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Quantifying epileptic networks: every data point brings us a step closer to an optimized surgery. 量化癫痫网络:每一个数据点都让我们离优化手术更近一步。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-10-04 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae349
John Thomas, Kassem Jaber, Birgit Frauscher

This scientific commentary refers to 'The sixth sense: how much does interictal intracranial EEG add to determining the focality of epileptic networks?', by Gallagher et al. (https://doi.org/10.1093/braincomms/fcae320).

本科学评论引用了 Gallagher 等人撰写的 "第六感:发作间期颅内脑电图对确定癫痫网络病灶的作用有多大?"(https://doi.org/10.1093/braincomms/fcae320)。
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引用次数: 0
Encephalitis lethargica: clinical features and aetiology. 白塞性脑炎:临床特征和病因。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-10-04 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae347
Jonathan P Rogers, Tomas Mastellari, Alex J Berry, Kieron Kumar, Ella Burchill, Anthony S David, Glyn Lewis, Andrew Lees, Michael S Zandi

Encephalitis lethargica, an epidemic neurological illness, typically involved a severe sleep disorder and progressive parkinsonism. A century later, our understanding relies on seminal descriptions, more recent historical research and the study of small numbers of possible sporadic cases. Theories around infection, environmental toxins, catatonia and autoimmune encephalitis have been proposed. We aimed to describe the presentation of encephalitis lethargica and test these diagnostic and aetiological theories. Subjects with encephalitis lethargica were identified in the archives of the National Hospital for Neurology and Neurosurgery, UK between 1918 and 1946. Case notes were examined to establish illness temporality, clinical features and cerebrospinal fluid results. Controls from the archives were identified for 10% of cases, matching on discharge year, sex and neurologist. Clinical presentation was compared to modern diagnostic criteria for encephalitis lethargica, catatonia and autoimmune encephalitis. In a case-control design, a multilevel logistic regression was conducted to ascertain whether cases of encephalitis lethargica were associated with febrile illnesses and with environmental exposures. Six hundred and fourteen cases of encephalitis lethargica and 65 controls were identified. Cases had a median age of 29 years (interquartile range 18) and a median time since symptomatic onset of 3.00 years (interquartile range 3.52). Motor features were present in 97.6%, cranial nerve findings in 91.0%, ophthalmological features in 77.4%, sleep disorders in 66.1%, gastrointestinal or nutritional features in 62.1%, speech disorders in 60.8% and psychiatric features in 53.9%. Of the 167 cases who underwent lumbar puncture, 20 (12.0%) had a pleocytosis. The Howard and Lees criteria for encephalitis lethargica had a sensitivity of 28.5% and specificity of 96.9%. Among the cases, 195 (31.8%, 95% confidence interval 28.1-35.6%) had a history of febrile illness within one calendar year prior to illness onset, which was more common than among the controls (odds ratio 2.70, 95% confidence interval 1.02-7.20, P = 0.05), but there was substantial reporting bias. There was no evidence that occupational exposure to solvents or heavy metals was associated with encephalitis lethargica. Two hundred and seventy-six (45.0%) of the cases might meet criteria for possible autoimmune encephalitis, but only 3 (0.5%) might meet criteria for probable NMDA receptor encephalitis. Only 11 cases (1.8%) met criteria for catatonia. Encephalitis lethargica has a distinct identity as a neuropsychiatric condition with a wide range of clinical features. Evidence for a relationship with infectious or occupational exposures was weak. Autoimmune encephalitis may be an explanation, but typical cases were inconsistent with NMDA receptor encephalitis.

昏睡性脑炎是一种流行性神经系统疾病,通常伴有严重的睡眠障碍和进行性帕金森病。一个世纪后,我们对这种疾病的了解有赖于开创性的描述、最新的历史研究以及对少量可能的零星病例的研究。围绕感染、环境毒素、紧张症和自身免疫性脑炎提出了一些理论。我们的目的是描述白塞性脑炎的表现,并检验这些诊断和病因理论。我们在英国国立神经病学和神经外科医院的档案中找到了 1918 年至 1946 年间患有昏睡性脑炎的患者。对病例记录进行了研究,以确定疾病的时间性、临床特征和脑脊液结果。从档案中确定了 10% 病例的对照组,根据出院年份、性别和神经科医生进行匹配。临床表现与白塞性脑炎、紧张症和自身免疫性脑炎的现代诊断标准进行了比较。在病例对照设计中,进行了多级逻辑回归,以确定昏睡性脑炎病例是否与发热性疾病和环境暴露有关。研究发现了 614 例白塞性脑炎病例和 65 例对照病例。病例的中位年龄为 29 岁(四分位数间距为 18),中位发病时间为 3.00 年(四分位数间距为 3.52)。97.6%的患者有运动特征,91.0%的患者有颅神经发现,77.4%的患者有眼科特征,66.1%的患者有睡眠障碍,62.1%的患者有胃肠道或营养特征,60.8%的患者有语言障碍,53.9%的患者有精神特征。在接受腰椎穿刺的 167 例病例中,20 例(12.0%)有多血细胞增多。霍华德和利斯脑炎标准的敏感性为 28.5%,特异性为 96.9%。病例中有 195 人(31.8%,95% 置信区间为 28.1-35.6%)在发病前一年内有发热病史,这种情况比对照组更常见(几率比 2.70,95% 置信区间为 1.02-7.20,P = 0.05),但存在很大的报告偏差。没有证据表明职业性接触溶剂或重金属与白塞性脑炎有关。有 276 个病例(45.0%)可能符合可能的自身免疫性脑炎的标准,但只有 3 个病例(0.5%)可能符合可能的 NMDA 受体脑炎的标准。只有 11 个病例(1.8%)符合紧张性精神障碍的标准。昏睡性脑炎作为一种神经精神疾病,具有广泛的临床特征。与传染病或职业接触有关的证据不足。自身免疫性脑炎可能是一种解释,但典型病例与 NMDA 受体脑炎不一致。
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引用次数: 0
Sustained improvements in brain health and metabolic markers 24 months following bariatric surgery. 减肥手术后 24 个月,大脑健康和代谢指标持续改善。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-10-04 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae336
Marianne Legault, Mélissa Pelletier, Amélie Lachance, Marie-Ève Lachance, Yashar Zeighami, Marie-Frédérique Gauthier, Sylvain Iceta, Laurent Biertho, Stephanie Fulton, Denis Richard, Alain Dagher, André Tchernof, Mahsa Dadar, Andréanne Michaud

Obesity and its metabolic complications are associated with lower grey matter and white matter densities, whereas weight loss after bariatric surgery leads to an increase in both measures. These increases in grey and white matter density are significantly associated with post-operative weight loss and improvement of the metabolic/inflammatory profiles. While our recent studies demonstrated widespread increases in white matter density 4 and 12 months after bariatric surgery, it is not clear if these changes persist over time. The underlying mechanisms also remain unknown. In this regard, numerous studies demonstrate that the enlargement or hypertrophy of mature adipocytes, particularly in the visceral fat compartment, is an important marker of adipose tissue dysfunction and obesity-related cardiometabolic abnormalities. We aimed (i) to assess whether the increases in grey and white matter densities previously observed at 12 months are maintained 24 months after bariatric surgery; (ii) to examine the association between these structural brain changes and adiposity and metabolic markers 24 months after bariatric surgery; and (iii) to examine the association between abdominal adipocyte diameter at the time of surgery and post-surgery grey and white matter densities changes. Thirty-three participants undergoing bariatric surgery were recruited. Grey and white matter densities were assessed from T1-weighted magnetic resonance imaging scans acquired prior to and 4, 12 and 24 months post-surgery using voxel-based morphometry. Omental and subcutaneous adipose tissue samples were collected during the surgical procedure. Omental and subcutaneous adipocyte diameters were measured by microscopy of fixed adipose tissue samples. Linear mixed-effects models were performed controlling for age, sex, surgery type, initial body mass index, and initial diabetic status. The average weight loss at 24 months was 33.6 ± 7.6%. A widespread increase in white matter density was observed 24 months post-surgery mainly in the cerebellum, brainstem and corpus callosum (P < 0.05, false discovery rate) as well as some regions in grey matter density. Greater omental adipocyte diameter at the time of surgery was associated with greater changes in total white matter density at 24 months (P = 0.008). A positive trend was observed between subcutaneous adipocyte diameter at the time of surgery and changes in total white matter density at 24 months (P = 0.05). Our results show prolonged increases in grey and white matter densities up to 24 months post-bariatric surgery. Greater preoperative omental adipocyte diameter is associated with greater increases in white matter density at 24 months, suggesting that individuals with excess visceral adiposity might benefit the most from surgery.

肥胖症及其代谢并发症与灰质和白质密度较低有关,而减肥手术后体重减轻则会导致这两个指标的增加。灰质和白质密度的增加与术后体重减轻和代谢/炎症状况的改善密切相关。虽然我们最近的研究表明,减肥手术后 4 个月和 12 个月,白质密度普遍增加,但这些变化是否会随着时间的推移而持续还不清楚。其潜在机制也仍然未知。在这方面,许多研究表明,成熟脂肪细胞的增大或肥厚,尤其是在内脏脂肪区,是脂肪组织功能障碍和与肥胖相关的心脏代谢异常的重要标志。我们的目标是:(i) 评估之前在减肥手术后 12 个月观察到的灰质和白质密度的增加是否在手术后 24 个月得以维持;(ii) 研究减肥手术后 24 个月这些大脑结构变化与脂肪和代谢指标之间的关联;(iii) 研究手术时腹部脂肪细胞直径与手术后灰质和白质密度变化之间的关联。研究招募了 33 名接受减肥手术的患者。灰质和白质密度是通过手术前、手术后4、12和24个月采集的T1加权磁共振成像扫描结果,采用基于体素的形态测量法进行评估的。在手术过程中收集网膜和皮下脂肪组织样本。网膜和皮下脂肪细胞的直径是通过显微镜对固定的脂肪组织样本进行测量的。采用线性混合效应模型对年龄、性别、手术类型、初始体重指数和初始糖尿病状态进行了控制。24 个月时的平均体重减轻率为 33.6 ± 7.6%。术后 24 个月,观察到白质密度普遍增加,主要集中在小脑、脑干和胼胝体(P < 0.05,假发现率),部分区域的灰质密度也有所增加。手术时网膜脂肪细胞直径越大,24 个月时白质总密度的变化越大(P = 0.008)。手术时皮下脂肪细胞直径与 24 个月时白质总密度的变化呈正相关趋势(P = 0.05)。我们的研究结果表明,在减肥手术后的 24 个月内,灰质和白质密度都会长期增加。术前网膜脂肪细胞直径越大,24 个月后白质密度的增加就越大,这表明内脏脂肪过多的人可能从手术中获益最多。
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引用次数: 0
Clinical correlates of dopamine transporter availability in cross-sectional and longitudinal studies with [18F]FE-PE2I PET: independent validation with new insights. 利用[18F]FE-PE2I PET 进行的横断面和纵向研究中多巴胺转运体可用性的临床相关性:独立验证与新见解。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-10-02 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae345
Praveen Honhar, Faranak Ebrahimian Sadabad, Sule Tinaz, Jean-Dominique Gallezot, Mark Dias, Mika Naganawa, Yanghong Yang, Shannan Henry, Ansel T Hillmer, Hong Gao, Soheila Najafzadeh, Robert Comley, Nabeel Nabulsi, Yiyun Huang, Sjoerd J Finnema, Richard E Carson, David Matuskey

[18F]FE-PE2I PET is a promising alternative to single positron emission computed tomography-based dopamine transporter (DAT) imaging in Parkinson's disease. While the excellent discriminative power of [18F]FE-PE2I PET has been established, so far only one study has reported meaningful associations between motor severity scores and DAT availability. In this study, we use high-resolution (∼3 mm isotropic) PET to provide an independent validation for the clinical correlates of [18F]FE-PE2I imaging in separate cross-sectional (28 participants with Parkinson's disease, Hoehn-Yahr: 2 and 14 healthy individuals) and longitudinal (initial results from 6 participants with Parkinson's disease with 2-year follow-up) cohorts. In the cross-sectional cohort, DAT availability in the putamen and substantia nigra of patients with Parkinson's disease showed a significant negative association with total motor severity (r = -0.59, P = 0.002 for putamen; r = -0.46, P = 0.018 for substantia nigra), but not tremor severity. To our knowledge, this is the first observed association between motor severity in Parkinson's disease and DAT availability in the substantia nigra. The associations with motor severity in most nigrostriatal regions improved if tremor scores were excluded from motor scores. Further, we found significant asymmetry in DAT availability in the putamen (∼28% lower DAT availability within the more-affected side of the putamen), and DAT-based asymmetry index for the putamen was correlated with asymmetry in motor severity (r = -0.60, P = 0.001). In the longitudinal study, [18F]FE-PE2I PET detected significant annual percentage reduction of DAT availability at the individual level in the putamen (9.7 ± 2.6%), caudate (10.5 ± 3.8%) and ventral striatum (5.5 ± 2.7%), but not the substantia nigra. Longitudinal per cent reduction in DAT availability within the putamen was strongly associated with increase in motor severity (r = 0.91, P = 0.011) at follow-up, demonstrating the high sensitivity of [18F]FE-PE2I PET in tracking longitudinal changes. These results provide further evidence for the utility of [18F]FE-PE2I as an important in vivo PET biomarker in future clinical trials of Parkinson's disease.

[18F]FE-PE2I正电子发射计算机断层扫描是帕金森病中基于单一正电子发射计算机断层扫描的多巴胺转运体(DAT)成像的一种有前途的替代方法。虽然[18F]FE-PE2I PET 的卓越鉴别力已得到证实,但迄今为止只有一项研究报告了运动严重程度评分与 DAT 可用性之间有意义的关联。在本研究中,我们使用高分辨率(∼3 毫米各向同性)正电子发射计算机断层显像,在不同的横断面队列(28 名帕金森病患者,Hoehn-Yahr:2 和 14 名健康人)和纵向队列(6 名帕金森病患者的初步结果,随访 2 年)中对[18F]FE-PE2I 成像的临床相关性进行了独立验证。在横断面队列中,帕金森病患者的大脑丘脑和黑质中的DAT可用性与总运动严重程度呈显著负相关(大脑丘脑的相关系数为-0.59,P=0.002;黑质的相关系数为-0.46,P=0.018),但与震颤严重程度无关。据我们所知,这是首次观察到帕金森病的运动严重程度与黑质中DAT的可用性之间存在关联。如果将震颤评分从运动评分中剔除,则大多数黑质区域的运动严重程度的相关性会得到改善。此外,我们还发现,黑质中DAT的可用性存在明显的不对称性(黑质中受影响较重的一侧DAT可用性低28%),基于DAT的黑质不对称性指数与运动严重程度的不对称性存在相关性(r = -0.60,P = 0.001)。在纵向研究中,[18F]FE-PE2I PET检测到个体水平上的DAT可用性每年都有显著的百分比下降,如在普门(9.7 ± 2.6%)、尾状核(10.5 ± 3.8%)和腹侧纹状体(5.5 ± 2.7%),但在黑质却没有。在随访中,普塔门内DAT可用性的纵向百分比减少与运动严重性的增加密切相关(r = 0.91,P = 0.011),这表明[18F]FE-PE2I PET在追踪纵向变化方面具有很高的灵敏度。这些结果进一步证明了[18F]FE-PE2I作为一种重要的体内PET生物标记物在未来帕金森病临床试验中的实用性。
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引用次数: 0
Sudden death in epilepsy: the overlap between cardiac and neurological factors. 癫痫猝死:心脏和神经因素的重叠。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-10-01 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae309
Nathan A Shlobin, Roland D Thijs, David G Benditt, Katja Zeppenfeld, Josemir W Sander

People with epilepsy are at risk of premature death, of which sudden unexpected death in epilepsy (SUDEP), sudden cardiac death (SCD) and sudden arrhythmic death syndrome (SADS) are the primary, partly overlapping, clinical scenarios. We discuss the epidemiologies, risk factors and pathophysiological mechanisms for these sudden death events. We reviewed the existing evidence on sudden death in epilepsy. Classification of sudden death depends on the presence of autopsy and expertise of the clinician determining aetiology. The definitions of SUDEP, SCD and SADS lead to substantial openings for overlap. Seizure-induced arrhythmias constitute a minority of SUDEP cases. Comorbid cardiovascular conditions are the primary determinants of increased SCD risk in chronic epilepsy. Genetic mutations overlap between the states, yet whether these are causative, associated or incidentally present is often unclear. Risk stratification for sudden death in people with epilepsy requires a multidisciplinary approach, including a review of clinical history, toxicological analysis and complete autopsy with histologic and, preferably, genetic examination. We recommend pursuing genetic testing of relatives of people with epilepsy who died suddenly, mainly if a post-mortem genetic test contained a Class IV/V (pathogenic/likely pathogenic) gene variant. Further research may allow more precise differentiation of SUDEP, SCD and SADS and the development of algorithms for risk stratification and preventative strategies.

癫痫患者有过早死亡的风险,其中癫痫猝死(SUDEP)、心脏性猝死(SCD)和心律失常性猝死综合征(SADS)是主要的、部分重叠的临床情况。我们讨论了这些猝死事件的流行病学、风险因素和病理生理机制。我们回顾了有关癫痫猝死的现有证据。猝死的分类取决于尸检情况和临床医生确定病因的专业知识。SUDEP、SCD 和 SADS 的定义有很大的重叠空间。癫痫诱发的心律失常在 SUDEP 病例中占少数。合并心血管疾病是慢性癫痫患者 SCD 风险增加的主要决定因素。两种状态之间存在基因突变重叠,但这些基因突变是致病的、相关的还是偶然出现的往往并不清楚。癫痫患者猝死的风险分层需要采用多学科方法,包括回顾临床病史、毒理学分析以及进行组织学检查和最好是基因检查的完整尸检。我们建议对猝死癫痫患者的亲属进行基因检测,主要是在死后基因检测包含 IV/V 类(致病/可能致病)基因变异的情况下。进一步的研究可以更精确地区分 SUDEP、SCD 和 SADS,并制定风险分层算法和预防策略。
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引用次数: 0
The oculomotor microcosm. 眼球运动的微观世界
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-10-01 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae337
Chrystalina A Antoniades

This scientific commentary refers to 'Noradrenergic modulation of saccades in Parkinson's disease', by  Orlando et al. (https://doi.org/10.1093/braincomms/fcae297).

这篇科学评论提到了 Orlando 等人撰写的 "帕金森病患者视物移动的去甲肾上腺素能调节 "一文 (https://doi.org/10.1093/braincomms/fcae297)。
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引用次数: 0
Structural and functional brain markers of cognitive impairment in healthcare workers following mild SARS-CoV-2 infection during the original stream. 医护人员轻度感染 SARS-CoV-2 后认知功能障碍的脑结构和功能标记。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-30 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae340
Javier J González-Rosa, María P Gómez-Molinero, Elena Lozano-Soto, Silvia P Fernández-Rosa, Marina Campos-Silvo, María Paula García-Rodríguez, Fátima Cano-Cano, Florencia Sanmartino, Raúl Rashid-López, Paloma Macías-García, Jaime D Gómez-Ramírez, Raúl Espinosa-Rosso, José Paz-Espósito, Rocío Gómez-Molinero, Lucía Forero, Álvaro J Cruz-Gómez
<p><p>Severe acute respiratory syndrome coronavirus 2 infection often involves the nervous system, leading to cognitive dysfunctions, fatigue and many other neurological signs that are becoming increasingly recognized. Despite mild forms of the disease accounting for most cases worldwide, research on the pathophysiology driving mild coronavirus disease 2019 (COVID-19) has received little attention. In this respect, recent evidence has pointed out that around 30-40% of non-critical, mild-to-moderate severity COVID-19 survivors may display cognitive disturbances several months post-illness. Hence, the impact of COVID-19 on the brain structure and function, through potential neuropathological mechanisms underpinning cognitive alterations in post-mild COVID-19 infections, remains largely unexplored. This retrospective multicentre observational cohort study, entirely based on a healthcare worker sample (<i>n</i> = 65; 55% females, aged 21-61), investigated the cognitive status and the structural and functional brain integrity among non-hospitalized individuals who developed mild COVID-19 symptoms during the occurrence of severe acute respiratory syndrome coronavirus 2 variants Alpha to Delta, compared with healthy controls tested before the pandemic onset. All evaluations were performed at an average of 9-month follow-up post-infection period. Participants completed a comprehensive neuropsychological assessment and structural and functional MRI exams. Radiological inspection sought to detect the presence of white matter hyperintensities on axial fluid-attenuated inversion recovery images. Global and regional grey matter integrity assessment, analysing changes in grey matter volumes and cortical thinning, and functional connectivity alterations of resting-state brain networks were also conducted. Regression analyses tested the relationships between the presence of specific cognitive impairments and potential structural and functional brain findings. Our results revealed that clinical, cognitive screening and neuropsychological examinations were average between both groups, except for specific impairments related to executive functions in the mild COVID-19. Compared to healthy controls, mild COVID-19 subjects exhibited increased juxtacortical white matter hyperintensities, thalamic and occipital volume loss and diminished resting-state functional connectivity involving the left precuneus and cuneus in default-mode network and affecting the right angular gyrus and left precuneus in the dorsal attentional network. Reduced thalamic volume was the only variable selected in the final model explaining the observed executive function impairment in mild COVID-19. The presence of cognitive, structural and functional brain abnormalities over time suggests that the action of widespread neurovascular and inflammatory phenomena on the nervous system might also occur in mild forms following COVID-19 infection rather than permanent brain damage linked to the direct or
严重急性呼吸系统综合征冠状病毒2感染通常会累及神经系统,导致认知功能障碍、疲劳和许多其他神经系统症状,这些症状正日益为人们所认识。尽管轻型冠状病毒病在全球占大多数病例,但对轻型冠状病毒病 2019(COVID-19)的病理生理学研究却很少受到关注。在这方面,最近的证据指出,约有30-40%的非危重、轻度至中度COVID-19幸存者在病后数月可能会出现认知障碍。因此,COVID-19 对大脑结构和功能的影响,以及轻度 COVID-19 感染后认知改变的潜在神经病理学机制,在很大程度上仍未得到探讨。这项回顾性多中心观察性队列研究完全基于医护人员样本(n = 65;55% 为女性,年龄在 21-61 岁之间),调查了在严重急性呼吸系统综合征冠状病毒 2 变体 Alpha 至 Delta 出现期间出现轻度 COVID-19 症状的非住院患者与大流行开始前接受测试的健康对照者的认知状况以及大脑结构和功能的完整性。所有评估均在感染后平均 9 个月的随访期间进行。参与者完成了全面的神经心理学评估以及结构和功能磁共振成像检查。放射学检查旨在检测轴向流体增强反转恢复图像上是否存在白质高密度。此外,还进行了全球和区域灰质完整性评估,分析灰质体积和皮质变薄的变化,以及静息状态大脑网络功能连接的改变。回归分析检验了特定认知障碍的存在与潜在的大脑结构和功能发现之间的关系。我们的研究结果表明,除了轻度 COVID-19 患者存在与执行功能相关的特定障碍外,两组患者的临床、认知筛查和神经心理学检查结果均处于平均水平。与健康对照组相比,轻度COVID-19受试者表现出并皮层白质高密度增加、丘脑和枕叶体积减小、静息状态功能连接性减弱,涉及默认模式网络中的左侧楔前叶和楔叶,并影响到背侧注意网络中的右侧角回和左侧楔前叶。丘脑体积缩小是解释轻度 COVID-19 中观察到的执行功能障碍的最终模型中唯一选定的变量。随着时间的推移,大脑认知、结构和功能异常的存在表明,在感染 COVID-19 病毒后,神经系统也可能出现广泛的神经血管和炎症现象,而不是与病毒的直接或间接作用有关的永久性脑损伤。我们的研究结果强调,有必要关注轻度 COVID-19 原始感染对大脑造成的长期影响。
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引用次数: 0
Deep learning disconnectomes to accelerate and improve long-term predictions for post-stroke symptoms. 深度学习断开连接,加快并改善对中风后症状的长期预测。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-30 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae338
Anna Matsulevits, Pierrick Coupé, Huy-Dung Nguyen, Lia Talozzi, Chris Foulon, Parashkev Nachev, Maurizio Corbetta, Thomas Tourdias, Michel Thiebaut de Schotten

This study investigates the efficacy of deep-learning models in expediting the generation of disconnectomes for individualized prediction of neuropsychological outcomes one year after stroke. Utilising a 3D U-Net network, we trained a model on a dataset of N = 1333 synthetic lesions and corresponding disconnectomes, subsequently applying it to N = 1333 real stroke lesions. The model-generated disconnection patterns were then projected into a two-dimensional 'morphospace' via uniform manifold approximation and projection for dimension reduction dimensionality reduction. We correlated the positioning within this morphospace with one-year neuropsychological scores across 86 metrics in a novel cohort of 119 stroke patients, employing multiple regression models and validating the findings in an out-of-sample group of 20 patients. Our results demonstrate that the 3D U-Net model captures the critical information of conventional disconnectomes with a notable increase in efficiency, generating deep-disconnectomes 720 times faster than current state-of-the-art software. The predictive accuracy of neuropsychological outcomes by deep-disconnectomes averaged 85.2% (R 2 = 0.208), which significantly surpassed the conventional disconnectome approach (P = 0.009). These findings mark a substantial advancement in the production of disconnectome maps via deep learning, suggesting that this method could greatly enhance the prognostic assessment and clinical management of stroke survivors by incorporating disconnection patterns as a predictive tool.

本研究探讨了深度学习模型在加速生成中风一年后神经心理结果个体化预测的断开组方面的功效。利用三维 U-Net 网络,我们在一个包含 N = 1333 个合成病灶和相应断开组的数据集上训练了一个模型,随后将其应用于 N = 1333 个真实中风病灶。然后,通过均匀流形近似和投影降维,将模型生成的断开模式投影到二维 "形态空间 "中。我们将该形态空间内的定位与 119 名中风患者组成的新队列中 86 项指标的一年期神经心理评分相关联,采用了多元回归模型,并在 20 名患者的样本外群体中验证了研究结果。我们的研究结果表明,三维 U-Net 模型捕捉到了传统断开组的关键信息,而且效率明显提高,生成深度断开组的速度比目前最先进的软件快 720 倍。深度断开组对神经心理学结果的预测准确率平均为 85.2%(R 2 = 0.208),明显高于传统断开组方法(P = 0.009)。这些研究结果标志着通过深度学习生成断开组图谱取得了重大进展,表明这种方法通过将断开模式作为一种预测工具,可以大大提高中风幸存者的预后评估和临床管理水平。
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引用次数: 0
Understanding visual perception in visual snow syndrome: a battery of psychophysical tests plus the 30-day clinical diary. 了解视觉雪综合征的视觉感知:一系列心理物理测试和 30 天临床日记。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-30 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae341
Simona Garobbio, Reza Mazloum, Michael Rosio, Jeanette Popovova, Raphaela Schöpfer, Fabienne C Fierz, Leah R Disse, Konrad Peter Weber, Christoph J Schankin, Lars Michels, Michael H Herzog

Patients with visual snow syndrome (VSS) experience uncountable flickering tiny dots in the entire visual field. Symptoms often persist over the years. Very little is known about altered perception in VSS. VSS is diagnosed based on subjective reports because there is no manual with objective measures. In this study, 20 patients with VSS and 17 healthy controls performed a battery of tests assessing visual acuity, contrast sensitivity, illusion perception, spatial-temporal vision, motion perception, visual attention, and selective attention. Surprisingly, except for one test, which is the honeycomb illusion, patients performed at the same level as controls. Patients reporting black and white visual snow performed better in the Stroop test compared to patients reporting other visual snow colours. In addition to a clinical visit, the 30-day clinical diary was administered to patients to broadly measure their symptom severity. We found that better performance in the tests, in particular in the contrast and coherent motion tests, was correlated with lower VSS symptoms, weaker VS characteristics (e.g. density and size) and lower VS severity. Our results suggest that, even if visual abilities are not deteriorated by VSS, they can determine how severe symptoms are, and show that VSS is an heterogenous disorder where symptoms and visual abilities vary between patients, for instance depending on the VS colour. The study was primarily designed to identify tests where performance differs between controls and patients. In addition, exploratory analyses were conducted to initiate an understanding of the overall pattern of relationships between patients' visual abilities and symptoms, which is of clinical relevance. Future studies with more power are necessary to validate our findings.

视觉雪花症(VSS)患者的整个视野中会出现数不清的闪烁小点。症状往往持续数年。人们对视雪综合征患者感知能力的改变知之甚少。VSS 的诊断基于主观报告,因为没有客观测量的手册。在这项研究中,20 名 VSS 患者和 17 名健康对照者进行了一系列测试,评估视敏度、对比敏感度、错觉感知、时空视觉、运动感知、视觉注意力和选择性注意力。令人惊讶的是,除了蜂巢错觉一项测试外,患者的表现与对照组相同。与报告其他视觉雪色的患者相比,报告黑白视觉雪色的患者在斯特罗普测试中表现更好。除了临床访问外,我们还对患者进行了为期 30 天的临床日记,以广泛衡量他们的症状严重程度。我们发现,在测试中表现较好,尤其是在对比度和连贯运动测试中表现较好,与较低的 VSS 症状、较弱的 VS 特征(如密度和大小)和较低的 VS 严重程度相关。我们的研究结果表明,即使视觉能力没有因 VSS 而退化,它们也能决定症状的严重程度,并表明 VSS 是一种异质性疾病,不同患者的症状和视觉能力各不相同,例如取决于 VS 的颜色。这项研究的主要目的是确定对照组和患者在哪些测试中表现不同。此外,研究还进行了探索性分析,以初步了解患者视觉能力与症状之间的整体关系模式,这对临床具有重要意义。为了验证我们的研究结果,今后有必要进行更多的研究。
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引用次数: 0
From seizure to stability: unveiling the brain's network changes with anti-seizure medication. 从癫痫发作到病情稳定:揭示服用抗癫痫药物后大脑网络的变化。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-09-27 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae335
Mark J Cook

This scientific commentary refers to 'Brain network changes after the first seizure: an insight into medication response?', by Pedersen et al. (https://doi.org/10.1093/braincomms/fcae328).

本科学评论引用了 Pedersen 等人撰写的 "首次癫痫发作后的大脑网络变化:药物反应的启示?"一文 (https://doi.org/10.1093/braincomms/fcae328)。
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引用次数: 0
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Brain communications
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