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Prediction of Mild Cognitive Impairment Progression to Alzheimer's Disease Based on Diffusion Tensor Imaging-Derived Diffusion Parameters: Construction and Validation of a Nomogram. 基于DTI导出的扩散参数预测MCI进展为AD:列线图的构建和验证。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-11-03 DOI: 10.1159/000534767
Xuefei Cheng, Dongxue Li, Jiaxuan Peng, Zhenyu Shu, Xiaowei Xing

Introduction: The aim of the study was to construct and validate a nomogram that combines diffusion tensor imaging (DTI) parameters and clinically relevant features for predicting the progression of mild cognitive impairment (MCI) to Alzheimer's disease (AD).

Method: A retrospective analysis was conducted on the MRI and clinical data of 121 MCI patients, of whom 32 progressed to AD during a 4-year follow-up period. The MCI patients were divided into training and validation sets at a ratio of 7:3. DTI features were extracted from MCI patient data in the training set, and their dimensionality was reduced to construct a radiomics signature (RS). Then, combining the RS with independent predictors of MCI disease progression, a joint model was constructed, and a nomogram was generated. Finally, the area under the receiver operating characteristic curve (AUC) and decision curve analysis (DCA) were used to evaluate the diagnostic and clinical efficacy of the nomogram based on the data from the validation set.

Result: The AUCs of the RS in the training and validation sets were 0.81 and 0.84, with sensitivities of 0.87 and 0.78 and specificities of 0.71 and 0.81, respectively. Multiple logistic regression analysis showed that the RS, clinical dementia rating scale score, and Alzheimer's disease assessment scale score were the independent predictors of progression and were thus used to construct the nomogram. The AUCs of the nomogram in the training and validation sets were 0.89 and 0.91, respectively, with sensitivities of 0.78 and 0.89 and specificities of 0.90 and 0.88, respectively. DCA showed that the nomogram was the most valuable model for predicting the progression of MCI to AD and that it provided greater net benefits than other analysed models.

Conclusion: Changes in white matter fibre bundles can serve as predictive imaging markers for MCI disease progression, and the combination of white matter DTI features and relevant clinical features can be used to construct a nomogram with important predictive value for MCI disease progression.

目的:构建并验证一个结合扩散张量成像(DTI)参数和临床相关特征的列线图,用于预测轻度认知障碍(MCI)向阿尔茨海默病(AD)的进展。方法:对121例MCI患者的MRI和临床资料进行回顾性分析,其中32例在四年的随访期内进展为AD。MCI患者按7:3的比例分为训练组和验证组。从训练集中的MCI患者数据中提取DTI特征,并对其进行降维以构建放射组学特征(RS)。然后,将RS与MCI疾病进展的独立预测因子相结合,构建联合模型,并生成列线图。最后,根据验证集的数据,使用受试者工作特征曲线下面积(AUC)和决策曲线分析(DCA)来评估列线图的诊断和临床疗效。结果:训练集和验证集中RS的AUC分别为0.81和0.84,敏感性分别为0.87和0.78,特异性分别为0.71和0.81。多元逻辑回归分析表明,RS、临床痴呆评定量表评分和阿尔茨海默病评估量表评分是进展的独立预测因素,因此用于构建列线图。训练和验证集中列线图的AUC分别为0.89和0.91,敏感性分别为0.78和0.89,特异性分别为0.90和0.88。DCA表明,列线图是预测MCI向AD进展的最有价值的模型,它比其他分析模型提供了更大的净效益。结论:白质纤维束的变化可以作为MCI疾病进展的预测性影像学标志,结合白质DTI特征和相关临床特征可以构建对MCI疾病发展具有重要预测价值的列线图。
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引用次数: 0
Erratum. 勘误表。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-11-23 DOI: 10.1159/000535278
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引用次数: 0
Influence of Cardiovascular Risk Factors in Early Relapsing-Remitting Multiple Sclerosis: A Retrospective Analysis. 心血管危险因素对早期复发-缓解型多发性硬化症的影响:回顾性分析
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 DOI: 10.1159/000527673
Pablo Arroyo-Pereiro, Albert Muñoz-Vendrell, Laura Bau, Elisabet Matas, Lucia Romero-Pinel, Antonio Martínez-Yélamos, Sergio Martínez-Yélamos

Introduction: Prior studies have suggested that cardiovascular risk factors (CVRFs) can affect the prognosis of multiple sclerosis (MS). The aim of this study was to assess if CVRFs affect the early course of MS.

Methods: A retrospective observational study was performed, including patients diagnosed with relapsing-remitting MS (RRMS) from 2010 to 2020, with at least 2 years of disease and 6 months follow-up. Age at onset, disease duration, number of relapses, time to confirmed Expanded Disability Status Scale (EDSS) 3.0 and 6.0, and time to secondary progressive MS (SPMS) were collected. Presence and date at onset of hypertension (HT), diabetes mellitus (DM), high low-density lipoprotein cholesterol (LDLc), and smoking during the study period were collected. The primary objective was to assess if CVRFs at the onset of MS are associated with lower time to EDSS 3.0, time to EDSS 6.0, and time to SPMS, using bivariate and multivariate analysis.

Results: 281 RRMS patients were included; median age at onset was 33 (IQR 26-39); 69.4% were female. Median EDSS at onset was 1.5 (IQR 1-2.5). Nine patients reached SPMS; 24 patients were diagnosed with HT, 9 with DM, 109 with high LDLc, and 123 were smokers during follow-up. No statistically significant association was found between the presence of CVRF at MS onset and the mentioned clinical outcomes during the MS course.

Conclusion: No association was found between CVRFs and the early course of MS in our cohort.

既往研究表明心血管危险因素(CVRFs)可影响多发性硬化症(MS)的预后。本研究的目的是评估cvrf是否影响MS的早期病程。方法:进行回顾性观察性研究,包括2010年至2020年诊断为复发-缓解型MS (RRMS)的患者,病程至少2年,随访6个月。收集发病年龄、病程、复发次数、确认扩展残疾状态量表(EDSS) 3.0和6.0的时间以及继发性进展性MS (SPMS)的时间。收集研究期间高血压(HT)、糖尿病(DM)、高低密度脂蛋白胆固醇(LDLc)和吸烟的存在和发病日期。主要目的是通过双变量和多变量分析,评估MS发病时cvrf是否与较短的EDSS 3.0时间、较短的EDSS 6.0时间和较短的SPMS时间相关。结果:纳入RRMS患者281例;发病年龄中位数为33岁(IQR 26-39);69.4%为女性。发病时平均EDSS为1.5 (IQR 1-2.5)。9例达到SPMS;随访期间,24例诊断为HT, 9例诊断为DM, 109例诊断为高ldl, 123例为吸烟者。在MS发病时CVRF的存在与MS病程中上述临床结果之间没有统计学意义的关联。结论:在我们的队列中,cvrf与MS的早期病程没有关联。
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引用次数: 0
Editorial. 社论
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-01-11 DOI: 10.1159/000528909
Julien Bogousslavsky
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引用次数: 0
Radiological Disease Activity in Secondary Progressive Multiple Sclerosis. 继发性进行性多发性硬化的放射学疾病活动性。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 DOI: 10.1159/000527720
Daniela Noa Zohar, David Magalashvili, Sapir Dreyer-Alster, Chen Hoffmann, Gil Harari, Mark Dolev, Anat Achiron

Introduction: MRI activity is less frequent among secondary progressive multiple sclerosis (SPMS) patients. In the current study, we aimed to identify SPMS patients with higher radiological disease activity (RDA) and determine their clinical characteristics.

Methods: We evaluated the occurrence of RDA in SPMS patients followed at the Sheba Multiple Sclerosis Center between January 1, 2015, and December 31, 2020. All patients underwent brain and spinal cord MRI examinations as a routine follow-up unrelated to clinical disease activity. Patients were subdivided into RDA and non-RDA MRI groups based on the presence of active gadolinium-enhancing T1 lesions and/or new/enlarging T2 lesions. Demographic variables and disease-related data were compared.

Results: One hundred consecutive SPMS patients, 74 females, median age of 50 years, disease duration of 19.5 years, and neurological disability by the Expanded Disability Status Scale (EDSS) score of 6.0, were included in the study. The RDA group comprised 35 patients (35%), of them 65.7% (n = 23) exhibited only brain MRI activity, 22.8% (n = 8) only spinal cord MRI activity, and 11.4% (n = 4) had both. Patients in the RDA group were diagnosed at a younger mean (SD) age of 28.2 (8.9) versus 33.7 (10.1) years and were younger with a mean (SD) age of 47.8 (9.9) versus 53.4 (10.1) years, as compared with the non-RDA group. No significant differences were found in relation to disease duration, EDSS, exposure to immunomodulatory treatments, and duration of immunomodulatory treatments.

Conclusions: RDA unrelated to clinical symptomatology was more frequent in a subgroup of young SPMS patients.

MRI活动在继发性进行性多发性硬化症(SPMS)患者中较少发生。在本研究中,我们旨在识别具有较高放射疾病活动性(RDA)的SPMS患者并确定其临床特征。方法:我们评估了2015年1月1日至2020年12月31日在Sheba多发性硬化症中心随访的SPMS患者的RDA发生情况。所有患者均接受脑和脊髓MRI检查,作为与临床疾病活动无关的常规随访。根据活动性钆增强T1病变和/或新发/扩大T2病变的存在,将患者细分为RDA和非RDA MRI组。比较人口学变量和疾病相关数据。结果:连续纳入100例SPMS患者,女性74例,中位年龄50岁,病程19.5年,扩展残疾状态量表(EDSS)评分6.0分神经功能障碍。RDA组35例患者(35%),其中65.7% (n = 23)仅显示脑MRI活动,22.8% (n = 8)仅显示脊髓MRI活动,11.4% (n = 4)两者兼有。与非RDA组相比,RDA组患者的平均(SD)年龄更年轻,分别为28.2(8.9)岁和33.7(10.1)岁,平均(SD)年龄为47.8(9.9)岁和53.4(10.1)岁。在疾病持续时间、EDSS、免疫调节治疗暴露和免疫调节治疗持续时间方面没有发现显著差异。结论:与临床症状无关的RDA在年轻SPMS患者亚组中更为常见。
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引用次数: 0
Long-Lasting COVID-Associated Brain Fog: A Follow-Up Study. 长期与新冠病毒相关的脑雾:一项后续研究。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 DOI: 10.1159/000529860
Ali A Asadi-Pooya, Mina Shahisavandi, Hamid Nemati, Afrooz Karimi, Anahita Jafari, Sara Nasiri, Seyyed Saeed Mohammadi, Meshkat Nemati, Zahra Rahimian, Hossein Bayat

Introduction: We investigated the longevity of COVID-associated brain fog in patients who have survived the COVID-19.

Methods: This was a follow-up study of 2,696 adult patients with COVID-19 from our previous study. We selected every other patient in our database. The follow-up data were collected during a phone call to the participants in January-February 2022 (11 months after the initial study): concentration difficulty and the patient's self-declared status in their ability to concentrate.

Results: In total, 1,164 people were included; 35 people (3.0%) had concentration difficulty and 65 individuals (5.6%) had a worsened status in their ability to concentrate and think; 26 people (2.2%) responded yes to both questions and were considered as having long-lasting brain fog. People with long-lasting brain fog were more often admitted to ICUs during the initial hospitalization (23.1% vs. 9.3%; p = 0.032) compared with those without long-lasting brain fog.

Conclusion: We may conclude that a minority of the hospitalized patients with COVID-19 may suffer from long-lasting post-COVID brain fog, at least for more than 1 year after their initial illness. Long-lasting post-COVID brain fog has a significant association with the severity of the initial illness.

我们研究了COVID-19存活患者与COVID-19相关的脑雾的寿命。方法:这是一项来自我们之前研究的2696名成年COVID-19患者的随访研究。我们选择了数据库中所有其他的病人。随访数据是在2022年1月至2月(初步研究后11个月)通过电话向参与者收集的:集中困难和患者自我声明的集中能力状态。结果:共纳入1164人;35人(3.0%)有注意力集中困难,65人(5.6%)注意力集中和思考能力恶化;26人(2.2%)对两个问题的回答都是肯定的,并被认为患有长期脑雾。长期脑雾患者在初次住院期间更常入住icu (23.1% vs. 9.3%;P = 0.032)。结论:我们可以得出结论,少数住院的COVID-19患者可能会出现长期的脑雾,至少在发病后1年以上。covid后持续的脑雾与初始疾病的严重程度有显著关联。
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引用次数: 1
Interferon Beta-1a versus Glatiramer Acetate: Changes of Innate Immunity in a Group of Women with Multiple Sclerosis. 干扰素Beta-1a与醋酸格拉默:一组多发性硬化症女性先天免疫的变化。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-07-20 DOI: 10.1159/000532022
Marek Peterka, Martin Valis, Ondrej Soucek, Jan Krejsek, Lukáš Sobisek, Ilona Sejkorova, Blanka Klimova, Pavel Stourac, Zbysek Pavelek, Michal Novotny

Introduction: Multiple sclerosis (MS) is a chronic inflammatory autoimmune demyelinating disease that secondarily leads to axonal loss and associated brain atrophy. Disease-modifying drugs (DMDs) have previously been studied for their ability to affect specific immunity. This study investigates the effect of interferon beta-1a (INF) and glatiramer acetate (GA) administration on changes in innate immunity cell populations.

Methods: Sixty Caucasian female patients with relapsing-remitting MS undergo blood sample testing for 15 blood parameters at baseline, 1 month, 3 months, and 6 months after treatment by GA or IFN (started as their first-line DMD).

Results: A statistically significant difference in the change after 6 months was found in the parameter monocytes (relative count) in the group of patients treated with IFN. The median increase was 27.8%. Changes in many of the other 15 parameters studied were 10-20%.

Conclusion: Innate immunity has long been neglected in MS immunopathology. The findings suggest that IFN treatment may modulate the immune response in MS by affecting monocyte function and may provide insight into the mechanisms of action of IFN in MS.

引言:多发性硬化症(MS)是一种慢性炎症性自身免疫性脱髓鞘疾病,可继发导致轴突丢失和相关的脑萎缩。疾病修饰药物(DMD)以前曾因其影响特异性免疫的能力而被研究。本研究研究了干扰素β-1a(INF)和醋酸格拉默(GA)给药对先天免疫细胞群变化的影响。方法:60例复发-缓解型多发性硬化症的白人女性患者分别在基线、1个月、3个月、4个月和6个月进行了15项血液参数的血样检测,结果:在接受干扰素治疗的患者组中,单核细胞参数(相对计数)在6个月后的变化具有统计学意义。中位数增加27.8%。其他15个研究参数的变化为10-20%。结论:先天免疫在MS免疫病理学中长期被忽视。研究结果表明,IFN治疗可能通过影响单核细胞功能来调节MS的免疫反应,并可能深入了解IFN在MS中的作用机制。
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引用次数: 0
Management of Status Epilepticus by Different Pediatric Departments: Neurology, Intensive Care, and Emergency Medicine. 不同儿科对癫痫状态的管理:神经病学、重症监护和急诊医学。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-08-30 DOI: 10.1159/000533191
Özge Dedeoglu, Halise Akça, Serhat Emeksiz, Ayşe Kartal, Neşe Çıtak Kurt

Introduction: The aim of this study was to explore the differences in status epilepticus (SE) management among pediatric neurology, emergency medicine, and intensive care specialists in Turkey.

Methods: A 22-item questionnaire regarding first-, second-, and third-line management strategies of SE including demographic characteristics and common etiologies according to the specialty of participants was mailed to 370 specialists working in Turkey.

Results: A total of 334 participants (response rate 90%) comprising 136 pediatric neurologists, 102 pediatric emergency medicine specialists, and 96 pediatric intensive care specialists completed the survey. While intensive care specialists frequently managed SE due to metabolic and autoimmune reasons, the most common etiologies encountered by emergency medicine specialists were epilepsy and infections. More than half of the intensive care specialists (64.6%) reported using non-BZD antiseizure medications in the 5th minute of the seizure. Most of the neurologists (76.4%) preferred to administer intravenous (IV) levetiracetam infusion as a second-line agent. About half of intensive care specialists and neurologists tried immunomodulatory therapies in super-refractory SE. Intensive care and emergency medicine specialists were less likely to favor ketogenic diet and pyridoxine therapy for the treatment of super-refractory SE. The rate of requesting EEG monitoring to recognize nonconvulsive SE (NCSE) was found to be very low except for neurologists.

Conclusion: There was no consensus among neurologists, intensive care specialists, and emergency medicine specialists in the management of SE in Turkey. Familiarity with particular antiseizure medications and the etiologies they manage seem to be the most important factors influencing the attitudes.

引言:本研究的目的是探讨土耳其儿科神经病学、急诊医学和重症监护专家在癫痫持续状态(SE)管理方面的差异,根据参与者的专业,将包括人口统计学特征和常见病因在内的SE三线管理策略邮寄给370名在土耳其工作的专家,96名儿科重症监护专家完成了调查。虽然重症监护专家由于代谢和自身免疫原因经常治疗SE,但急诊医学专家遇到的最常见病因是癫痫和感染。超过一半的重症监护专家(64.6%)报告在癫痫发作的第5分钟使用了非BZD抗癫痫药物。大多数神经科医生(76.4%)更喜欢将左乙拉西坦静脉输注作为二线药物。大约一半的重症监护专家和神经学家在超难治性SE中尝试了免疫调节疗法。重症监护和急诊医学专家不太可能支持生酮饮食和吡哆醇治疗超难治型SE。除神经学家外,要求脑电图监测以识别非惊厥性SE(NCSE)的比率非常低。结论:在土耳其,神经学家、重症监护专家和急诊医学专家对SE的管理没有达成共识。熟悉特定的抗癫痫药物及其病因似乎是影响态度的最重要因素。
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引用次数: 0
André-Thomas (1867-1963), Initiator of Neonatal Neurology. 安德雷·托马斯(1867-1963),新生儿神经病学的奠基人。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-09-01 DOI: 10.1159/000531863
Olivier Walusinski

After a brilliant career as a clinician and anatomopathologist, André-Thomas (1868-1963) spent the last 30 years of his life validating the components of neurological examinations of newborns and infants. This novel approach was developed through long examinations of several hundreds of normal and sick children, notably those with anencephaly. By combining his vast knowledge of physiology with the results of his experimental work, André-Thomas built the foundations of a speciality that did not exist before his time: neuropaediatrics. His Études neurologiques (neurological studies), medical in nature but also very literary, echoing his illustrious predecessors of the 19th century, made him a transmitter of knowledge, a man of transition, from the anatomoclinical method of the 19th century to the standardised investigation techniques of the 20th century.

在经历了临床医生和解剖病理学家的辉煌职业生涯后,安德雷·托马斯(1868-1963)在他生命的最后30年里验证了新生儿和婴儿神经检查的组成部分。这种新方法是通过对数百名正常和患病儿童,尤其是无脑畸形儿童进行长期检查而发展起来的。通过将他丰富的生理学知识与实验工作的结果相结合,安德雷·托马斯建立了一个在他那个时代之前不存在的专业的基础:神经医学。他的神经病学研究(神经学研究)本质上是医学,但也非常文学,与19世纪杰出的前辈相呼应,使他成为知识的传递者,从19世纪的解剖学方法过渡到20世纪的标准化研究技术。
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引用次数: 0
Delirium and Dementia in the Elderly: Sometimes Associated or Always Together? 老年人谵妄和痴呆:有时相关还是总是相关?
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 DOI: 10.1159/000530226
Orso Bugiani

Background: In the elderly, the association of delirium and dementia can cause diagnostic problems because they share the same symptom of confusion. Delirium is often misdiagnosed as dementia and treated inappropriately, ignoring that it could be successfully addressed, which can lead to increased health risks up to death.

Summary: Confusion indicates that functional reserve fails to compensate for the action of stressors. The decline in reserve is linked to aging-related changes in blood flow, mitochondria, cerebrospinal fluid, and immune function, as well as the appearance of structural precursors of disease. It is greater in dementia that adds a large burden of pathology, especially degenerative and vascular.

Key messages: Based on their common background linking normal and pathological brain aging, it can be argued that delirium and dementia are always associated to some extent and can aggravate each other. The clinical approach to their association, which currently relies on the preliminary diagnosis of delirium according to ad hoc protocols, could be simplified by taking delirium for granted so that its causative stressors, usually the most common diseases of old age and/or drug abuse, could be addressed immediately. This approach would benefit all demented patients: not only those who are in such a serious condition that they need to be hospitalized due to the risk of death, but also those with clouded delirium.

背景:在老年人中,谵妄和痴呆的关联可能导致诊断问题,因为它们具有相同的精神错乱症状。谵妄经常被误诊为痴呆症,治疗不当,忽视了它可以成功解决,这可能导致健康风险增加,直至死亡。摘要:混乱表明功能储备不能补偿应激源的作用。储备能力的下降与血流、线粒体、脑脊液和免疫功能的衰老相关变化以及疾病的结构性前兆的出现有关。它在痴呆中更大,增加了很大的病理负担,特别是退行性和血管性。基于正常和病理性脑衰老的共同背景,可以认为谵妄和痴呆总是有一定程度的关联,并且可以相互加剧。临床方法目前依赖于根据特别方案对谵妄的初步诊断,可以通过将谵妄视为理所当然来简化它们的关联,以便其致病压力源(通常是老年和/或药物滥用的最常见疾病)可以立即得到解决。这种方法将使所有的精神错乱患者受益:不仅是那些病情严重到有死亡风险而需要住院治疗的患者,还包括那些患有迷糊性谵妄的患者。
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引用次数: 0
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European Neurology
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