tuberous sclerosis

结节性硬化症
  • 文章类型: Journal Article
    mTOR抑制剂依维莫司是一种具有抗癫痫特性的精密药物,被批准与其他抗癫痫药物(ASM)联合治疗结节性硬化症(TSC)患者的癫痫。然而,依维莫司的药代动力学变异性几乎没有描述,关于药代动力学相互作用的可用信息很少。这项研究的目的是研究依维莫司在TSC患者中的药代动力学变异性,以及年龄的影响,性和奉献。在这项回顾性观察研究中,我们使用了挪威和丹麦使用依维莫司的TSC患者病历中的匿名数据,2012年至2020年。长期治疗药物监测(TDM)可识别患者间和患者内的变异性。该研究包括59名患者,(36名女性(61%)),中位年龄22岁(范围3-59岁)。50例患者(85%)使用了综合疗法。最常用的ASM是拉莫三嗪(n=21),丙戊酸盐(n=17),和左乙拉西坦(n=13)。在所有患者中测量依维莫司的血液浓度。患者之间依维莫司的药代动力学差异很大,如最小-最大浓度/剂量(C/D)比的24倍变异性所示。患者内(n=59)和患者间变异性(n=47,≥3次测量)的变异系数(CV)分别为40%和43%,分别。与未使用酶诱导ASM的30例患者相比,使用酶诱导ASM的13例患者(22%)的依维莫司的C/D比降低了50%(0.7vs1.4ng/mLmg,P<0.05)。年龄和性别与依维莫司的C/D比变化没有显着相关。长期TDM发现依维莫司在患者体内和患者之间随时间的浓度变化广泛。其中与酶诱导ASM的混淆是一个重要的促成因素。研究结果表明,依维莫司治疗的TSC患者需要TDM。
    The mTOR-inhibitor everolimus is a precision drug with antiepileptogenic properties approved for treatment of epilepsy in persons with tuberous sclerosis complex (TSC) in combination with other antiseizure medications (ASMs). However, the pharmacokinetic variability of everolimus is scarcely described, and the available information on pharmacokinetic interactions is scarce. The purpose of this study was to investigate pharmacokinetic variability of everolimus in patients with TSC, and the impact of age, sex and comedication. In this retrospective observational study we used anonymized data from medical records of patients with TSC using everolimus in Norway and Denmark, 2012 to 2020. Long-term therapeutic drug monitoring (TDM) identified inter-patient and intra-patient variability. The study included 59 patients, (36 females (61%)), median age 22 (range 3-59 years). Polytherapy was used in 50 patients (85%). The most frequently used ASMs were lamotrigine (n = 21), valproate (n = 17), and levetiracetam (n = 13). Blood concentrations of everolimus were measured in all patients. Pharmacokinetic variability of everolimus between patients was extensive, as demonstrated by a 24-fold variability from minimum-maximum concentration/dose (C/D)-ratios. The coefficient of variation (CV) for intra-patient (n = 59) and inter-patient variability (n = 47, ≥3 measurements) was 40% and 43%, respectively. The C/D-ratio of everolimus was 50% lower in 13 patients (22%) using enzyme-inducing ASMs compared to the 30 patients who did not (0.7 vs 1.4 ng/mL mg, P < .05). Age and sex were not significantly associated with changes in C/D-ratios of everolimus. Long-term TDM identified extensive variability in concentrations over time for everolimus both within and between patients, where comedication with enzyme-inducing ASMs was an important contributing factor. The findings suggest a need for TDM in patients with TSC treated with everolimus.
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  • 文章类型: Journal Article
    BACKGROUND:  Tuberous sclerosis complex (TSC) is an autosomal dominant genetic disorder with a wide clinical, cognitive, and behavioral expressivity.
    OBJECTIVE:  To assess the neuropsychological profile of individuals clinically diagnosed with TSC and the factors that could significantly impact their cognitive development.
    METHODS:  A total of 62 individuals with ages ranging from 3 to 38 years were followed up in a tertiary attention hospital in Southern Brazil, and they were assessed using a standard battery and the Vineland Adaptive Behavior Scales, when intellectual disability was observed.
    RESULTS:  History of epilepsy was found in 56 participants (90.3%), and 31 (50%) presented an intellectual disability. Among the other half of TSC individuals without intellectual disability, 8 (12.9%) presented borderline classification, 20 (32.2%) presented average scores, and 3 (4.8%) were above average. In total, 17 participants (27.4%) fulfilled the diagnostic criteria for autism spectrum disorder. The results of the multiple linear regression analysis suggested that seizures, age at diagnosis, visual perception, and general attention significantly impact cognitive performance indexes.
    CONCLUSIONS:  The present study suggests that the occurrence of epileptic seizures and older age at diagnosis contribute to higher impairment in the domains of cognitive development, underlining the importance of early diagnosis and the prevention of epileptic seizures or their rapid control. The development of attentional skills, visual perception, and executive functions must be followed up.
    BACKGROUND:  O complexo da esclerose tuberosa (CET) é uma doença genética autossômica dominante com ampla expressividade clínica, cognitiva e comportamental.
    OBJECTIVE:  Avaliar o perfil neuropsicológico de indivíduos com diagnóstico clínico de CET e os fatores que poderiam impactar significativamente o seu desenvolvimento cognitivo. MéTODOS:  Ao todo, 62 indivíduos com idades entre 3 e 38 anos foram acompanhados em um hospital terciário do Sul do Brasil e avaliados por meio de uma bateria padrão e das Escalas de Comportamento Adaptativo Vineland, quando observada deficiência intelectual.
    RESULTS:  Encontrou-se histórico de epilepsia em 56 participantes (90,3%) e de deficiência intelectual em 31 (50%). Quanto à outra metade dos indivíduos com CET sem deficiência intelectual, 8 (12,9%) apresentaram classificação limítrofe, 20 (32,2%) apresentaram pontuações médias e 3 (4,8%) estavam acima da média. No total, 17 participantes (27,4%) preenchiam os critérios diagnósticos para o transtorno do espectro autista. Os resultados da análise de regressão linear múltipla sugeriram que as crises epilépticas, a idade ao diagnóstico, a percepção visual e a atenção geral impactam significativamente os índices de desempenho cognitivo. CONCLUSãO:  Este estudo sugere que a ocorrência de crises epilépticas e a maior idade ao diagnóstico contribuem para um maior comprometimento nos domínios do desenvolvimento cognitivo, e destaca-se a importância do diagnóstico precoce e da prevenção das crises epilépticas ou do seu rápido controle. O desenvolvimento de habilidades de atenção, percepção visual e funções executivas deve ser acompanhado.
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  • 文章类型: Journal Article
    面部血管纤维瘤指数(IFA),一种新的血管纤维瘤评分系统,已在结节性硬化症(TSC)患者中得到验证。该分析的目的是使用来自TSC患者的局部西罗莫司的临床试验的数据进一步验证IFA。这是对来自在日本进行的III期试验(NCT02635789)的照片的分析。患者(n=62)以1:1随机分配接受西罗莫司或安慰剂凝胶12周。使用主要复合终点独立评估血管纤维瘤的变化,面部血管纤维瘤严重程度指数(FASI),和IFA。使用接受者操作特征(ROC)分析评估IFA评分的临床意义变化的阈值。IFA分数具有良好到优异的评估者间可靠性,非常高的评估员内部可靠性,并可用于评估基线时疾病严重程度的分布。在IFA评分的基线分类变化与主要复合终点之间观察到高度相关(Kendall的一致性系数,W=0.8655,p<0.0001),以及IFA和FASI分数从基线的变化(肯德尔的协调系数,W=0.745,p<0.0001)。通过ROC分析,我们确定了最佳IFA临界点1.667,以将血管纤维瘤显著改善或改善的患者与由主要复合终点确定的血管纤维瘤轻微改善或未改变的患者(曲线下面积0.937)区分开.IFA评分由于其高有效性和可靠性而可能在临床上有用。评分从基线下降≥1.667可能被认为是有临床意义的。
    The Index for Facial Angiofibromas (IFA), a novel scoring system for angiofibromas, has been validated in patients with tuberous sclerosis complex (TSC). The objective of this analysis was to further validate the IFA using data from a clinical trial of topical sirolimus in patients with TSC. This was an analysis of photographs from a Phase III trial conducted in Japan (NCT02635789). Patients (n = 62) were randomized 1:1 to receive sirolimus or placebo gel for 12 weeks. Changes in angiofibromas were independently assessed using the primary composite endpoint, the Facial Angiofibroma Severity Index (FASI), and the IFA. Thresholds for a clinically meaningful change in IFA score were evaluated using receiver operating characteristic (ROC) analysis. The IFA scores had good-to-excellent inter-assessor reliability, very high intra-assessor reliability, and could be used to evaluate the distribution of disease severity at baseline. High correlations were observed between the categorized change from baseline in IFA scores and the primary composite endpoint (Kendall\'s coefficient of concordance, W = 0.8655, p < 0.0001), and between the change from baseline in IFA and FASI scores (Kendall\'s coefficient of concordance, W = 0.745, p < 0.0001). By ROC analysis, an optimal IFA cut-off point of 1.667 was determined to distinguish patients with markedly improved or improved angiofibromas from those with slightly improved or unchanged angiofibromas (area under the curve 0.937) as determined by the primary composite endpoint. The IFA score is potentially clinically useful because of its high validity and reliability. A decrease in score from baseline of ≥1.667 may be considered clinically meaningful.
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  • 文章类型: Journal Article
    背景:Lennox-Gastaut综合征(LGS),德拉韦综合征(DS),结节性硬化症(TSC)相关的癫痫是与严重的儿童期发作癫痫相关的罕见疾病。护理人员在患者的护理中起着至关重要的作用,可能会经历重大的心理社会和社会经济负担。这项横断面研究确定了在日本照顾这些罕见癫痫患者的负担。
    方法:使用定量在线调查来评估患者和照顾者的特征以及照顾者的情绪状态,在其他人中。使用了一些经过验证的问卷:医院焦虑和抑郁量表(HADS;0-21分)评估了护理人员的情绪健康状况,儿科生活质量量表家庭影响模块(PedsQLFIM;0-100分)评估了护理人员及其家人的健康相关生活质量(HRQoL),工作生产力和活动损害一般健康(WPAI:GH;0-100%得分)问卷评估了工作生产力。
    结果:共有36名护理人员做出了回应(中位[四分位距(IQR)]年龄43.5[39.5,48.3]岁;33/36[92%]女性;13/36[36%]兼职,13/36[36%]不工作)。参与者照顾7/36(19%),19/36(53%),和10/36(28%)的LGS患者,DS,还有TSC,分别([IQR]年龄中位数,11.0[6.8,16.3]岁;首次癫痫发作时的年龄,0[0,0]年)。患者接受4种(3,5种)治疗药物类型的中位数(IQR)。患者在前一周经历了中位数(IQR)3.0(0,21.0)癫痫发作;28/36(78%)有严重的智力障碍,34/36(94%)有发育迟缓。护理人员报告压力(17/36[47%]),睡眠问题(13/36[36%]),和焦虑(12/36[33%])。他们在前一周的护理时间中位数(IQR)为50.0(17.5,70.0)小时,进行3.0(1.0,11.0)小时的癫痫发作特定护理。护理人员报告说,他们的生活会更容易,每周减少1.5(0,5.0)小时的中位数(IQR)在癫痫发作期间/之后照顾患者。护理人员的平均HADS评分为9.5分(“疑似焦虑诊断”)和7.5分(“无抑郁”),PedsQLFIM总分中位数为60.1分,表明护理人员及其家人的HRQoL受损。WPAI:有薪工人的GH分数表明重要的工作障碍。较高的护理时间(≥21小时vs.前一周<21小时)导致更高的照顾者负担,如HADS总分(p=0.0062)和PedsQLFIM总分(p=0.0007)所示。
    结论:LGS患者的护理人员,DS,或者日本的TSC经历了巨大的时间负担,减少HRQoL,和高水平的工作/活动障碍。照顾者为病人提供全天候照顾,并依靠家庭及专业照顾服务,协助管理增加的照顾时间,这往往与更大的情绪负担和HRQoL影响相关。
    BACKGROUND: Lennox-Gastaut syndrome (LGS), Dravet syndrome (DS), and tuberous sclerosis complex (TSC)-associated epilepsy are rare conditions associated with severe childhood-onset epilepsy. Caregivers play a critical role in the patients\' care and may experience significant psychosocial and socioeconomic burden. This cross-sectional study determined the burden of caring for patients with these rare epilepsy conditions in Japan.
    METHODS: A quantitative online survey was used to assess patients\' and caregivers\' characteristics and the caregivers\' emotional state, among others. Several validated questionnaires were used: the Hospital Anxiety and Depression Scale (HADS; 0-21 score) assessed the caregivers\' emotional wellbeing, the Pediatric Quality of Life Inventory Family Impact Module (PedsQL FIM; 0-100 score) assessed the health-related quality of life (HRQoL) of the caregivers and their families, and the Work Productivity and Activity Impairment General Health (WPAI:GH; 0-100 % score) questionnaire assessed work productivity.
    RESULTS: A total of 36 caregivers responded (median [interquartile range (IQR)] age 43.5 [39.5, 48.3] years; 33/36 [92 %] female; 13/36 [36 %] working part-time and 13/36 [36 %] not working). Participants cared for 7/36 (19 %), 19/36 (53 %), and 10/36 (28 %) patients with LGS, DS, and TSC, respectively (median [IQR] age, 11.0 [6.8, 16.3] years; age at first seizure, 0 [0, 0] years). Patients received a median (IQR) of 4 (3, 5) treatment drug types. Patients experienced median (IQR) 3.0 (0, 21.0) epileptic seizures in the previous week; 28/36 (78 %) had severe intellectual disabilities, and 34/36 (94 %) had developmental delays. Caregivers reported stress (17/36 [47 %]), sleep problems (13/36 [36 %]), and anxiety (12/36 [33 %]). They spent a median (IQR) of 50.0 (17.5, 70.0) hours caregiving in the previous week, with 3.0 (1.0, 11.0) hours of seizure-specific care. Caregivers reported that their lives would be easier with a median (IQR) of 1.5 (0, 5.0) hours fewer per week caring for patients during/following seizures. Median HADS scores were 9.5 (\'suspected anxiety diagnosis\') and 7.5 (\'no depression\') for caregivers, and PedsQL FIM Total median score was 60.1, indicating HRQoL impairment for the caregiver and their family. WPAI:GH scores for paid workers indicated important work impairment. Higher caregiving hours (≥ 21 h vs. < 21 h in the previous week) resulted in higher caregiver burden as indicated by the HADS Total score (p = 0.0062) and PedsQL FIM Total score (p = 0.0007).
    CONCLUSIONS: Caregivers of patients with LGS, DS, or TSC in Japan experience a significant time burden, reduced HRQoL, and high level of work/activity impairment. Caregivers provide round-the-clock care to patients and rely on family and specialized caring services to help manage the increased caregiving time, which tends to be associated with greater emotional burden and HRQoL impact.
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  • 文章类型: Journal Article
    遗传因素有助于癫痫的病因>50%的病例,以及在特定病因患者中使用抗癫痫药物的信息将有助于指导治疗决策。PERMITExtension研究汇集了两项现实世界研究(PERMIT和PROVE)的数据,以研究在日常临床实践中用于治疗局灶性和全身性癫痫患者时,perampanel(PER)的有效性和安全性/耐受性。对PERMIT扩展的事后分析探索了PER在用于治疗推测患有遗传性病因的癫痫个体时的使用。评估包括保留率(在3、6和12个月评估),有效性(应答者和癫痫发作自由率;在3,6,12个月和最后一次访视时进行评估[最后一次观察)和耐受性(不良事件[AE]).在PERMIT扩展中的6822名癫痫患者中,1012被认为具有遗传病因。最常见的遗传病因是特发性全身性癫痫(IGE;58.2%),结节性硬化症(1.1%),Dravet综合征(0.8%)和遗传性癫痫伴高热惊厥(GEFS;0.5%)。在总的遗传病因人群中3、6和12个月的保留率为89.3%,79.7%和65.9%,分别。在总的遗传病因人群中,12个月和最后一次访问的应答率分别为74.8%和68.3%,分别,相应的癫痫发作自由率分别为48.9%和46.5%,分别。对于特定的病因亚组,12个月和最后一次访问的应答率是,分别为90.4%和84.4%(IGE),100%和57.1%(结节性硬化症),100%和71.4%(德拉韦综合征),和33.3%和20.0%(GEFS+)。相应的癫痫发作自由率,分别为73.1%和64.6%(IGE),33.3%和22.2%(结节性硬化症),20.0%和28.6%(德拉韦综合征),0%和0%(GEFS+)。在所有遗传病因人群中,AE的发生率为46.5%,IGE占48.8%,27.3%为结节性硬化症,德拉韦综合征占62.5%,GEFS+20%。耐受性结果与PER的已知安全性一致。当在临床实践中用于具有假定的遗传性癫痫病因的个体时,PER是有效的并且通常耐受性良好。PER在广泛的遗传病因中是有效的。
    Genetic factors contribute to the aetiology of epilepsy in >50% of cases, and information on the use of antiseizure medications in people with specific aetiologies will help guide treatment decisions. The PERMIT Extension study pooled data from two real-world studies (PERMIT and PROVE) to investigate the effectiveness and safety/tolerability of perampanel (PER) when used to treat people with focal and generalised epilepsy in everyday clinical practice. This post-hoc analysis of PERMIT Extension explored the use of PER when used to treat individuals presumed to have epilepsy with a genetic aetiology. Assessments included retention rate (evaluated at 3, 6 and 12 months), effectiveness (responder and seizure freedom rates; evaluated at 3, 6, 12 months and the last visit [last observation carried forward) and tolerability (adverse events [AEs]). Of the 6822 people with epilepsy included in PERMIT Extension, 1012 were presumed to have a genetic aetiology. The most common genetic aetiologies were idiopathic generalised epilepsy (IGE; 58.2%), tuberous sclerosis (1.1%), Dravet syndrome (0.8%) and genetic epilepsy with febrile seizures plus (GEFS+; 0.5%). Retention rates at 3, 6 and 12 months in the total genetic aetiology population were 89.3%, 79.7% and 65.9%, respectively. In the total genetic aetiology population, responder rates at 12 months and the last visit were 74.8% and 68.3%, respectively, and corresponding seizure freedom rates were 48.9% and 46.5%, respectively. For the specific aetiology subgroups, responder rates at 12 months and the last visit were, respectively: 90.4% and 84.4% (IGE), 100% and 57.1% (tuberous sclerosis), 100% and 71.4% (Dravet syndrome), and 33.3% and 20.0% (GEFS+). Corresponding seizure freedom rates were, respectively: 73.1% and 64.6% (IGE), 33.3% and 22.2% (tuberous sclerosis), 20.0% and 28.6% (Dravet syndrome), and 0% and 0% (GEFS+). The incidence of AEs was 46.5% for the total genetic aetiology population, 48.8% for IGE, 27.3% for tuberous sclerosis, 62.5% for Dravet syndrome, and 20% for GEFS+. Tolerability findings were consistent with PER\'s known safety profile. PER was effective and generally well tolerated when used in individuals with a presumed genetic epilepsy aetiology in clinical practice. PER was effective across a wide range of genetic aetiologies.
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  • 文章类型: Journal Article
    晚期眼内视网膜母细胞瘤(RB)的复发和眼外转移仍然是成功治疗中国儿童的主要障碍。结节性硬化症(TSC)是一种非常罕见的,以错构瘤生长为特征的多系统遗传病。在这项研究中,我们旨在使用最近开发的纳米孔测序将基因组和表观基因组谱与人类RB或TSC进行比较,并鉴定与疾病相关的变异或基因。从RB或RB/TSC患者及其正常兄弟姐妹收集外周血样本,其次是纳米孔测序和疾病特异性结构变异(SVs)和差异甲基化区域(DMRs)的鉴定,通过称为基于多组学的联合筛选框架的系统生物学策略。总的来说,确定了316个RBs和1295个TSC独特的SV,以及1072个与TSC相关的DMRs和1114个与TSC相关的DMRs,分别。我们最终确定了RB的6个关键基因用于进一步的功能验证。用特异性siRNA敲除CDK19显著抑制Y79细胞增殖并增加对卡铂的敏感性,而AHNAK2的下调促进了细胞生长和耐药性。这两个基因可能作为RB的潜在诊断标记或治疗靶标。结合功能验证的系统生物学策略可能是样本有限且具有挑战性的收集过程的罕见儿科恶性肿瘤的有效方法。
    Recurrence and extraocular metastasis in advanced intraocular retinoblastoma (RB) are still major obstacles for successful treatment of Chinese children. Tuberous sclerosis complex (TSC) is a very rare, multisystemic genetic disorder characterized by hamartomatous growth. In this study, we aimed to compare genomic and epigenomic profiles with human RB or TSC using recently developed nanopore sequencing, and to identify disease-associated variations or genes. Peripheral blood samples were collected from either RB or RB/TSC patients plus their normal siblings, followed by nanopore sequencing and identification of disease-specific structural variations (SVs) and differentially methylated regions (DMRs) by a systematic biology strategy named as multiomics-based joint screening framework. In total, 316 RB- and 1295 TSC-unique SVs were identified, as well as 1072 RB- and 1114 TSC-associated DMRs, respectively. We eventually identified 6 key genes for RB for further functional validation. Knockdown of CDK19 with specific siRNAs significantly inhibited Y79 cellular proliferation and increased sensitivity to carboplatin, whereas downregulation of AHNAK2 promoted the cell growth as well as drug resistance. Those two genes might serve as potential diagnostic markers or therapeutic targets of RB. The systematic biology strategy combined with functional validation might be an effective approach for rare pediatric malignances with limited samples and challenging collection process.
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  • 文章类型: Journal Article
    背景:超过一半的结节性硬化症(TSC)患者患有耐药性癫痫(DRE),切除手术是控制难治性癫痫最有效的方法。所有皮质块茎中癫痫性块茎的精确术前定位决定了手术结果和患者预后。使用18F-FDGPET图像进行术前预测癫痫性块茎的模型仍然缺乏,however.我们为临床医生开发了非侵入性预测模型,以基于18F-FDGPET图像预测皮质块茎的癫痫性块茎和结果(无癫痫发作或无癫痫发作)。
    方法:纳入43例连续的TSC患者,选择235个皮质块茎作为训练集。提取了18F-FDGPET上皮质块茎的定量指标,并进行逻辑回归分析以选择具有最重要预测能力的那些。机器学习模型,包括逻辑回归(LR),线性判别分析(LDA),和人工神经网络(ANN)模型,根据选定的预测指标建立,以从多个皮质块茎中识别癫痫性块茎。根据决策曲线分析(DCA)和临床影响曲线(CIC),构建了判别列线图,并发现其在临床上具有实用性。此外,基于来自7名患者的32个块茎的新PET图像创建测试集,术后1年、3年和5年收集皮质块茎的随访结果数据,以验证预测模型的可靠性。通过使用接收器工作特性(ROC)分析来确定预测性能。
    结果:PET定量指标,包括SUVmean,SUVmax,volume,总病变糖酵解(TLG),第三个四分位数,上邻近和标准增加的代谢活性(SAM)与致癫痫块茎有关。Suvmean,SUVmax,致癫痫和非致癫痫块茎的体积和TLG值不同,并且与致癫痫块茎的临床特征相关。与LDA(AUC=0.7506;95%CI0.68-0.82)和ANN模型(AUC=0.7425;95%CI0.67-0.82)相比,LR模型在预测癫痫性块茎方面取得了更好的性能(AUC=0.7706;95%CI0.70-0.83),并且还显示出良好的校准(Hosmer-Lemeshow拟合优度p值=0.7)。此外,DCA和CIC证实了根据定量指标构建的用于预测癫痫发生块茎的列线图的临床实用性。有趣的是,LR模型在预测测试集中的癫痫性块茎(AUC=0.8502;95%CI0.71-0.99)和皮质块茎的长期结局(1年结局:AUC=0.7805,95%CI0.71-0.85;3年结局:AUC=0.8066,95%CI0.74-0.87;5年结局:AUC=0.8172,95%CI)方面表现良好.
    结论:基于18F-FDGPET图像的LR模型可用于非侵入性识别癫痫性块茎,并预测TSC患者皮质块茎的长期预后。
    More than half of patients with tuberous sclerosis complex (TSC) suffer from drug-resistant epilepsy (DRE), and resection surgery is the most effective way to control intractable epilepsy. Precise preoperative localization of epileptogenic tubers among all cortical tubers determines the surgical outcomes and patient prognosis. Models for preoperatively predicting epileptogenic tubers using 18F-FDG PET images are still lacking, however. We developed noninvasive predictive models for clinicians to predict the epileptogenic tubers and the outcome (seizure freedom or no seizure freedom) of cortical tubers based on 18F-FDG PET images.
    Forty-three consecutive TSC patients with DRE were enrolled, and 235 cortical tubers were selected as the training set. Quantitative indices of cortical tubers on 18F-FDG PET were extracted, and logistic regression analysis was performed to select those with the most important predictive capacity. Machine learning models, including logistic regression (LR), linear discriminant analysis (LDA), and artificial neural network (ANN) models, were established based on the selected predictive indices to identify epileptogenic tubers from multiple cortical tubers. A discriminating nomogram was constructed and found to be clinically practical according to decision curve analysis (DCA) and clinical impact curve (CIC). Furthermore, testing sets were created based on new PET images of 32 tubers from 7 patients, and follow-up outcome data from the cortical tubers were collected 1, 3, and 5 years after the operation to verify the reliability of the predictive model. The predictive performance was determined by using receiver operating characteristic (ROC) analysis.
    PET quantitative indices including SUVmean, SUVmax, volume, total lesion glycolysis (TLG), third quartile, upper adjacent and standard added metabolism activity (SAM) were associated with the epileptogenic tubers. The SUVmean, SUVmax, volume and TLG values were different between epileptogenic and non-epileptogenic tubers and were associated with the clinical characteristics of epileptogenic tubers. The LR model achieved the better performance in predicting epileptogenic tubers (AUC = 0.7706; 95% CI 0.70-0.83) than the LDA (AUC = 0.7506; 95% CI 0.68-0.82) and ANN models (AUC = 0.7425; 95% CI 0.67-0.82) and also demonstrated good calibration (Hosmer‒Lemeshow goodness-of-fit p value = 0.7). In addition, DCA and CIC confirmed the clinical utility of the nomogram constructed to predict epileptogenic tubers based on quantitative indices. Intriguingly, the LR model exhibited good performance in predicting epileptogenic tubers in the testing set (AUC = 0.8502; 95% CI 0.71-0.99) and the long-term outcomes of cortical tubers (1-year outcomes: AUC = 0.7805, 95% CI 0.71-0.85; 3-year outcomes: AUC = 0.8066, 95% CI 0.74-0.87; 5-year outcomes: AUC = 0.8172, 95% CI 0.75-0.87).
    The 18F-FDG PET image-based LR model can be used to noninvasively identify epileptogenic tubers and predict the long-term outcomes of cortical tubers in TSC patients.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    目的:评估COVID-19大流行期间结节性硬化症患儿远程医疗的益处。
    方法:进行了一项回顾性队列研究,比较2021年6月1日至2022年6月1日的时间范围内的远程医疗和面对面访问。人口统计学上的差异,紧急访问,住院治疗,与西罗莫司相关的不良反应(AE),并评估远程医疗和现场护理之间药物难治性癫痫(DRE)的发生率.此外,音频和视频远程医疗之间的区别,以及不同频率的远程医疗遭遇,进行调查并报告为比值比(ORs)。
    结果:共纳入378例患者1206次访视,其中137名是远程医疗患者,241名是当面患者。中位年龄为5.0岁(IQR2.8-10.0岁)。有197名男性(52.12%),691次访问(57.30%),和515次远程医疗访问(42.70%)。12岁以下的儿童,那些远离中心的人,受过12年以上教育的母亲,接受西罗莫司治疗的儿童更有可能通过远程医疗就诊.远程医疗与更少的紧急访问有关,住院治疗,西罗莫司的AE,DRE。有10次或更多的访问,紧急访问的发生率,住院治疗,DRE显著降低。
    结论:远程医疗就诊的数量几乎与面对面就诊的数量一样接近。年轻的患者,偏远地区的病人,教育水平较高的母亲更愿意完成远程医疗访问。远程医疗就诊与急诊就诊数量明显减少有关,住院治疗,和西罗莫司的AE。每年访问超过10次的患者似乎具有更好的临床结果。
    OBJECTIVE: To evaluate the benefits of telemedicine in children with tuberous sclerosis complex during the COVID-19 pandemic.
    METHODS: A retrospective cohort study was conducted, comparing telemedicine and in-person visits within the timeframe spanning from June 1, 2021, to June 1, 2022. Disparities in demographics, emergency visits, hospitalizations, adverse effects (AEs) associated with sirolimus, and the incidence of drug-refractory epilepsy (DRE) between telehealth and in-person care were assessed. Additionally, distinctions between audio and video telehealth, as well as varying frequencies of telehealth encounters, were investigated and reported as odds ratios (ORs).
    RESULTS: A total of 378 patients with 1206 visits were included, of which 137 were telemedicine patients and 241 were in-person patients. The median age was 5.0 years (IQR 2.8-10.0 years). There were 197 males (52.12%), 691 in-person visits (57.30%), and 515 telemedicine visits (42.70%). Children under 12 years old, those farther away from the center, mothers with more than 12 years of education, and children treated with sirolimus were more likely to visit via telemedicine. Telehealth was associated with significantly fewer emergency visits, hospitalizations, AEs of sirolimus, and DRE. With 10 or more visits, the incidence of emergency visits, hospitalization, and DRE was significantly reduced.
    CONCLUSIONS: Telemedicine visits are almost as close in number as in-person visits. Younger patients, patients in remote areas, and mothers with higher education levels are more willing to complete telemedicine visits. Telemedicine visits were associated with a significantly lower number of emergency visits, hospitalizations, and AEs of sirolimus. Patients with more than 10 visits per year seemed to have better clinical outcomes.
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  • 文章类型: Observational Study
    背景:结节性硬化症(TSC)是一种由TSC1或TSC2基因突变引起的罕见多系统疾病。超过90%的TSC患者出现神经和/或神经精神表现。本研究的目的是确定儿童TSC患者的发育和认知长期结局。
    方法:这个横截面,单中心研究纳入了儿科TSC患者,他们在2005年至2019年期间接受了多学科长期护理,最后一次访视.神经系统表现和认知发展(BSID,K-ABC)与年龄和突变类型的关系进行了分析。
    结果:35名年龄为13.5±7.8岁的患者被纳入研究。在65.7%的患者中通过基因证实了诊断(TSC1,26.1%;TSC2,65.2%;NMI,8.7%)。诊断时的平均年龄为1.3±3.5岁;74.3%的患者在出生后的第一年内因癫痫发作(62.9%)或/和心脏横纹肌瘤(28.6%)而被诊断出来。最常见的TSC表现包括结构性脑损伤(皮质块茎,91.4%;室管膜下结节,82.9%),癫痫(85.7%),和心脏横纹肌瘤(62.9%)。癫痫发作的平均年龄为1.5±2.3岁,80.0%的患者在生命的头两年内发病。婴儿痉挛,这是23.3%患者的第一癫痫发作类型,比局灶性癫痫发作(1.8±2.5年)更早(0.6±0.4年)。21例(70.0%)患者出现难治性癫痫,轻度或重度智力障碍占66.6%,自闭症谱系障碍占11.4%。重度认知障碍(33.3%)与癫痫发作时的癫痫类型和年龄显着相关(p<0.05)。
    结论:结果强调了小儿起病的TSC的表型变异性以及较高的神经和神经精神病发病率。早发性难治性癫痫与认知发育受损有关。患有TSC的所有年龄段的儿童都需要多学科的长期护理和个人早期干预计划。
    BACKGROUND: Tuberous sclerosis complex (TSC) is a rare multisystem disorder caused by mutations in the TSC1 or TSC2 gene. More than 90% of patients with TSC develop neurological and/or neuropsychiatric manifestations. The aim of the present study was to determine the developmental and cognitive long-term outcomes of pediatric TSC patients.
    METHODS: This cross-sectional, monocenter study included pediatric TSC patients who received multidisciplinary long-term care with a last visit between 2005 and 2019. Neurological manifestations and cognitive development (BSID, K-ABC) were analyzed in relation to age and type of mutation.
    RESULTS: Thirty-five patients aged 13.5 ± 7.8 years were included in the study. Diagnosis was confirmed genetically in 65.7% of patients (TSC1, 26.1%; TSC2, 65.2%; NMI, 8.7%). Mean age at diagnosis was 1.3 ± 3.5 years; 74.3% of the patients had been diagnosed within the first year of life due to seizures (62.9%) or/and cardiac rhabdomyomas (28.6%). The most common TSC manifestations included structural brain lesions (cortical tubers, 91.4%; subependymal nodules, 82.9%), epilepsy (85.7%), and cardiac rhabdomyomas (62.9%). Mean age at seizure onset was 1.5 ± 2.3 years, with onset in 80.0% of patients within the first two years of life. Infantile spasms, which were the first seizure type in 23.3% of the patients, developed earlier (0.6 ± 0.4 years) than focal seizures (1.8 ± 2.5 years). Refractory epilepsy was present in 21 (70.0%) patients, mild or severe intellectual impairment in 66.6%, and autism spectrum disorders in 11.4%. Severe cognitive impairment (33.3%) was significantly associated with epilepsy type and age at seizure onset (p < 0.05).
    CONCLUSIONS: The results emphasized the phenotypic variability of pediatric-onset TSC and the high rate of neurological and neuropsychiatric morbidity. Early-onset refractory epilepsy was associated with impaired cognitive development. Children of all ages with TSC require multidisciplinary long-term care and individual early-intervention programs.
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