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Diagnostic advances in the etiology of cytotoxic lesions of the corpus callosum (CLOCC): epilepsy relationship and ADC radiomics perspective 胼胝体细胞毒性病变(CLOCC)病因的诊断进展:癫痫与ADC放射组学的关系
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-12-13 DOI: 10.1016/j.braindev.2025.104494
Gül Yücel , Nur Yücel Ekici
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引用次数: 0
Brain health in youth - what are we measuring? – A comprehensive review 青少年的大脑健康——我们在衡量什么?-全面检讨
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-12-11 DOI: 10.1016/j.braindev.2025.104491
Susanne R. De Rooij , Amber Boots

Background

There is a large body of literature on brain health, usually focusing on brain health in adulthood in relation to neurodegenerative diseases. Over the past ten years, brain health has also emerged as a concept in studies conducted in youth. But what is brain health in youth and how can we measure this?

Methods

We summarized the literature on brain health in youth and inventoried operationalizations of brain health and research themes. We searched Medline for studies reporting on brain health in youth (from neonates to late adolescent stage).

Results

We identified 49 eligible studies: 26 operationalized brain health in youth, 13 measured outcomes which they related to brain health and 10 were reviews about youth brain health. Operationalizations of brain health varied widely and included multimodal measures involving questionnaires, cognitive tests, neuroimaging and blood biomarkers. Identified research themes were obesity/fitness/lifestyle as determinants of youth brain health, neonatal brain health, traumatic brain injury and brain health, technological options for measuring brain health, and childhood determinants of brain health.

Conclusion

This review offers a comprehensive overview of possibilities for measuring brain health in youth, which could serve as a valuable foundation for a commonly accepted definition, framework and operationalization of brain health in youth.
有大量的关于大脑健康的文献,通常集中在成年期大脑健康与神经退行性疾病的关系上。在过去的十年里,大脑健康也作为一个概念出现在青少年研究中。但什么是年轻人的大脑健康,我们如何衡量它?方法对有关青少年脑健康的文献进行综述,并对脑健康的运作方式和研究主题进行梳理。我们在Medline上搜索了关于青少年(从新生儿到青春期晚期)大脑健康的研究报告。结果我们确定了49项符合条件的研究:26项研究是关于青少年大脑健康的,13项研究测量了与大脑健康相关的结果,10项研究是关于青少年大脑健康的综述。脑健康的操作方法差异很大,包括多模式测量,包括问卷调查、认知测试、神经成像和血液生物标志物。确定的研究主题是肥胖/健康/生活方式作为青少年大脑健康的决定因素,新生儿大脑健康,创伤性脑损伤和大脑健康,测量大脑健康的技术选择,以及儿童大脑健康的决定因素。结论本文综述了测量青少年大脑健康的可能性,为建立一个被普遍接受的青少年大脑健康的定义、框架和操作提供了有价值的基础。
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引用次数: 0
Construction and clinical validation of a fetal brain magnetic resonance imaging-prediction model based on multimodal AI fusion algorithm 基于多模态AI融合算法的胎儿脑磁共振成像预测模型构建及临床验证
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-12-10 DOI: 10.1016/j.braindev.2025.104492
BingGuang Liu, FangJing Zhang, JiMin Guo, Wei Lu, ZhiJun Zhu, Yang Liu, ChenWang Yin

Objective

To develop a multimodal artificial intelligence (AI) fusion model predicting abnormal fetal brain development from magnetic resonance imaging (MRI).

Methods

Using fetal brain MRI data and clinical indicators from pregnant women (from January 2021 to December 2023), who were split 7:3 into training and validation sets. In the training set, key predictors were identified via univariate analysis and multivariate logistic regression, including both clinical indicators and continuous MRI biometric parameters. Three multimodal AI fusion models,including Convolutional Neural Network-Recurrent Neural Network (CNN-RNN) model, attention mechanism-based model, and feature concatenation model were developed. Performance was assessed by accuracy, precision, recall, F1-score, and the area under the receiver operating characteristic curve (AUC).

Results

Among the total 806 participants, 108 cases (19.15 %) had fetal brain abnormalities in the training set (n = 564), 45 cases (18.59 %) in the validation set (n = 242). Multivariate logistic regression analysis showed that gestational age, gestational diabetes mellitus, alpha-fetoprotein, lateral ventricular width, and sulcation development score were independent risk factors for fetal brain abnormalities. The attention mechanism fusion model achieved the highest AUC in both the training set (0.876) and the validation set (0.869), significantly outperforming the CNN-RNN fusion model (AUC in training set: 0.776; AUC in validation set: 0.718) and the feature concatenation fusion model (AUC in training set: 0.754; AUC in validation set: 0.720).

Conclusion

The multimodal AI fusion model, particularly using attention mechanisms, effectively identifies high-risk fetal brain abnormalities, offering potential for early clinical intervention and improved prenatal counseling to enhance detection and prognosis of neurological disorders.
目的建立多模态人工智能(AI)融合模型,通过磁共振成像(MRI)预测胎儿脑发育异常。方法利用2021年1月至2023年12月孕妇的胎儿脑MRI数据和临床指标,按7:3分成训练组和验证组。在训练集中,通过单变量分析和多变量逻辑回归确定关键预测因子,包括临床指标和连续MRI生物特征参数。建立了卷积神经网络-递归神经网络(CNN-RNN)模型、基于注意机制的模型和特征拼接模型三种多模态人工智能融合模型。通过准确度、精密度、召回率、f1评分和受试者工作特征曲线下面积(AUC)来评估其表现。结果806例受试者中,训练组(n = 564) 108例(19.15%)胎儿脑异常,验证组(n = 242) 45例(18.59%)胎儿脑异常。多因素logistic回归分析显示,胎龄、妊娠期糖尿病、甲胎蛋白、侧脑室宽、乳管发育评分是胎儿脑异常的独立危险因素。注意机制融合模型在训练集和验证集上的AUC均最高(0.876),显著优于CNN-RNN融合模型(训练集AUC为0.776,验证集AUC为0.718)和特征拼接融合模型(训练集AUC为0.754,验证集AUC为0.720)。结论多模态人工智能融合模型可有效识别高危胎儿脑异常,特别是利用注意机制,为早期临床干预和改进产前咨询提供可能,以提高神经系统疾病的发现和预后。
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引用次数: 0
Paediatric neurological care in Sub-Saharan Africa: Current status and future directions 撒哈拉以南非洲的儿科神经保健:现状和未来方向
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-12-10 DOI: 10.1016/j.braindev.2025.104490
Mabel Frimpong , Siham Mohamed , Miracle Olayeri Ibukun , Yaa Asieduwaa Owusu , Andrew Awuah Wireko
Paediatric neurology has evolved significantly since its early recognition as a subspecialty in the mid-20th century, though interest in childhood neurological conditions dates back centuries. In Sub-Saharan Africa (SSA), however, the field remains underdeveloped, despite a rising burden of neurological disorders such as epilepsy, cerebral palsy, cerebral malaria, autism spectrum disorder, and paediatric brain tumours. These conditions represent a significant proportion of paediatric morbidity and mortality in the region, yet limited epidemiological data, underdiagnosis, and health system constraints continue to obscure their true impact. Aetiological factors in SSA are diverse and include infectious diseases, perinatal complications, genetic disorders and environmental exposures. While countries such as South Africa, have made strides in diagnosis and care, progress remains uneven across the region. Structured training programmes like the African Paediatric Fellowship Programme and public engagement initiatives have contributed to capacity building, but most countries in the region still lack adequate specialist care, essential diagnostic tools such as electroencephalography and magnetic resonance imaging, and sustained investment in paediatric neurology infrastructure and epidemiological research. To address these gaps, this narrative review recommends expanding local training programmes, integrating task-shifting approaches to empower general practitioners and community health workers, and investing in clinical and epidemiological research. Equally critical is the need to strengthen health systems, improve access to diagnostic services, and promote inclusive, stigma reducing advocacy. Only through coordinated efforts can paediatric neurological care in SSA be advanced to meaningfully improve child health outcomes across the region. Thus, this narrative review explores the evident burdens of paediatric neurology care in SSA and proposes potential strategies to address these challenges.
尽管对儿童神经系统疾病的兴趣可以追溯到几个世纪前,但自20世纪中期作为一个亚专科被早期认可以来,儿科神经病学已经有了显著的发展。然而,在撒哈拉以南非洲(SSA),尽管癫痫、脑瘫、脑性疟疾、自闭症谱系障碍和儿科脑肿瘤等神经系统疾病的负担日益加重,但该领域仍然不发达。这些疾病占该地区儿科发病率和死亡率的很大比例,但流行病学数据有限、诊断不足和卫生系统的限制继续掩盖了它们的真正影响。SSA的病因多种多样,包括传染病、围产期并发症、遗传疾病和环境暴露。虽然南非等国家在诊断和护理方面取得了长足进步,但整个区域的进展仍然不平衡。非洲儿科研究金方案等结构化培训方案和公众参与倡议有助于能力建设,但该区域大多数国家仍然缺乏足够的专科护理、脑电图和磁共振成像等基本诊断工具,以及对儿科神经病学基础设施和流行病学研究的持续投资。为了解决这些差距,本综述建议扩大地方培训规划,整合任务转移方法以增强全科医生和社区卫生工作者的权能,并投资于临床和流行病学研究。同样重要的是需要加强卫生系统,改善获得诊断服务的机会,并促进包容性的减少污名的宣传。只有通过协调一致的努力,才能推进SSA的儿科神经保健,从而有意义地改善整个区域的儿童健康结果。因此,这篇叙述性综述探讨了SSA儿科神经病学护理的明显负担,并提出了应对这些挑战的潜在策略。
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引用次数: 0
Does in utero exposure to antiseizure medications affect the trajectory of cognitive development from 2 to 6 years of age? 子宫内接触抗癫痫药物会影响2 - 6岁儿童的认知发展轨迹吗?
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-12-07 DOI: 10.1016/j.braindev.2025.104487
Susanna Stjerna , Lina-Maria Hämäläinen , Mari Videman

Background

Antiseizure medications (ASM) are essential for patients with epilepsy. Though prenatal exposure to ASMs is associated with increased risk for malformations and neurocognitive problems, whether prenatal ASM exposure modifies offsprings' natural developmental trajectory has not yet been studied.

Methods

This prospective study explores the effect of prenatal ASM exposure on the trajectory of cognitive development of children by studying the association of Bayley Scales III scores at 2 years with WISC-IV scores at 6 years of age and by comparing the results against those of unexposed children. Neurocognitive performance of 30 children with prenatal ASM exposure and 37 unexposed control children were evaluated. Correlations and separate ANCOVAs across these ages were compared between ASM exposed and unexposed controls. Results were controlled for maternal education, type of maternal epilepsy, child sex and child age at the assessment.

Results

In unexposed participants, cognitive scores at the age of two years associated positively with working memory and processing speed at six years of age and receptive language scores at the age of two years associated with working memory at six years old. Conversely, with exposed children, there were no significant associations between two- and six-year test scores, and coefficients between receptive language and six-year-old working memory or processing speed differed significantly from unexposed children's coefficients. However, small sample size restricts the stability of the results, and the observed group differences in coefficients were not significant after removal of outlier.

Conclusion

ASM exposure in utero may affect the trajectory of neurocognitive development, but the findings were impacted by an outlier and should be confirmed in larger cohort.
背景:抗癫痫药物(ASM)对癫痫患者至关重要。虽然产前暴露于ASM与畸形和神经认知问题的风险增加有关,但产前暴露于ASM是否会改变后代的自然发育轨迹尚未得到研究。方法:本前瞻性研究通过研究2岁时Bayley量表III评分与6岁时WISC-IV评分的相关性,并与未暴露儿童的结果进行比较,探讨产前ASM暴露对儿童认知发展轨迹的影响。对30例产前ASM暴露儿童和37例未暴露儿童的神经认知能力进行了评价。ASM暴露组和未暴露组在这些年龄段的相关性和单独ANCOVAs进行比较。结果对照了评估时的母亲教育程度、母亲癫痫类型、儿童性别和儿童年龄。结果:在未接触的参与者中,两岁时的认知得分与六岁时的工作记忆和处理速度呈正相关,两岁时的接受性语言得分与六岁时的工作记忆呈正相关。相反,对于接触过的儿童,两岁和六岁的测试成绩之间没有显著的联系,接受性语言和六岁工作记忆或处理速度之间的系数与未接触过的儿童的系数有显著差异。但样本量小限制了结果的稳定性,剔除离群值后所观察到的组间系数差异不显著。结论:子宫内接触ASM可能会影响神经认知发育的轨迹,但这一发现受到了一个异常值的影响,应该在更大的队列中得到证实。
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引用次数: 0
Reply to the letter to the editor “Gene therapy advancements in Duchenne muscular dystrophy: Overlooked challenges” 回复致编辑的信“杜氏肌营养不良症的基因治疗进展:被忽视的挑战”
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-12-03 DOI: 10.1016/j.braindev.2025.104489
Yuko Shimizu-Motohashi
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引用次数: 0
Neurological manifestations and clinical outcomes in pediatric Alexander disease: single-center cohort and identification of novel GFAP variants 小儿亚历山大病的神经学表现和临床结果:单中心队列和新型GFAP变异的鉴定
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-12-01 DOI: 10.1016/j.braindev.2025.104488
Renu Suthar , Yashu Sharma , Arushi Gahlot Saini , Pawan Kumar , Sadhna Lal , Prateek Bhatia , Vikas Bhatia , Sameer Vyas , Priyanka Srivastava , Balamurugan Nagarajan , Savita Attri , Jitendra Sahu , Naveen Sankhyan

Background

We aimed to analyze the prevalence, clinico-radiological and genetic features, and outcomes in children with Alexander disease (AD) with special emphasis on atypical presentations.

Methods

This cross-sectional study evaluated children with AD seen over the past 10 years. Neuroimaging was evaluated by a trained neuroradiologist. In-silico tools were used to predict the pathogenicity of the novel variants detected by whole-exome sequencing.

Results

N = 12 children (males 58.3 %) with genetically-confirmed AD were evaluated. Disease subtypes were infantile (n = 7, 58.3 %), juvenile (n = 3, 25 %), and neonatal (n = 2, 16.7 %) AD. The clinic-based prevalence of AD was 0.34 cases per 1000 pediatric neurology patients per year, or an average of 1.2 cases per year. Clinical features were developmental delay (n = 9, 75 %), macrocephaly (n = 9, 75 %), spasticity (n = 6, 50 %), and epilepsy (n = 8, 66.7 %); two children with juvenile-onset disease had atypical visual and bulbar manifestations. Pathogenic variations were most common in exons 1 (n = 5, 42 %), and exon 4 (n = 4, 33.3 %). These were missense type (n = 11, 91.6 %) or deletion (n = 1, 8.3 %). Three novel variants were detected: c.251T>G (p.Ile84Ser) in exon 1, c.810_818 deletion (p.Asn271_Glu273del) in exon 5, and c.292G>C (p.Ala98Pro) in exon 1 in the GFAP gene (NM_002055). Majority of children developed spastic paresis (n = 9, 83 %) and mortality rate was 33.3 % (n = 4/12).

Conclusion

AD is a rare leukodystrophy with high mortality and progressive spastic paraparesis. Neonatal and juvenile types may present atypically and delay correct diagnosis. Deletions may account for a minor proportion of pathogenic variants. Our study expands the clinico-radiological spectrum of AD in children.
本研究旨在分析亚历山大病(AD)儿童的患病率、临床放射学和遗传学特征以及预后,并特别强调非典型表现。方法:本横断面研究评估了过去10年的AD患儿。神经影像由训练有素的神经放射学家评估。利用计算机工具预测全外显子组测序检测到的新变异的致病性。结果对遗传确诊AD患儿12例(男性58.3%)进行了评估。疾病亚型为婴儿AD (n = 7, 58.3%)、青少年AD (n = 3, 25%)和新生儿AD (n = 2, 16.7%)。阿尔茨海默病的临床患病率为每年每1000名儿科神经病学患者0.34例,或平均每年1.2例。临床表现为发育迟缓(n = 9, 75%)、大头畸形(n = 9, 75%)、痉挛(n = 6, 50%)、癫痫(n = 8, 66.7%);2例患儿有不典型的视觉和球表现。致病变异最常见于外显子1 (n = 5, 42%)和外显子4 (n = 4, 33.3%)。错义型(n = 11, 91.6%)或缺失型(n = 1, 8.3%)。在GFAP基因(NM_002055)中检测到3个新变异:第1外显子C . 251t >G (p.i ile84ser),第5外显子C .810_818缺失(p.a n271_glu273del),第1外显子C . 292g >C (p.a ala98pro)。大多数儿童发生痉挛性麻痹(n = 9, 83%),死亡率为33.3% (n = 4/12)。结论ad是一种罕见的脑白质营养不良,病死率高,伴有进行性痉挛性截瘫。新生儿和青少年型可能表现不典型,延误正确诊断。缺失可能占致病变异的一小部分。我们的研究扩展了儿童AD的临床放射谱。
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引用次数: 0
Childhood epilepsy in Cameroon: Clinical patterns, predictive factors, and educational impact at a tertiary hospital 喀麦隆儿童癫痫:临床模式、预测因素和三级医院的教育影响
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-11-15 DOI: 10.1016/j.braindev.2025.104485
Dominique Enyama , Daniel Gams Massi , Diomede Noukeu Njinkui , Zakiatou Benazir Abdourahmani , Joël Aquilas Ngalandeu Kwemo , Abouame Palma Haoua , Daniel Armand Kago Tague , Arielle Annick Sime Tchouamo , Danielle Christiane Kedy Mangamba

Introduction

Epilepsy is a chronic brain disorder characterized by recurrent seizures. Limited data on childhood epilepsy in Cameroon prompted this study.

Methods

We conducted a cross-sectional study with retrospective data collection over six months (December 2023–May 2024). Medical records of children aged 3 months to 15 years, diagnosed with epilepsy and followed at Douala General Hospital between January 2020 and December 2023, were analyzed. Statistical analysis used SPSS 26.0, with Fisher's exact and chi-square tests for associations, and logistic regression for predictive factors (p < 0.05).

Results

142 patients were included (male-to-female ratio = 1.21). Epilepsy prevalence was 2.4 %. Generalized seizures predominated (65.7 %) with focal epileptic abnormalities in 50.7 % of cases. Idiopathic generalized epilepsy represented 57.7 % of cases. Sodium valproate was used in 52.8 % of cases. Main etiological factors included: neonatal convulsions (61; 43 %), febrile seizures (49; 34.5 %) and neonatal asphyxia (35; 24.6 %). Seizures persisted in 35 patients (24.6 %) under treatment. Predictive factors for poor seizure control included unknown seizure type (OR 14.25 [1.10–183.97]; p = 0.04), cryptogenic focal epilepsy (OR 12.55 [1.58–99.71]; p = 0.02), and use of prayers or traditional medicines (OR 7.45 [1.01–55.13]; p = 0.05). Memory disorders significantly impacted school performance (OR 4.95 [1.80–13.59]; p = 0.002), along with lack of concentration (OR 3.04 [1.04–8.84]; p = 0.04).

Conclusion

This study identified specific predictive factors for poor epileptic control and confirms cognitive impact on schooling, providing intervention targets to optimize neurological and educational management in Cameroon.
癫痫是一种以反复发作为特征的慢性脑部疾病。关于喀麦隆儿童癫痫的有限数据促使了这项研究。方法采用横断面研究,回顾性收集数据6个月(2012月- 2024年5月)。分析了2020年1月至2023年12月期间在杜阿拉总医院诊断为癫痫并随访的3个月至15岁儿童的医疗记录。统计学分析采用SPSS 26.0,相关性采用Fisher精确检验和卡方检验,预测因素采用logistic回归(p < 0.05)。结果共纳入142例患者,男女比为1.21。癫痫患病率为2.4%。全身性癫痫发作占多数(65.7%),局灶性癫痫异常占50.7%。特发性全身性癫痫占57.7%。52.8%的病例使用丙戊酸钠。主要病因包括新生儿惊厥(61例;43%)、热性惊厥(49例;34.5%)和新生儿窒息(35例;24.6%)。35例(24.6%)患者在治疗中持续发作。癫痫控制不良的预测因素包括未知癫痫类型(OR 14.25 [1.10-183.97]; p = 0.04)、隐源性局灶性癫痫(OR 12.55 [1.58-99.71]; p = 0.02)和使用祈祷或传统药物(OR 7.45 [1.01-55.13]; p = 0.05)。记忆障碍显著影响学习成绩(OR 4.95 [1.80-13.59]; p = 0.002),以及注意力不集中(OR 3.04 [1.04-8.84]; p = 0.04)。结论本研究确定了癫痫控制不良的具体预测因素,确认了认知对学校教育的影响,为优化喀麦隆的神经和教育管理提供了干预目标。
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引用次数: 0
Comment on “Survival motor neuron protein is the optimal biomarker for evaluating the risdiplam treatment” 关于“存活运动神经元蛋白是评价利西泮治疗效果的最佳生物标志物”的评论
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-11-14 DOI: 10.1016/j.braindev.2025.104486
Gül Yücel
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引用次数: 0
Diagnostic odyssey of opsoclonus-myoclonus syndrome and barriers to early detection 阵挛-肌阵挛综合征的诊断过程及早期发现的障碍
IF 1.3 4区 医学 Q4 CLINICAL NEUROLOGY Pub Date : 2025-11-14 DOI: 10.1016/j.braindev.2025.104484
Nobuaki Tsuiki , Itaru Hayakawa , Yuichi Abe

Objectives

Opsoclonus-myoclonus syndrome (OMS) is a rare immune-mediated disorder of central nervous systems characterized by chaotic eye movements (opsoclonus), myoclonus, ataxia, and behavioral disturbances. OMS remains diagnostically challenging despite its recognizable clinical features.

Methods

We conducted a single-center cohort study of patients with OMS at a tertiary care children's medical center (2002–2024). Using the diagnostic odyssey plot methodology, we mapped individual diagnostic pathways, compared early (≤28 days) versus delayed (>28 days) diagnosis groups, and analyzed symptoms as well as patterns of diagnostic errors.

Results

Twenty cases were ascertained. Ten patients were diagnosed early (median 16.5 days), while the remaining experienced a delayed diagnosis (equal to or more than 28 days, median 124 days). Provisional diagnoses of acute cerebellar ataxia, acute disseminated encephalomyelitis, and acute cerebellitis were common. Analysis of symptoms revealed that nystagmus appeared at the same time in both the early- and delayed-diagnosed groups, but opsoclonus was recognized later in the delayed diagnosed group (11.5 days versus 96 days, p < 0.01). The presence or absence of neuroblastoma did not contribute to the diagnostic delay.

Conclusions

The unique diagnostic journey of OMS is presented. Reconsidering the diagnosis in cases of prolonged or relapsing ataxia and recognizing opsoclonus early on are vital for the early detection of OMS.
目的眼阵挛-肌阵挛综合征(OMS)是一种罕见的免疫介导的中枢神经系统疾病,以眼动混乱(眼阵挛)、肌阵挛、共济失调和行为障碍为特征。尽管OMS具有可识别的临床特征,但其诊断仍然具有挑战性。方法对某三级儿童医疗中心(2002-2024)的OMS患者进行单中心队列研究。使用诊断奥德赛图方法,我们绘制了个体诊断途径,比较早期(≤28天)和延迟(>;28天)诊断组,并分析了症状和诊断错误的模式。结果共确诊20例。10例患者早期诊断(中位16.5天),其余患者延迟诊断(等于或超过28天,中位124天)。临时诊断为急性小脑性共济失调,急性播散性脑脊髓炎和急性小脑炎是常见的。症状分析显示,早期和延迟诊断组眼球震颤同时出现,但延迟诊断组眼冠的发现较晚(11.5 d对96 d, p < 0.01)。神经母细胞瘤的存在或不存在不会导致诊断延迟。结论总结了OMS独特的诊断历程。对长期或复发性共济失调的病例重新考虑诊断,及早发现眼阵挛对OMS的早期发现至关重要。
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引用次数: 0
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