurobiological prospective having clinical relevance for epilepsy and comorbidities, including studies in people with late onset epilepsies. Better understanding of neurobiological mechanisms, anatomical, functional, neuroendocrine and molecular basis of psychiatric comorbidities in persons with epilepsy, can advance therapeutic responses. Epilepsy patients have a significantly higher prevalence of depressive symptoms. Many studies showed that depressive symptoms reduce their quality of life. Psychosis in epilepsy is a rare but severe disorder that usually occurs in patients with early onset of seizures, less localised ictal EEG recordings and seizure clustering. Suicide behavior presents an important problem in managing people with epilepsy. Suicidal ideation is not uncommon, and patients also have an increased risk for suicidal attempt or completed suicide. Psychiatric comorbidities present a significant problem and ask for a multidisciplinary approach to optimize treatment of people with epilepsy.

癫痫是一种慢性神经系统疾病,与社会、职业和心理功能有着复杂的关系。多项研究表明,癫痫患者出现情绪障碍的频率增加,包括抑郁、焦虑和精神病。我们介绍了对癫痫和合并症具有临床意义的神经生物学前瞻性研究数据,包括对晚发癫痫患者的研究。更好地了解癫痫患者精神合并症的神经生物学机制、解剖学、功能、神经内分泌和分子基础,可以促进治疗对策。癫痫患者的抑郁症状发生率明显较高。许多研究表明,抑郁症状会降低他们的生活质量。癫痫患者中的精神病是一种罕见但严重的疾病,通常发生在癫痫发作起始较早、发作性脑电图记录局部性较差和发作聚集的患者身上。自杀行为是管理癫痫患者的一个重要问题。自杀意念并不少见,患者自杀未遂或自杀完成的风险也会增加。精神并发症是一个重要问题,需要采用多学科方法来优化癫痫患者的治疗。
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引用次数: 0
Epidemiology of self-limited epilepsy with centrotemporal spikes (SeLECTS): A population study using primary care records 自限性颞中央棘波癫痫(SeLECTS)的流行病学:一项利用初级保健记录进行的人口研究。
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-09-11 DOI: 10.1016/j.seizure.2024.09.008
Arron S. Lacey , Carys B. Jones , Seung Gwan Ryoo , Jacqueline Stephen , Christopher J. Weir , William Owen Pickrell , Richard F. Chin

Background and objective

Information on self-limited epilepsy with centrotemporal spikes (SeLECTS) epidemiology is limited. We aimed to determine the incidence of SeLECTS in children, its association with socioeconomic deprivation and the prevalence of neurodevelopmental comorbidities.

Method

We performed a retrospective cohort study (2004–2017) using anonymised, linked, routinely collected, primary care and demographic data for children in Wales. We used primary care diagnosis codes to identify children (aged 0–16 years) with SeLECTS and other epilepsies and to record antiseizure medication (ASM) prescriptions and neurodevelopmental comorbidities. We used a mixed effects Poisson regression model to determine temporal trends of SeLECTS incidence and its association with socioeconomic deprivation.

Results

We identified 6,732 children with epilepsy, 186 (3%) with SeLECTS. In 2017, epilepsy and SeLECTS prevalence was 0.55% and 0.02% respectively with corresponding crude incidence of 51.2/100,000/year and 1.1/100,000/year. The incidence of epilepsy in children decreased with decreasing deprivation with an adjusted incidence rate ratio (AIRR) of 0.72 (95% CI 0.64–0.82) in the least deprived compared with the most deprived quintile. The corresponding AIRR for children with SeLECTS was 1.35 (95% CI 0.46–1.99). 34% of children with epilepsy, 18% of children with SeLECTS and 3% of all children in Wales had a neurodevelopmental disorder and or school problems. Half of children with SeLECTS were treated with ASM.

Conclusions

We identified a lower than previously reported incidence of SeLECTS, which may be due to under-recording of SeLECTS. There was no change in the incidence of SeLECTS over time, whilst the incidence of childhood epilepsy overall was decreasing. There was no significant association between incidence of SeLECTS and deprivation but the modest sample size needs to be considered. Children with SeLECTS should be screened for neurodevelopmental and or learning comorbidities. Treatment for SeLECTS remains debatable.
背景和目的:有关自限性癫痫伴心颞区棘波(SeLECTS)流行病学的信息十分有限。我们旨在确定SeLECTS在儿童中的发病率、其与社会经济贫困的关系以及神经发育合并症的发病率:我们使用匿名、链接、常规收集的威尔士儿童初级保健和人口统计学数据进行了一项回顾性队列研究(2004-2017 年)。我们使用初级保健诊断代码来识别患有 SeLECTS 和其他癫痫的儿童(0-16 岁),并记录抗癫痫药物 (ASM) 处方和神经发育合并症。我们使用混合效应泊松回归模型来确定SeLECTS发病率的时间趋势及其与社会经济贫困的关系:我们发现了6732名癫痫患儿,其中186人(3%)患有SeLECTS。2017年,癫痫和SeLECTS患病率分别为0.55%和0.02%,相应的粗发病率分别为51.2/100,000/年和1.1/100,000/年。儿童癫痫发病率随着贫困程度的降低而降低,与最贫困的五分之一人口相比,最不贫困人口的调整发病率比(AIRR)为 0.72(95% CI 0.64-0.82)。患有 SeLECTS 的儿童的相应调整发病率比为 1.35(95% CI 0.46-1.99)。威尔士 34% 的癫痫儿童、18% 的 SeLECTS 儿童和 3% 的儿童患有神经发育障碍或学业问题。半数 SeLECTS 患儿接受了 ASM 治疗:我们发现 SeLECTS 的发病率低于之前的报告,这可能是由于对 SeLECTS 的记录不足。随着时间的推移,SeLECTS的发病率没有变化,而儿童癫痫的总体发病率却在下降。SeLECTS发病率与贫困程度之间没有明显关联,但需要考虑到样本量不大的问题。应当对患有SeLECTS的儿童进行神经发育和学习合并症筛查。SeLECTS的治疗方法仍有待商榷。
{"title":"Epidemiology of self-limited epilepsy with centrotemporal spikes (SeLECTS): A population study using primary care records","authors":"Arron S. Lacey ,&nbsp;Carys B. Jones ,&nbsp;Seung Gwan Ryoo ,&nbsp;Jacqueline Stephen ,&nbsp;Christopher J. Weir ,&nbsp;William Owen Pickrell ,&nbsp;Richard F. Chin","doi":"10.1016/j.seizure.2024.09.008","DOIUrl":"10.1016/j.seizure.2024.09.008","url":null,"abstract":"<div><h3>Background and objective</h3><div>Information on self-limited epilepsy with centrotemporal spikes (SeLECTS) epidemiology is limited. We aimed to determine the incidence of SeLECTS in children, its association with socioeconomic deprivation and the prevalence of neurodevelopmental comorbidities.</div></div><div><h3>Method</h3><div>We performed a retrospective cohort study (2004–2017) using anonymised, linked, routinely collected, primary care and demographic data for children in Wales. We used primary care diagnosis codes to identify children (aged 0–16 years) with SeLECTS and other epilepsies and to record antiseizure medication (ASM) prescriptions and neurodevelopmental comorbidities. We used a mixed effects Poisson regression model to determine temporal trends of SeLECTS incidence and its association with socioeconomic deprivation.</div></div><div><h3>Results</h3><div>We identified 6,732 children with epilepsy, 186 (3%) with SeLECTS. In 2017, epilepsy and SeLECTS prevalence was 0.55% and 0.02% respectively with corresponding crude incidence of 51.2/100,000/year and 1.1/100,000/year. The incidence of epilepsy in children decreased with decreasing deprivation with an adjusted incidence rate ratio (AIRR) of 0.72 (95% CI 0.64–0.82) in the least deprived compared with the most deprived quintile. The corresponding AIRR for children with SeLECTS was 1.35 (95% CI 0.46–1.99). 34% of children with epilepsy, 18% of children with SeLECTS and 3% of all children in Wales had a neurodevelopmental disorder and or school problems. Half of children with SeLECTS were treated with ASM.</div></div><div><h3>Conclusions</h3><div>We identified a lower than previously reported incidence of SeLECTS, which may be due to under-recording of SeLECTS. There was no change in the incidence of SeLECTS over time, whilst the incidence of childhood epilepsy overall was decreasing. There was no significant association between incidence of SeLECTS and deprivation but the modest sample size needs to be considered. Children with SeLECTS should be screened for neurodevelopmental and or learning comorbidities. Treatment for SeLECTS remains debatable.</div></div>","PeriodicalId":49552,"journal":{"name":"Seizure-European Journal of Epilepsy","volume":"122 ","pages":"Pages 52-57"},"PeriodicalIF":2.7,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142373355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The incidence of sudden unexpected death in epilepsy (SUDEP) in the Republic of Ireland 爱尔兰共和国癫痫意外猝死(SUDEP)的发生率
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-09-10 DOI: 10.1016/j.seizure.2024.09.006
Yvonne Langan , Ena Lynn

Background

The incidence of sudden unexpected death in epilepsy (SUDEP) in Ireland has previously been studied in only a small geographical area. Our aim was to calculate an incidence rate for the whole of the Republic of Ireland in 2019.

Methods

All deaths referred to the coroner in 2019 were examined. Those with a history of possible epilepsy were noted and subjected to a more detailed assessment. Cases fulfilling the definition of definite SUDEP were identified. The incidence of SUDEP was calculated using the population of the Republic of Ireland in 2019 and the known prevalence of epilepsy in Ireland.

Results

Thirty-three cases of definite SUDEP were identified in the Republic of Ireland in 2019. The estimated incidence of SUDEP in the epilepsy population as a whole was 0.7/1000(0.46 – 0.94) person years. This may be a conservative estimate. More men than women were identified, and most individuals were found dead at home. SUDEP was mentioned on the death certificate in only 52 % of cases.

Conclusion

This is the first nationwide study of SUDEP incidence in Ireland and provides an incidence rate in keeping with other populations. This work demonstrates that the interrogation of coronial records is a useful way to monitor epilepsy mortality albeit with certain limitations.
背景爱尔兰癫痫意外猝死(SUDEP)的发病率此前仅在一小部分地区进行过研究。我们的目的是计算出2019年爱尔兰共和国全国的发病率。方法对2019年提交给验尸官的所有死亡病例进行检查。我们注意到那些可能有癫痫病史的死亡病例,并对其进行了更详细的评估。确定符合明确 SUDEP 定义的病例。根据爱尔兰共和国 2019 年的人口数量和已知的爱尔兰癫痫发病率,计算出 SUDEP 的发病率。据估计,整个癫痫人群中 SUDEP 的发病率为 0.7/1000(0.46 - 0.94) 人年。这可能是一个保守的估计。男性患者多于女性患者,大多数患者被发现死于家中。只有 52% 的病例在死亡证明中提及 SUDEP。这项工作表明,尽管有一定的局限性,但询问验尸记录是监测癫痫死亡率的有效方法。
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引用次数: 0
Association of dietary fiber intake with epileptic seizures in U.S. adults: A Population-base study of 13,277 participants 美国成年人膳食纤维摄入量与癫痫发作的关系:一项针对 13,277 名参与者的人口基础研究
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-09-06 DOI: 10.1016/j.seizure.2024.09.005
Yi-Bin Zhang , Ye Xu , Shu-Fa Zheng , Yuan-Xiang Lin , De-Zhi Kang , Pei-Sen Yao

Objective

Epilepsy, a neurological disorder, is identified by the presence of recurrent seizures. We aimed to detect dietary fiber intake and its association with epilepsy prevalence in U.S. adults.

Methods

This cross-sectional study obtained data from the 2013–2018 National Health and Nutrition Examination Survey database. Univariate and multivariate logistic regression models were employed to estimate the association between dietary fiber intake and epilepsy prevalence. The restricted cubic spline (RCS) model was also applied to investigate the dose-response relationships between dietary fiber intake and epileptic seizure events(ESEs).

Results

Our final sample included 13,277 NHANES participants, with the average prevalence of ESEs being 1.09 % (145/13277). After adjusting for all confounding factors, the third quartile of dietary fiber intake levels remained significantly associated with a decreased risk of ESEs[odds ratios (OR) 0.54,95 % confidence interval (CI) 0.33–0.88, P = 0.014)] compared to the first quartile. Higher fiber intake indicated a stable negative association with ESEs in the multivariate logistic regression analysis, weighted generalized additive model. A nonlinear dose-response relationship was observed between dietary fiber intake levels and decreased ESEs risk (P for overall=0.017, P for nonlinear=0.155). Interaction tests showed no significant effect of demographic and disease status on the association between dietary fiber intake and ESEs.

Conclusion

In this cross-sectional study, people with a high dietary fiber intake were at a reduced risk of ESEs. However, further prospective studies are needed to investigate the effect of dietary fiber intake in epilepsy events and to determine causality.

目标癫痫是一种神经系统疾病,通过反复发作来识别。我们旨在检测美国成年人的膳食纤维摄入量及其与癫痫发病率之间的关系。方法这项横断面研究从 2013-2018 年全国健康与营养调查数据库中获取数据。采用单变量和多变量逻辑回归模型来估计膳食纤维摄入量与癫痫患病率之间的关系。结果我们的最终样本包括13277名NHANES参与者,ESE的平均患病率为1.09%(145/13277)。在对所有干扰因素进行调整后,与第一四分位数相比,膳食纤维摄入量的第三四分位数与 ESEs 风险的降低仍有显著相关性[几率比 (OR) 0.54,95 % 置信区间 (CI) 0.33-0.88, P = 0.014)]。在加权广义加法模型的多变量逻辑回归分析中,纤维摄入量越高,与 ESEs 的负相关越稳定。膳食纤维摄入水平与 ESEs 风险下降之间存在非线性剂量反应关系(总体 P=0.017,非线性 P=0.155)。交互检验显示,人口统计学和疾病状况对膳食纤维摄入量与 ESEs 之间的关系没有明显影响。然而,还需要进一步的前瞻性研究来调查膳食纤维摄入量对癫痫事件的影响,并确定其因果关系。
{"title":"Association of dietary fiber intake with epileptic seizures in U.S. adults: A Population-base study of 13,277 participants","authors":"Yi-Bin Zhang ,&nbsp;Ye Xu ,&nbsp;Shu-Fa Zheng ,&nbsp;Yuan-Xiang Lin ,&nbsp;De-Zhi Kang ,&nbsp;Pei-Sen Yao","doi":"10.1016/j.seizure.2024.09.005","DOIUrl":"10.1016/j.seizure.2024.09.005","url":null,"abstract":"<div><h3>Objective</h3><p>Epilepsy, a neurological disorder, is identified by the presence of recurrent seizures. We aimed to detect dietary fiber intake and its association with epilepsy prevalence in U.S. adults.</p></div><div><h3>Methods</h3><p>This cross-sectional study obtained data from the 2013–2018 National Health and Nutrition Examination Survey database. Univariate and multivariate logistic regression models were employed to estimate the association between dietary fiber intake and epilepsy prevalence. The restricted cubic spline (RCS) model was also applied to investigate the dose-response relationships between dietary fiber intake and epileptic seizure events(ESEs).</p></div><div><h3>Results</h3><p>Our final sample included 13,277 NHANES participants, with the average prevalence of ESEs being 1.09 % (145/13277). After adjusting for all confounding factors, the third quartile of dietary fiber intake levels remained significantly associated with a decreased risk of ESEs[odds ratios (OR) 0.54,95 % confidence interval (CI) 0.33–0.88, <em>P</em> = 0.014)] compared to the first quartile. Higher fiber intake indicated a stable negative association with ESEs in the multivariate logistic regression analysis, weighted generalized additive model. A nonlinear dose-response relationship was observed between dietary fiber intake levels and decreased ESEs risk (<em>P</em> for overall=0.017, <em>P</em> for nonlinear=0.155). Interaction tests showed no significant effect of demographic and disease status on the association between dietary fiber intake and ESEs.</p></div><div><h3>Conclusion</h3><p>In this cross-sectional study, people with a high dietary fiber intake were at a reduced risk of ESEs. However, further prospective studies are needed to investigate the effect of dietary fiber intake in epilepsy events and to determine causality.</p></div>","PeriodicalId":49552,"journal":{"name":"Seizure-European Journal of Epilepsy","volume":"122 ","pages":"Pages 1-9"},"PeriodicalIF":2.7,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142168878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of burden of SCN1A pathogenicity in North Indian children with Dravet syndrome 评估北印度德拉韦特综合征患儿的 SCN1A 致病负担
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-09-05 DOI: 10.1016/j.seizure.2024.09.004
Sandeep Negi , Prateek Bhatia , Anupriya Kaur , Jhumki Das , Tanvi Bhatia , Ritu Aggarwal , Naveen Sankhyan , Pratibha Singhi , Jitendra Kumar Sahu

Background

Dravet syndrome is an infantile-onset developmental and epileptic encephalopathy with limited data on the frequency of SCN1A in Indian children. The study aimed to identify and characterize the burden of SCN1A pathogenic variants associated with the Dravet syndrome phenotype through genetic testing in the North Indian population.

Method

In this prospective, cross-sectional study from March 2015 to February 2019, we enrolled 52 children with Dravet syndrome phenotype who underwent genetic testing for SCN1A gene pathogenicity. We assessed variant effect using multiple algorithms, and genetic test results were reported based on recommendations from the American College of Medical Genetics and Genomics guidelines. Additionally, we performed multiplex-ligation dependent probe amplification (MLPA) to detect copy number variations of the SCN1A gene in children without identified genetic pathogenicity (n = 22) and analysed the results using Coffalyser.net.

Results

Of the 52 probands studied, pathogenic variants in the SCN1A gene were identified in 30 children. Among these variants, 11 truncating variants (3 frame-shift variants, 3 intronic variants in splice site regions, and 5 nonsense variants) in 12 unrelated probands, and 17 missense variants in 18 unrelated probands were found. The genetic yield of SCN1A pathogenicity in our cohort (n = 52) was 58 %. Additionally, two of the identified variants were novel. Furthermore, MLPA analysis of the SCN1A gene in 22 children without pathogenic variants yielded no results.

Conclusion

This work represents a genetic analysis of a Dravet syndrome cohort, revealing a 58 % burden of SCN1A variants in children with the Dravet syndrome phenotype from the North Indian population.

背景Dravet综合征是一种婴儿期发病的发育性癫痫脑病,有关印度儿童SCN1A发病频率的数据有限。该研究旨在通过在北印度人群中进行基因检测,确定并描述SCN1A致病性变异的负担以及与Dravet综合征表型相关的情况。方法在这项前瞻性横断面研究中,我们从2015年3月至2019年2月招募了52名患有Dravet综合征表型的儿童,他们接受了SCN1A基因致病性基因检测。我们使用多种算法评估了变异效应,并根据美国医学遗传学和基因组学学院指南的建议报告了基因检测结果。此外,我们还对未确定遗传致病性的儿童(n = 22)进行了多重连接依赖性探针扩增(MLPA),以检测 SCN1A 基因的拷贝数变异,并使用 Coffalyser.net 对结果进行了分析。结果在所研究的 52 名受试者中,有 30 名儿童确定了 SCN1A 基因的致病性变异。在这些变异中,有12名无亲属关系的受试者出现了11个截断变异(3个移帧变异、3个剪接位点区的内含子变异和5个无义变异),18名无亲属关系的受试者出现了17个错义变异。在我们的队列(n = 52)中,SCN1A 致病性的遗传率为 58%。此外,发现的变异中有两个是新变异。此外,对 22 名无致病变体的儿童进行的 SCN1A 基因 MLPA 分析未发现任何结果。
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引用次数: 0
Current practices in the diagnosis and treatment of Rasmussen syndrome: Results of an international survey 目前诊断和治疗拉斯穆森综合征的方法:国际调查结果
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-09-02 DOI: 10.1016/j.seizure.2024.09.001
Coral M. Stredny , Claude Steriade , Maria T Papadopoulou , Suresh Pujar , Marios Kaliakatsos , Stuart Tomko , Ronny Wickström , Christopher Cortina , Bo Zhang , Christian G. Bien

Purpose

Rasmussen syndrome (RS) is marked by progressive unihemispheric atrophy, resulting in hemiparesis, refractory epilepsy, and cognitive/language decline. Detailed diagnostic and treatment algorithms are currently lacking. We aimed to survey medical providers on their current practices in the diagnosis and treatment of RS.

Methods

A steering committee was formed to create the survey, which was disseminated to the international medical community. One hundred twelve surveys were completed. Descriptive statistics, as well as comparisons by level of experience, patient age group cared for, and geographic region using Fisher's exact test, were conducted.

Results

Analysis of cerebrospinal fluid (82 %) and serum (78 %) for autoimmune encephalitis (AE) are completed by most, while approximately one-third obtain genetic and metabolic studies in all patients (36 % and 38 %, respectively). Providers in US and Europe more readily pursue serum AE antibody panels (85 % and 85 %, respectively, versus 67 %, p = 0.019) and genetic testing (56 % and 47 %, respectively, versus 14 %, p < 0.001) than the rest of the world. Thirty-six percent proceed to biopsy in patients otherwise meeting diagnostic criteria, and US providers are more likely to suggest this than others (73 % versus 14–41 %, p < 0.001). Opinions differed on the prioritization of hemispherectomy/hemispherotomy versus immunotherapy in 14 clinical scenarios with various neurologic deficit severity provided. Preferred immunotherapy regimens also varied, with US providers more often choosing IVIG as first-line (67 %) compared to others (28 %-32 %, p = 0.030). Surgical standard of care was identified as functional hemispherectomy or hemispherotomy by 90 %.

Conclusion

The survey highlights trends but also significant variations in clinical practice that can serve as targets for future research and expert consensus guidelines.
目的拉斯穆森综合征(Rasmussen Syndrome,RS)以进行性单半球萎缩为特征,导致偏瘫、难治性癫痫和认知/语言能力下降。目前尚缺乏详细的诊断和治疗算法。我们旨在调查医疗服务提供者在诊断和治疗 RS 方面的现行做法。共完成了 112 份调查问卷。结果大多数医疗机构都对脑脊液(82%)和血清(78%)进行了自身免疫性脑炎(AE)分析,约三分之一的医疗机构对所有患者进行了遗传和代谢研究(分别为 36% 和 38%)。与世界其他地区相比,美国和欧洲的医疗机构更愿意进行自身免疫性脑炎血清抗体检测(分别为 85% 和 85%,而欧洲为 67%,p = 0.019)和基因检测(分别为 56% 和 47%,而欧洲为 14%,p <0.001)。在符合诊断标准的患者中,36%的患者会进行活组织检查,而美国的医疗服务提供者比其他国家的医疗服务提供者更倾向于建议患者进行活组织检查(73%对14-41%,p = 0.001)。在14种不同神经功能缺损严重程度的临床情况下,人们对半球切除术/半球切除术与免疫疗法的优先顺序看法不一。首选的免疫治疗方案也各不相同,与其他国家(28%-32%,P = 0.030)相比,美国医疗机构更多选择 IVIG 作为一线治疗方案(67%)。90%的人认为手术治疗的标准是功能性半球切除术或半球切除术。结论:该调查强调了临床实践中的趋势和显著差异,可作为未来研究和专家共识指南的目标。
{"title":"Current practices in the diagnosis and treatment of Rasmussen syndrome: Results of an international survey","authors":"Coral M. Stredny ,&nbsp;Claude Steriade ,&nbsp;Maria T Papadopoulou ,&nbsp;Suresh Pujar ,&nbsp;Marios Kaliakatsos ,&nbsp;Stuart Tomko ,&nbsp;Ronny Wickström ,&nbsp;Christopher Cortina ,&nbsp;Bo Zhang ,&nbsp;Christian G. Bien","doi":"10.1016/j.seizure.2024.09.001","DOIUrl":"10.1016/j.seizure.2024.09.001","url":null,"abstract":"<div><h3>Purpose</h3><div>Rasmussen syndrome (RS) is marked by progressive unihemispheric atrophy, resulting in hemiparesis, refractory epilepsy, and cognitive/language decline. Detailed diagnostic and treatment algorithms are currently lacking. We aimed to survey medical providers on their current practices in the diagnosis and treatment of RS.</div></div><div><h3>Methods</h3><div>A steering committee was formed to create the survey, which was disseminated to the international medical community. One hundred twelve surveys were completed. Descriptive statistics, as well as comparisons by level of experience, patient age group cared for, and geographic region using Fisher's exact test, were conducted.</div></div><div><h3>Results</h3><div>Analysis of cerebrospinal fluid (82 %) and serum (78 %) for autoimmune encephalitis (AE) are completed by most, while approximately one-third obtain genetic and metabolic studies in all patients (36 % and 38 %, respectively). Providers in US and Europe more readily pursue serum AE antibody panels (85 % and 85 %, respectively, versus 67 %, <em>p</em> = 0.019) and genetic testing (56 % and 47 %, respectively, versus 14 %, <em>p</em> &lt; 0.001) than the rest of the world. Thirty-six percent proceed to biopsy in patients otherwise meeting diagnostic criteria, and US providers are more likely to suggest this than others (73 % versus 14–41 %, <em>p</em> &lt; 0.001). Opinions differed on the prioritization of hemispherectomy/hemispherotomy versus immunotherapy in 14 clinical scenarios with various neurologic deficit severity provided. Preferred immunotherapy regimens also varied, with US providers more often choosing IVIG as first-line (67 %) compared to others (28 %-32 %, <em>p</em> = 0.030). Surgical standard of care was identified as functional hemispherectomy or hemispherotomy by 90 %.</div></div><div><h3>Conclusion</h3><div>The survey highlights trends but also significant variations in clinical practice that can serve as targets for future research and expert consensus guidelines.</div></div>","PeriodicalId":49552,"journal":{"name":"Seizure-European Journal of Epilepsy","volume":"122 ","pages":"Pages 153-164"},"PeriodicalIF":2.7,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142445747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Brivaracetam use in children with epilepsy: A retrospective multicenter study 在儿童癫痫患者中使用溴伐巴坦:一项回顾性多中心研究。
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-08-31 DOI: 10.1016/j.seizure.2024.08.022
Z Špilárová , S Sládková , A Bělohlávková , K Česká , P Hanáková , O Horák , A Jahodová , L Knedlíková , S Kolář , M Ebel , M Kudr , H Ošlejšková , M Ryzí , K Španělová , K Štěrbová , A Koubová , P Kršek , P Danhofer

Purpose

This retrospective multicenter study aimed to assess the efficacy and safety of brivaracetam (BRV) in pediatric epilepsy.

Methods

Our cohort consisted of 93 children (mean age 11.5 ± 7.5 years) with a wide spectrum of pediatric epilepsy, including epileptic encephalopathy and generalized epilepsy. Of these, 61 (60.4%) were diagnosed with focal epilepsy, 19 (15.8%) with generalized epilepsy, and 16 (15.8%) with combined epilepsy, while 8 patients (7.9%) had an unknown epilepsy type. The cohort included rare epilepsy syndromes: 8 patients with Lennox-Gastaut syndrome, 3 with Dravet syndrome, and 1 with Rasmussen syndrome. Patients had a history of various antiseizure medications (ASMs) (6.42 ± 3.15), and on average, were being treated with more than two (2.57 ± 1.16) drugs at the time of BRV deployment.

Results

Retention rates were high, with 80.6% of patients adhering to treatment at 3 months, 66.7% at 6 months, and 45.2% at 12 months. In 29 patients (30.1%), BRV was added in an overnight switch from levetiracetam (LEV), resulting in a reduction of behavioral adverse effects (AEs) in 5 patients (17.2%). The response rate was 25.8% at 3 months, 16.1% at 6 months, and 17.2% at 12 months, with no responders in the epileptic encephalopathy group. Therapy tolerance was notable, with 70 patients (75.3%) reporting no AEs. Transient AEs occurred in 10 patients (10.7%), and in 13 cases (14.0%), the AEs warranted dose adjustment or discontinuation of BRV.

Conclusion

Approximately one-fifth of pediatric patients with drug-resistant epilepsy responded to BRV, with the best response observed in patients with focal seizures. However, the impact on patients with epileptic encephalopathy was limited.
目的:这项回顾性多中心研究旨在评估溴伐他西泮 (BRV) 治疗小儿癫痫的疗效和安全性:我们的队列由 93 名儿童组成(平均年龄为 11.5 ± 7.5 岁),他们患有各种类型的小儿癫痫,包括癫痫性脑病和全身性癫痫。其中,61 名儿童(60.4%)被诊断为局灶性癫痫,19 名儿童(15.8%)被诊断为全身性癫痫,16 名儿童(15.8%)被诊断为合并癫痫,8 名儿童(7.9%)癫痫类型不明。队列中包括罕见的癫痫综合征:8名患者患有伦诺克斯-加斯陶特综合征,3名患者患有德拉沃综合征,1名患者患有拉斯穆森综合征。患者有各种抗癫痫药物(ASMs)病史(6.42 ± 3.15),在部署 BRV 时平均正在接受两种以上(2.57 ± 1.16)药物的治疗:保留率很高,80.6%的患者在 3 个月后坚持治疗,66.7%的患者在 6 个月后坚持治疗,45.2%的患者在 12 个月后坚持治疗。29名患者(30.1%)在一夜之间从左乙拉西坦(LEV)转为使用BRV,结果5名患者(17.2%)的行为不良反应(AEs)有所减少。3个月时的应答率为25.8%,6个月时为16.1%,12个月时为17.2%,癫痫性脑病组无应答者。治疗耐受性良好,70 名患者(75.3%)未报告任何不良反应。10名患者(10.7%)出现了短暂的不良反应,13名患者(14.0%)因不良反应而需要调整剂量或停用BRV:结论:约五分之一的耐药性癫痫儿童患者对BRV有反应,局灶性癫痫发作患者的反应最好。但对癫痫性脑病患者的影响有限。
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引用次数: 0
Artificial intelligence and telemedicine in epilepsy and EEG: A narrative review 癫痫和脑电图中的人工智能和远程医疗:综述
IF 2.7 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-08-30 DOI: 10.1016/j.seizure.2024.08.024
Mohammad Alkhaldi , Layla Abu Joudeh , Yaman B. Ahmed , Khalil S. Husari

The emergence of telemedicine and artificial intelligence (AI) has set the stage for a possible revolution in the future of medicine and neurology including the diagnosis and management of epilepsy. Telemedicine, with its proven efficacy during the COVID-19 pandemic, offers the advantage of bridging the gap between patients in resource-limited areas and specialized care, where in one study telemedicine reduced the epilepsy treatment gap from 43 % to 9 %. AI innovations promise a transformation in epilepsy care by possibly enhancing the accuracy of electroencephalogram (EEG) interpretation and seizure prediction through machine and deep learning. In one study, abnormal EEG recordings were classified into different categories using a convolutional neural networks (CNN) model showing a specificity of 90 % and an accuracy of 88.3 %. Other models constructed to predict seizures have also achieved a sensitivity of 96.8 % and specificity of 95.5 %. Various machine learning (ML) models highlight the potential AI holds in identifying interictal biomarkers and localizing seizure onset zones aiding in epilepsy treatment decision and outcome prediction. An ML model highlighted in this review localized seizure onset zone with an accuracy reaching 73 % and predicted surgical outcomes with an accuracy reaching 79 % compared to the 43 % accuracy of clinicians. However, limitations and challenges hinder the application of such technologies to reach their full potential in epilepsy care. Limitations include access to compatible devices, integration into clinical workflows, data bias, and availability of sufficient data. Extensive validated research is needed to guide future clinical practice with the implementation of technology-enhanced epilepsy care. This narrative review article will explore the use of AI and telemedicine in EEG and epilepsy care, examining their individual and combined impacts in shaping the future of epilepsy care and discussing the challenges and limitations faced in their usage.

远程医疗和人工智能(AI)的出现为未来医学和神经病学(包括癫痫的诊断和管理)可能发生的革命奠定了基础。在 COVID-19 大流行期间,远程医疗的疗效得到了证实,其优势在于缩小了资源有限地区患者与专业护理之间的差距,在一项研究中,远程医疗将癫痫治疗差距从 43% 缩小到了 9%。人工智能创新有望通过机器学习和深度学习提高脑电图(EEG)解读和癫痫发作预测的准确性,从而实现癫痫护理的变革。在一项研究中,使用卷积神经网络(CNN)模型将异常脑电图记录分为不同类别,结果显示特异性为 90%,准确性为 88.3%。其他用于预测癫痫发作的模型也达到了 96.8 % 的灵敏度和 95.5 % 的特异性。各种机器学习(ML)模型凸显了人工智能在识别发作间期生物标志物和定位癫痫发作区方面的潜力,有助于癫痫治疗决策和结果预测。本综述中重点介绍的一个 ML 模型定位癫痫发作起始区的准确率达到 73%,预测手术结果的准确率达到 79%,而临床医生的准确率仅为 43%。然而,局限性和挑战阻碍了此类技术在癫痫护理中的应用,使其无法充分发挥潜力。限制因素包括兼容设备的获取、与临床工作流程的整合、数据偏差以及充足数据的可用性。需要进行广泛的验证研究,以指导未来实施技术强化癫痫护理的临床实践。这篇叙述性综述文章将探讨人工智能和远程医疗在脑电图和癫痫护理中的应用,研究它们对塑造未来癫痫护理的单独和综合影响,并讨论在使用过程中面临的挑战和限制。
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引用次数: 0
期刊
Seizure-European Journal of Epilepsy
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