connectome

连接体
  • 文章类型: Case Reports
    Abulia是一个常见的问题,表现在各种大脑疾病之后,包括脑部手术.Abulia被认为与大脑的多巴胺依赖性电路功能障碍有关。默认模式网络(DMN)在其发病机制中的作用至关重要。在这个案例报告中,我们详细介绍了一名老年妇女在手术切除累及DMN的右额胶质母细胞瘤后出现的abulia.术前和术后使用Connectomic成像,展示了DMN和中央执行网络不可或缺的区域的中断。在给予左旋多巴和卡比多巴后,我们观察到显著的认知改善。术前评估解剖和功能网络可以帮助确保手术安全性并预测术后缺陷。这种评估不仅增强了准备并促进了早期病例诊断,而且还加快了及时和潜在的靶向治疗的启动。该病例强调了左旋多巴和卡比多巴在解决DMN功能障碍方面的潜在功效,并广泛表明了连接组学指导的术后治疗的潜力。
    Abulia is a common problem that manifests following various brain conditions, including brain surgeries. Abulia is felt to be related to dysfunction with the brain\'s dopamine-dependent circuitry. The role of default mode network (DMN) in its pathogenesis is crucial. In this case report, we detail the presentation of abulia in an elderly woman following surgical resection of a right frontal glioblastoma involving the DMN. Connectomic imaging was used pre-operatively and post-operatively, demonstrating disruption of regions integral to the DMN and the central executive network. We observed a significant cognitive improvement following the administration of levodopa and carbidopa. Preoperative assessment of both anatomical and functional networks can help ensure surgical safety and predict postoperative deficits. This evaluation not only enhances preparedness and facilitates early case diagnosis but also expedites the initiation of prompt and potentially targeted treatments. This case highlights the potential efficacy of levodopa and carbidopa in addressing DMN dysfunction and broadly suggests the potential for connectomics-guided post-operative therapies.
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  • 文章类型: Journal Article
    COVID-19可诱发神经系统后遗症,对生活质量产生负面影响。解开这种疾病对结构性大脑连通性的影响,白质微观结构(WMM),和认知表现可能有助于阐明其含义。这项横断面研究旨在调查以前住院的COVID-19患者(COV)和健康对照之间这些因素的差异。使用Welch-两样本t检验和两样本Mann-WhitneyU检验探讨了结构性脑连通性的组差异。构建多变量线性模型(每个区域一个)以检查基于fixel的组差异。使用Wilcoxon秩和检验调查了组间认知表现的差异。使用两组路径模型探索了特定于束的FD测量对认知表现的可能影响。没有发现全脑结构组织的差异。束特异性指标显示,与健康对照相比,COV中call体运动段的纤维密度降低(p=0.012,Hedges\'g=0.884)和纤维密度横截面降低(p=0.007,Hedges\'g=0.945)。COV在运动习惯和数字符号替代测试中的认知表现比健康对照组差(分别为p<0.001,r=0.688;p=0.013,r=422)。认知表现与特定于束的FD测量之间的关联在组间存在显着差异。观察到COV和健康对照组之间的WMM和认知表现差异。
    COVID-19 can induce neurological sequelae, negatively affecting the quality of life. Unravelling this illness\'s impact on structural brain connectivity, white-matter microstructure (WMM), and cognitive performance may help elucidate its implications. This cross-sectional study aimed to investigate differences in these factors between former hospitalised COVID-19 patients (COV) and healthy controls. Group differences in structural brain connectivity were explored using Welch-two sample t-tests and two-sample Mann-Whitney U tests. Multivariate linear models were constructed (one per region) to examine fixel-based group differences. Differences in cognitive performance between groups were investigated using Wilcoxon Rank Sum tests. Possible effects of bundle-specific FD measures on cognitive performance were explored using a two-group path model. No differences in whole-brain structural organisation were found. Bundle-specific metrics showed reduced fiber density (p = 0.012, Hedges\' g = 0.884) and fiber density cross-section (p = 0.007, Hedges\' g = 0.945) in the motor segment of the corpus callosum in COV compared to healthy controls. Cognitive performance on the motor praxis and digit symbol substitution tests was worse in COV than healthy controls (p < 0.001, r = 0.688; p = 0.013, r = 422, respectively). Associations between the cognitive performance and bundle-specific FD measures differed significantly between groups. WMM and cognitive performance differences were observed between COV and healthy controls.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    背景:由于神经外科医生对非传统的脑网络缺乏熟悉,因此胰岛-Sylvian神经胶质瘤患者的认知功能继续出现严重的发病率。我们试图确定神经胶质瘤侵袭的频率和与这些网络部分的接近度。
    方法:我们回顾性分析了45例以岛叶为中心的神经胶质瘤手术患者的资料。根据非传统认知网络和传统雄辩结构的接近性和侵入性对肿瘤进行分类。扩散张量成像纤维束成像是通过使用Quicktome创建个性化的大脑图谱来完成的,以确定每位患者的雄辩和非雄辩网络。此外,我们前瞻性收集了7例患者的神经心理学数据,以比较肿瘤网络受累与认知改变.最后,2名前瞻性患者的手术计划受到Quicktome确定的网络映射的影响。
    结果:45例患者中有44例表现出肿瘤受累(<1厘米接近或侵入),涉及认知的非传统脑网络的组成部分,例如显着性网络(SN,60%)和中央执行网络(CEN,56%)。在七个准病人中,都有与SN有关的肿瘤,CEN(5/7,71%),和语言网络(5/7,71%)。术前MMSE和MOCA的平均得分分别为18.71±6.94和17.29±6.26。接受Quicktome术前计划的两个病例的术后表现是预期的。
    结论:在手术切除胰岛-Sylvian神经胶质瘤时,会遇到与认知相关的非传统脑网络。Quicktome可以提高对这些网络存在的理解,并允许根据患者功能目标做出更明智的手术决策。
    BACKGROUND: Patients with insulo-Sylvian gliomas continue to present with severe morbidity in cognitive functions primarily due to neurosurgeons\' lack of familiarity with non-traditional brain networks. We sought to identify the frequency of invasion and proximity of gliomas to portions of these networks.
    METHODS: We retrospectively analyzed data from 45 patients undergoing glioma surgery centered in the insular lobe. Tumors were categorized based on their proximity and invasiveness of non-traditional cognitive networks and traditionally eloquent structures. Diffusion tensor imaging tractography was completed by creating a personalized brain atlas using Quicktome to determine eloquent and non-eloquent networks in each patient. Additionally, we prospectively collected neuropsychological data on 7 patients to compare tumor-network involvement with change in cognition. Lastly, 2 prospective patients had their surgical plan influenced by network mapping determined by Quicktome.
    RESULTS: Forty-four of 45 patients demonstrated tumor involvement (< 1 cm proximity or invasion) with components of non-traditional brain networks involved in cognition such as the salience network (SN, 60%) and the central executive network (CEN, 56%). Of the seven prospective patients, all had tumors involved with the SN, CEN (5/7, 71%), and language network (5/7, 71%). The mean scores of MMSE and MOCA before surgery were 18.71 ± 6.94 and 17.29 ± 6.26, respectively. The two cases who received preoperative planning with Quicktome had a postoperative performance that was anticipated.
    CONCLUSIONS: Non-traditional brain networks involved in cognition are encountered during surgical resection of insulo-Sylvian gliomas. Quicktome can improve the understanding of the presence of these networks and allow for more informed surgical decisions based on patient functional goals.
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  • 文章类型: Case Reports
    连接组学可以研究大脑中的结构-功能关系,和机器学习技术使连接体图能够为单个脑肿瘤患者开发。我们报告了使用连接组学计划和指导对语言区域的肿瘤进行清醒开颅手术的经验。术前连接瘤成像显示肿瘤与语言区的分块接近。进行了术中清醒语言映射,揭示了与功能区域相关的肿瘤边界区域的言语停滞和异语错误,这解释了这些发现。这个有指导意义的案例强调了将连接组学应用于神经外科计划的潜在好处。
    Connectomics enables the study of structural-functional relationships in the brain, and machine learning technologies have enabled connectome maps to be developed for individual brain tumor patients. We report our experience using connectomics to plan and guide an awake craniotomy for a tumor impinging on the language area. Preoperative connectomics imaging demonstrated proximity of the tumor to parcellations of the language area. Intraoperative awake language mapping was performed, revealing speech arrest and paraphasic errors at areas of the tumor boundary correlating to functional regions that explained these findings. This instructive case highlights the potential benefits of implementing connectomics into neurosurgical planning.
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  • 文章类型: Journal Article
    背景:Connectome作图可能揭示神经和精神疾病患者的新治疗靶点。然而,具有结构和功能连接体的基于长期延迟召回的网络在很大程度上仍然未知.我们的目标是(1)确定具有结构和功能连接体的基于长期延迟回忆的皮质-海马网络,以及(2)研究其与各种认知功能的关系,年龄,和日常生活活动。
    方法:本病例对照研究纳入了131名受试者(73名遗忘型轻度认知障碍[aMCI]患者和58名年龄和教育水平匹配的健康对照[HCs])。所有受试者都完成了神经心理学测试,日常生活活动评估,和多模态磁共振成像。通过概率纤维跟踪和功能连接(FC)分析确定了与长期延迟回忆相关的皮质-海马网络的节点。然后,通过广义线性模型评估了网络对认知功能的主要和交互影响。最后,通过多元回归和Hayes\'bootstrap方法分析了网络对长期延迟回忆与临床特征之间关系的调节作用.在连通性和网络水平上分析了皮层-海马网络的所有影响。
    结果:广义线性模型的结果表明,双侧海马,左背外侧额上回,右侧辅助电机区域,左舌回,左侧枕上回,左顶叶上回,左前叶,右颞极(上颞回)是与长期延迟回忆有关的左右皮质-海马网络节点(P<0.05)。在听觉语言学习测试第5部分(AVLT5)得分与左皮质-海马网络的整体特性之间发现了显着的相互作用效应[层次结构,聚类系数,特征路径长度,全球效率,本地效率,西格玛和同步(P<0.05Bonferroni校正)]。在左皮质-海马网络的一般认知功能/执行功能/语言和整体特性之间发现了显着的相互作用效应[Sigma和同步(P<0.05Bonferroni校正)]。
    结论:这项研究引入了一种新的基于症状的网络,并描述了认知功能之间的关系,大脑功能,和年龄。受结构和功能连接体约束的皮层-海马网络与长期延迟回忆密切相关。
    Connectome mapping may reveal new treatment targets for patients with neurological and psychiatric diseases. However, the long-term delayed recall based-network with structural and functional connectome is still largely unknown. Our objectives were to (1) identify the long-term delayed recall-based cortex-hippocampus network with structural and functional connectome and (2) investigate its relationships with various cognitive functions, age, and activities of daily living.
    This case-control study enrolled 131 subjects (73 amnestic mild cognitive impairment [aMCI] patients and 58 age- and education-matched healthy controls [HCs]). All subjects completed a neuropsychological battery, activities of daily living assessment, and multimodal magnetic resonance imaging. Nodes of the cortical-hippocampal network related to long-term delayed recall were identified by probabilistic fiber tracking and functional connectivity (FC) analysis. Then, the main and interaction effects of the network on cognitive functions were assessed by a generalized linear model. Finally, the moderating effects of the network on the relationships between long-term delayed recall and clinical features were analyzed by multiple regression and Hayes\' bootstrap method. All the effects of cortex-hippocampus network were analyzed at the connectivity and network levels.
    The result of a generalized linear model showed that the bilateral hippocampus, left dorsolateral superior frontal gyrus, right supplementary motor area, left lingual gyrus, left superior occipital gyrus, left superior parietal gyrus, left precuneus, and right temporal pole (superior temporal gyrus) are the left and right cortex-hippocampus network nodes related to long-term delayed recall (P < 0.05). Significant interaction effects were found between the Auditory Verbal Learning Test Part 5 (AVLT 5) scores and global properties of the left cortex-hippocampus network [hierarchy, clustering coefficient, characteristic path length, global efficiency, local efficiency, Sigma and synchronization (P < 0.05 Bonferroni corrected)]. Significant interaction effects were found between the general cognitive function/executive function/language and global properties of the left cortex-hippocampus network [Sigma and synchronization (P < 0.05 Bonferroni corrected)].
    This study introduces a novel symptom-based network and describes relationships among cognitive functions, brain function, and age. The cortex-hippocampus network constrained by the structural and functional connectome is closely related to long-term delayed recall.
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  • 文章类型: Journal Article
    从真实的生物神经元网络中记录复杂的动态模式的原因是什么?提出了网络的噪声和动态重新配置(功能/动态连接体)作为可能的答案。在这个案例研究中,我们报告了一个复杂的动力学模式,在一个简单的确定性网络中观察到25个兴奋性神经元具有固定的连接体。经过短暂的初始刺激,网络参与了一个复杂的动态,会持续很长时间.最终,没有外部干预,动态是一个周期短的周期。肯定地检查长瞬态是混沌的。我们得出的结论是,观察到的复杂动力学是在神经元放电和尖峰传播过程中执行的神经计算的输出。
    What is the reason for complex dynamical patterns registered from real biological neuronal networks? Noise and dynamical reconfiguring of a network (functional/dynamic connectome) were proposed as possible answers. In this case study, we report a complex dynamical pattern observed in a simple deterministic network of 25 excitatory neurons with fixed connectome. After a short initial stimulation, the network is engaged into a complex dynamics, which lasts for a long time. Eventually, with no external intervention, the dynamics comes to a periodic one with a short period. The long transient is positively checked for being chaotic. We conclude that the complex dynamics observed is the output of neural computation performed in the process of neuronal firings and spikes propagation.
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  • 文章类型: Journal Article
    患有阿尔茨海默病(AD)和相关痴呆症的父母在老年时具有发展这些类型的神经认知障碍的风险,但是这种风险的潜在机制还没有得到充分的研究。尽管海马区通常是AD过程中最早发生改变的大脑区域之一,我们不知道这种变化可能在寿命的早期发生,也不知道它们是否在寿命的早期作为AD家族史的函数而有所不同。使用稀有样本,父母患有迟发性痴呆的年轻人,我们调查了与匹配样本相比是否已经可以检测到脑部异常.此外,我们采用了简单而新颖的技术来表征海马的静息脑活动(平均值和标准偏差)和脑体积。与没有患有痴呆症的父母的年轻人相比,患有痴呆症的父母的年轻人显示出更大的静息平均活动和更小的左侧海马体体积。患有AD或相关痴呆的父母与脑功能和结构的早期畸变有关。这种早期的海马功能障碍可能是由于异常的神经放电,这可能会增加老年痴呆症诊断的风险。
    Having a parent with Alzheimer\'s disease (AD) and related dementias confers a risk for developing these types of neurocognitive disorders in old age, but the mechanisms underlying this risk are understudied. Although the hippocampus is often one of the earliest brain regions to undergo change in the AD process, we do not know how early in the lifespan such changes might occur or whether they differ early in the lifespan as a function of family history of AD. Using a rare sample, young adults with a parent with late-onset dementia, we investigated whether brain abnormalities could already be detected compared with a matched sample. Moreover, we employed simple yet novel techniques to characterize resting brain activity (mean and standard deviation) and brain volume in the hippocampus. Young adults with a parent with dementia showed greater resting mean activity and smaller volumes in the left hippocampus compared to young adults without a parent with dementia. Having a parent with AD or a related dementia was associated with early aberrations in brain function and structure. This early hippocampal dysfunction may be due to aberrant neural firing, which may increase the risk for a diagnosis of dementia in old age.
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    文章类型: Journal Article
    背景:只有一小部分精神分裂症患者出现紧张性症状。影像学研究表明,大脑运动回路与紧张症的潜在病理有关。然而,有关紧张型精神分裂症中这些回路的扩散性失调的数据很少。
    目的:评估精神分裂症伴紧张症患者的脑运动回路受累情况。
    方法:使用扩散张量成像(DTI)测量与运动电路链接的选定大脑区域中的白质信号。将7例紧张型精神分裂症患者的相关DTI数据与7例非紧张型精神分裂症患者的DTI数据进行了比较,匹配性别,年龄,和教育水平。
    结果:在call体的脾中发现了显着升高的分数各向异性值,小脑的右花梗,与没有卡通症的精神分裂症患者相比,右内囊。这一发现表明,在选定的运动相关的大脑区域中,扩散率发生了改变。
    结论:紧张型精神分裂症与特定运动脑区和相应回路的连接失调有关。需要进行未来的DTI研究,以解决精神分裂症相关紧张症在急性和缓解状态下的运动异常的神经相关性,以确定该疾病的特定病理生理学。
    BACKGROUND: Only a small proportion of schizophrenia patients present with catatonic symptoms. Imaging studies suggest that brain motor circuits are involved in the underlying pathology of catatonia. However, data about diffusivity dysregulation of these circuits in catatonic schizophrenia are scarce.
    OBJECTIVE: To assess the involvement of brain motor circuits in schizophrenia patients with catatonia.
    METHODS: Diffusion tensor imaging (DTI) was used to measure white matter signals in selected brain regions linked to motor circuits. Relevant DTI data of seven catatonic schizophrenia patients were compared to those of seven non-catatonic schizophrenia patients, matched for sex, age, and education level.
    RESULTS: Significantly elevated fractional anisotropy values were found in the splenium of the corpus callosum, the right peduncle of the cerebellum, and the right internal capsule of the schizophrenia patients with catatonia compared to those without catatonia. This finding showed altered diffusivity in selected motor-related brain areas.
    CONCLUSIONS: Catatonic schizophrenia is associated with dysregulation of the connectivity in specific motoric brain regions and corresponding circuits. Future DTI studies are needed to address the neural correlates of motor abnormalities in schizophrenia-related catatonia during the acute and remitted state of the illness to identify the specific pathophysiology of this disorder.
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  • 文章类型: Case Reports
    背景:对意识障碍(DOC)患者的预后预测至关重要,但具有挑战性。证据表明,脑损伤后持续1年或更长时间的DOC患者康复的可能性较小。然而,DOC患者结局差异很大的原因尚不清楚.通过多种分析方法和定量行为评估,我们的目的是追踪一名严重脑损伤患者的病情进展,以增进我们对DOC潜在机制的理解。
    方法:我们对一名52岁的男性DOC患者进行了一项纵向研究,该患者在该状态下保持了1.5年的综合康复治疗。患者接受了3次昏迷恢复量表修订(CRS-R)和超高场7T磁共振成像(MRI)评估。分析了拓扑特性和脑微观结构以跟踪疾病进展。我们在三个时间点观察到纤维密度的动态增加(t1:1.5M,t2:7.5Mt3:17.5M)。具体来说,上纵束和弓状束神经纤维束的纤维密度在视觉上大部分改善,口头,和听觉分量表,这与CRS-R评分一致。此外,图论分析表明,尽管疾病持续时间超过1年,但网络拓扑特性有所改善.
    结论:病程超过1年的DOC患者仍有可能改善,包括WM连接组分析和图论等评估方法对于更精确地评估DOC疗程较长的患者可能具有潜在价值。
    BACKGROUND: Outcome prediction for patients with disorders of consciousness (DOC) is essential yet challenging. Evidence showed that patients with DOC lasting 1 year or longer after a brain injury were less likely to recover. However, the reasons why outcomes of DOC patients differ greatly remain unclear. With a variety of analytical methods and through quantitative behavioral assessments, we aimed to track the progression of a patient with severe brain injury, in order to advance our understanding of the underlying mechanisms of DOC.
    METHODS: We performed a longitudinal study for a 52-year-old male DOC patient who has remained in the state for 1.5 years with comprehensive rehabilitative therapies. The patient underwent 3 times of assessments of Coma Recovery Scale-Revised (CRS-R) and ultra-high-field 7 T magnetic resonance imaging (MRI). Both topologic properties and brain microstructure were analyzed to track disease progression. We observed dynamic increases of fiber densities with measurements at three time points (t1:1.5 M, t2:7.5 M t3:17.5 M). Specifically, fiber densities of the superior longitudinal fasciculus and arcuate fasciculus nerve fiber bundles improved mostly in the visual, verbal, and auditory subscales, which was consistent with the CRS-R scores. Moreover, the graph-theory analyses demonstrated that network topologic properties showed an improvement although the disease duration exceeded 1 year.
    CONCLUSIONS: DOC patients with a course longer than 1 year remain possible to improve, and including evaluation methods such as WM connectome analysis and graph theory could be potentially valuable for a more precise assessment of patients with a longer course of DOC.
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