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Impact of fixation duration on messenger RNA detectability in human formalin-fixed paraffin-embedded brain tissue. 固定时间对人福尔马林固定石蜡包埋脑组织中信使RNA检测的影响。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-28 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae430
Charlene-Annett Hurler, Sabine Liebscher, Thomas Arzberger, Sarah Jäkel

Technologies to study mRNA in post-mortem human brain samples have greatly advanced our understanding of brain pathologies. With ongoing improvements, particularly in formalin-fixed paraffin-embedded tissue, these technologies will continue to enhance our knowledge in the future. Despite various considerations for tissue and mRNA quality, such as pre-mortem health status and RNA integrity, the impact of the tissue fixation time has not been addressed in a systemic fashion yet. In this study, we employed RNAscope to assess mRNA detectability in human post-mortem brain tissue in relation to fixation time. Our results reveal a dynamic change in mRNA detection across varying fixation durations, accompanied by an increase in signal derived from the negative probe and autofluorescence background. These findings highlight the critical relevance of standardized fixation protocols for the collection of human brain tissue in order to probe mRNA abundancy to ensure reliable and comparable results.

研究死后人脑样本mRNA的技术极大地促进了我们对脑部病理的理解。随着不断的改进,特别是在福尔马林固定石蜡包埋组织方面,这些技术将在未来继续增强我们的知识。尽管对组织和mRNA质量有多种考虑,如死前健康状况和RNA完整性,但组织固定时间的影响尚未以系统的方式得到解决。在这项研究中,我们使用RNAscope来评估人死后脑组织中mRNA的可检测性与固定时间的关系。我们的研究结果揭示了mRNA检测在不同固定时间内的动态变化,伴随着来自阴性探针和自身荧光背景的信号的增加。这些发现强调了标准化固定方案与人脑组织收集的关键相关性,以便探测mRNA丰度,以确保可靠和可比的结果。
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引用次数: 0
Single-cell analysis reveals expanded CD8+  GZMK high T cells in CSF and shared peripheral clones in sporadic amyotrophic lateral sclerosis. 单细胞分析显示,散发性肌萎缩性侧索硬化症患者脑脊液中CD8+ GZMK高水平T细胞和共享外周克隆扩增。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-27 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae428
Hyo Jae Kim, Jae-Jun Ban, Junho Kang, Hye-Ryeong Im, Sun Hi Ko, Jung-Joon Sung, Sung-Hye Park, Jong-Eun Park, Seok-Jin Choi

Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease that affects motor neurons in the brain and spinal cord. Despite the crucial role of aberrant immune responses in ALS pathogenesis, studies investigating immunological profiles in the cerebrospinal fluid (CSF) of patients with ALS have reported inconsistent findings. Herein, we explored the intrathecal adaptive immune response and features of circulating T cells between CSF and blood of patients with ALS using single-cell RNA and T-cell receptor (TCR) sequencing. This study comprised a total of 11 patients with apparently sporadic ALS and three controls with non-inflammatory diseases. We collected CSF from all participants, and for three patients with ALS, we additionally obtained paired samples of peripheral blood mononuclear cells (PBMCs). Utilizing droplet-based single-cell RNA and TCR sequencing, we analysed immunological profiles, gene expression characteristics and clonality. Furthermore, we examined T-cell characteristics in both PBMC and CSF samples, evaluating the shared T-cell clones across these compartments. In the CSF, patients with ALS exhibited a lower proportion of CD4+ T cells (45.2 versus 61.2%, P = 0.005) and a higher proportion of CD8+  GZMK hi effector memory T cells (TEMs) than controls (21.7 versus 16.8%, P = 0.060). Higher clonality was observed in CD8+ TEMs in patients with ALS compared with controls. In addition, CSF macrophages of patients with ALS exhibited a significant increase in chemokines recruiting CD8+ TEMs. Immunohistochemical analysis showed slightly higher proportions of T cells in the perivascular and parenchymal spaces in patients with ALS than in controls, and CD8+ TEMs co-localized with neurons or astrocytes in the motor cortices of patients with ALS. Clonally expanded CD8+  GZMK hi TEMs primarily comprised shared T-cell clones between CSF and PBMCs. Moreover, the shared CD8+ TEMs of PBMCs exhibited gene expression profiles similar to CSF T cells. Patients with ALS showed an increase in proportion and clonality of CD8+  GZMK hi TEMs and activated features of macrophages in CSF. The shared T-cell clone between CSF and blood was mainly composed of expanded CD8+  GZMK hi TEMs. In conclusion, single-cell immune profiling provided novel insights into the pathogenesis of ALS, characterized by activated macrophages and clonally expanded CD8+ T cells potentially communicating with the central nervous system and peripheral circulation.

肌萎缩侧索硬化症(ALS)是一种致命的神经退行性疾病,影响大脑和脊髓的运动神经元。尽管异常免疫反应在ALS发病机制中起着至关重要的作用,但研究ALS患者脑脊液(CSF)免疫谱的研究报告了不一致的结果。本研究利用单细胞RNA和T细胞受体(TCR)测序技术,探讨ALS患者鞘内适应性免疫反应和CSF与血液之间循环T细胞的特征。这项研究共包括11例散发性ALS患者和3例非炎症性疾病的对照。我们收集了所有参与者的脑脊液,对于三名ALS患者,我们额外获得了外周血单个核细胞(PBMCs)的成对样本。利用基于液滴的单细胞RNA和TCR测序,我们分析了免疫谱、基因表达特征和克隆性。此外,我们检查了PBMC和CSF样本中的t细胞特征,评估了这些区室中共享的t细胞克隆。在脑脊液中,ALS患者CD4+ T细胞的比例较低(45.2比61.2%,P = 0.005),而CD8+ GZMK效应记忆T细胞(TEMs)的比例高于对照组(21.7比16.8%,P = 0.060)。与对照组相比,ALS患者的CD8+ tem具有更高的克隆性。此外,ALS患者的CSF巨噬细胞中招募CD8+ tem的趋化因子显著增加。免疫组织化学分析显示,ALS患者血管周围和实质空间的T细胞比例略高于对照组,CD8+ tem与ALS患者运动皮质的神经元或星形胶质细胞共定位。克隆扩增的CD8+ GZMK hi TEMs主要由CSF和pbmc之间共享的t细胞克隆组成。此外,PBMCs共享的CD8+ tem表现出与CSF T细胞相似的基因表达谱。ALS患者CSF中CD8+ GZMK hi TEMs的比例和克隆性增加,巨噬细胞活化特征增加。脑脊液和血液之间的共享t细胞克隆主要由扩增的CD8+ GZMK hi tem组成。总之,单细胞免疫分析为ALS的发病机制提供了新的见解,其特征是活化的巨噬细胞和克隆扩增的CD8+ T细胞可能与中枢神经系统和外周循环进行通信。
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引用次数: 0
EEG hyperexcitability and hyperconnectivity linked to GABAergic inhibitory interneuron loss following traumatic brain injury. 脑电图过度兴奋和超连接性与脑外伤后 GABA 能抑制性中间神经元缺失有关。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-27 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae385
Hazel G May, Konstantinos Tsikonofilos, Cornelius K Donat, Magdalena Sastre, Andriy S Kozlov, David J Sharp, Michael Bruyns-Haylett

Traumatic brain injury represents a significant global health burden and has the highest prevalence among neurological disorders. Even mild traumatic brain injury can induce subtle, long-lasting changes that increase the risk of future neurodegeneration. Importantly, this can be challenging to detect through conventional neurological assessment. This underscores the need for more sensitive diagnostic tools, such as electroencephalography, to uncover opportunities for therapeutic intervention. Progress in the field has been hindered by a lack of studies linking mechanistic insights at the microscopic level from animal models to the macroscale phenotypes observed in clinical imaging. Our study addresses this gap by investigating a rat model of mild blast traumatic brain injury using both immunohistochemical staining of inhibitory interneurons and translationally relevant electroencephalography recordings. Although we observed no pronounced effects immediately post-injury, chronic time points revealed broadband hyperexcitability and increased connectivity, accompanied by decreased density of inhibitory interneurons. This pattern suggests a disruption in the balance between excitation and inhibition, providing a crucial link between cellular mechanisms and clinical hallmarks of injury. Our findings have significant implications for the diagnosis, monitoring, and treatment of traumatic brain injury. The emergence of electroencephalography abnormalities at chronic time points, despite the absence of immediate effects, highlights the importance of long-term monitoring in traumatic brain injury patients. The observed decrease in inhibitory interneuron density offers a potential cellular mechanism underlying the electroencephalography changes and may represent a target for therapeutic intervention. This study demonstrates the value of combining cellular-level analysis with macroscale neurophysiological recordings in animal models to elucidate the pathophysiology of traumatic brain injury. Future research should focus on translating these findings to human studies and exploring potential therapeutic strategies targeting the excitation-inhibition imbalance in traumatic brain injury.

脑外伤给全球健康造成了巨大负担,是神经系统疾病中发病率最高的一种。即使是轻微的脑外伤也会引起微妙而持久的变化,从而增加未来神经变性的风险。重要的是,这很难通过传统的神经系统评估发现。这就强调了需要更灵敏的诊断工具,如脑电图,以发现治疗干预的机会。由于缺乏将动物模型微观层面的机理见解与临床成像中观察到的宏观表型联系起来的研究,该领域的研究进展一直受到阻碍。我们的研究利用抑制性中间神经元的免疫组化染色和翻译相关的脑电图记录研究了轻度爆炸性脑外伤大鼠模型,从而弥补了这一空白。虽然我们没有观察到损伤后立即出现的明显影响,但长期的时间点显示出宽带过度兴奋和连接性增加,同时抑制性中间神经元的密度下降。这种模式表明兴奋和抑制之间的平衡被打破,为细胞机制和损伤的临床特征之间提供了重要的联系。我们的发现对创伤性脑损伤的诊断、监测和治疗具有重要意义。尽管没有直接影响,但在长期时间点出现的脑电图异常突显了对脑外伤患者进行长期监测的重要性。所观察到的抑制性中间神经元密度下降为脑电图变化提供了潜在的细胞机制,并可能成为治疗干预的目标。这项研究证明了在动物模型中结合细胞水平分析和宏观神经电生理记录来阐明脑外伤病理生理学的价值。未来的研究应侧重于将这些发现转化为人体研究,并探索针对创伤性脑损伤中兴奋-抑制失衡的潜在治疗策略。
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引用次数: 0
Temporal dysregulation of the somatomotor network in agitated depression. 激动性抑郁症中躯体运动网络的时间失调。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-26 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae425
Qunjun Liang, Ziyun Xu, Shengli Chen, Shiwei Lin, Xiaoshan Lin, Ying Li, Yingli Zhang, Bo Peng, Gangqiang Hou, Yingwei Qiu

Agitated depression (A-MDD) is a severe subtype of major depressive disorder, with an increased risk of suicidality and the potential to evolve into bipolar disorder. Despite its clinical significance, the neural basis remains unclear. We hypothesize that psychomotor agitation, marked by pressured speech and racing thoughts, is linked to disruptions in brain dynamics. To test this hypothesis, we examined brain dynamics using time delay estimation and edge-centre time series, as well as dynamic connections between the somatomotor network (SMN) and the default mode network in 44 patients with A-MDD, 75 with non-agitated MDD (NA-MDD), and 94 healthy controls. Our results revealed that the neural co-activity duration was shorter in the A-MDD group compared with both the NA-MDD and controls (A-MDD versus NA-MDD: t = 2.295; A-MDD versus controls: t = 2.192, all P < 0.05). In addition, the dynamic of neural fluctuation in SMN altered in the A-MDD group than in the NA-MDD group (t = -2.616, P = 0.011) and was correlated with agitation severity (β = -0.228, P = 0.011). The inter-network connection was reduced in the A-MDD group compared with the control group (t = 2.102, P = 0.037), especially at low-amplitude time points (t = 2.139, P = 0.034). These findings indicate rapid neural fluctuations and disrupted dynamic coupling between the SMN and default mode network in A-MDD, potentially underlying the psychomotor agitation characteristic of this subtype. These insights contribute to a more nuanced understanding of the heterogeneity of depression and have implications for differential diagnosis and treatment strategies.

躁动性抑郁症(a - mdd)是重度抑郁症的一种严重亚型,自杀风险增加,并有可能演变为双相情感障碍。尽管其临床意义,神经基础仍不清楚。我们假设精神运动性躁动,以紧张的言语和快速的思维为特征,与大脑动力学的中断有关。为了验证这一假设,我们使用时间延迟估计和边缘中心时间序列检查了44名A-MDD患者、75名非激动型MDD患者(NA-MDD)和94名健康对照者的大脑动力学,以及体运动网络(SMN)和默认模式网络之间的动态连接。我们的研究结果显示,与NA-MDD和对照组相比,A-MDD组的神经协同活动持续时间更短(A-MDD与NA-MDD: t = 2.295;A-MDD与对照组比较:t = 2.192,均P < 0.05)。此外,A-MDD组的SMN神经波动动态比NA-MDD组改变(t = -2.616, P = 0.011),并与躁动严重程度相关(β = -0.228, P = 0.011)。与对照组相比,A-MDD组的网络间连接减少(t = 2.102, P = 0.037),特别是在低振幅时间点(t = 2.139, P = 0.034)。这些发现表明,在A-MDD中,快速的神经波动和SMN与默认模式网络之间的动态耦合中断,可能是该亚型精神运动性躁动特征的基础。这些见解有助于更细致入微地了解抑郁症的异质性,并对鉴别诊断和治疗策略具有指导意义。
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引用次数: 0
Functional network disruption in cognitively unimpaired autosomal dominant Alzheimer's disease: a magnetoencephalography study. 认知未受损常染色体显性阿尔茨海默病的功能网络破坏:脑磁图研究。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-25 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae423
Anne M van Nifterick, Willem de Haan, Cornelis J Stam, Arjan Hillebrand, Philip Scheltens, Ronald E van Kesteren, Alida A Gouw

Understanding the nature and onset of neurophysiological changes, and the selective vulnerability of central hub regions in the functional network, may aid in managing the growing impact of Alzheimer's disease on society. However, the precise neurophysiological alterations occurring in the pre-clinical stage of human Alzheimer's disease remain controversial. This study aims to provide increased insights on quantitative neurophysiological alterations during a true early stage of Alzheimer's disease. Using high spatial resolution source-reconstructed magnetoencephalography, we investigated regional and whole-brain neurophysiological changes in a unique cohort of 11 cognitively unimpaired individuals with pathogenic mutations in the presenilin-1 or amyloid precursor protein gene and a 1:3 matched control group (n = 33) with a median age of 49 years. We examined several quantitative magnetoencephalography measures that have been shown robust in detecting differences in sporadic Alzheimer's disease patients and are sensitive to excitation-inhibition imbalance. This includes spectral power and functional connectivity in different frequency bands. We also investigated hub vulnerability using the hub disruption index. To understand how magnetoencephalography measures change as the disease progresses through its pre-clinical stage, correlations between magnetoencephalography outcomes and various clinical variables like age were analysed. A comparison of spectral power between mutation carriers and controls revealed oscillatory slowing, characterized by widespread higher theta (4-8 Hz) power, a lower posterior peak frequency and lower occipital alpha 2 (10-13 Hz) power. Functional connectivity analyses presented a lower whole-brain (amplitude-based) functional connectivity in the alpha (8-13 Hz) and beta (13-30 Hz) bands, predominantly located in parieto-temporal hub regions. Furthermore, we found a significant hub disruption index for (phase-based) functional connectivity in the theta band, attributed to both higher functional connectivity in 'non-hub' regions alongside a hub disruption. Neurophysiological changes did not correlate with indicators of pre-clinical disease progression in mutation carriers after multiple comparisons correction. Our findings provide evidence that oscillatory slowing and functional connectivity differences occur before cognitive impairment in individuals with autosomal dominant mutations leading to early onset Alzheimer's disease. The nature and direction of these alterations are comparable to those observed in the clinical stages of Alzheimer's disease, suggest an early excitation-inhibition imbalance, and fit with the activity-dependent functional degeneration hypothesis. These insights may prove useful for early diagnosis and intervention in the future.

了解神经生理变化的本质和开始,以及功能网络中中枢区域的选择性脆弱性,可能有助于控制阿尔茨海默病对社会日益增长的影响。然而,确切的神经生理改变发生在人类阿尔茨海默病的临床前阶段仍然存在争议。本研究旨在为阿尔茨海默病真正早期阶段的定量神经生理改变提供更多的见解。使用高空间分辨率源重建脑磁图,我们研究了11名早老素-1或淀粉样前体蛋白基因致病性突变的认知未受损个体和一个1:3匹配的对照组(n = 33)的区域和全脑神经生理变化。我们研究了几种定量脑磁图测量,这些测量在检测散发性阿尔茨海默病患者的差异方面显示出强大的能力,并且对兴奋-抑制不平衡很敏感。这包括不同频段的频谱功率和功能连接。我们还使用枢纽中断指数调查了枢纽脆弱性。为了了解脑磁图测量的变化是如何随着疾病在临床前阶段的进展而变化的,分析了脑磁图结果与年龄等各种临床变量之间的相关性。突变携带者和对照组之间的频谱功率比较显示振荡减慢,其特征是普遍较高的θ (4-8 Hz)功率,较低的后峰频率和较低的枕部α 2 (10-13 Hz)功率。功能连通性分析显示,α (8-13 Hz)和β (13-30 Hz)波段的全脑(基于振幅的)功能连通性较低,主要位于顶叶-颞叶中枢区域。此外,我们发现theta波段的(基于相位的)功能连通性具有显著的枢纽中断指数,这归因于“非枢纽”区域较高的功能连通性和枢纽中断。经过多次比较校正后,突变携带者的神经生理变化与临床前疾病进展指标无关。我们的研究结果提供了证据,在常染色体显性突变导致早发性阿尔茨海默病的个体认知损伤之前,振荡性减慢和功能连接差异就会发生。这些改变的性质和方向与阿尔茨海默病临床阶段观察到的相似,提示早期兴奋-抑制失衡,符合活动依赖性功能退化假说。这些见解可能对未来的早期诊断和干预有用。
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引用次数: 0
Patterns and predictors of multiple sclerosis phenotype transition. 多发性硬化症表型转变的模式和预测因素。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-23 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae422
Luigi Pontieri, Nupur Greene, Malthe Faurschou Wandall-Holm, Svend Sparre Geertsen, Nasrin Asgari, Henrik Boye Jensen, Zsolt Illes, Jakob Schäfer, Rikke Marie Jensen, Tobias Sejbæk, Arkadiusz Weglewski, Mie Reith Mahler, Mai Bang Poulsen, Sivagini Prakash, Morten Stilund, Matthias Kant, Peter Vestergaard Rasmussen, Kristina Bacher Svendsen, Finn Sellebjerg, Melinda Magyari
<p><p>Currently, there are limited therapeutic options for patients with non-active secondary progressive multiple sclerosis. Therefore, real-world studies have investigated differences between patients with relapsing-remitting multiple sclerosis, non-active secondary progressive multiple sclerosis and active secondary progressive multiple sclerosis. Here, we explore patterns and predictors of transitioning between these phenotypes. We performed a cohort study using data from The Danish Multiple Sclerosis Registry. We included patients with a relapsing-remitting phenotype, registered changes to secondary progressive multiple sclerosis and subsequent transitions between relapsing and non-relapsing secondary progressive multiple sclerosis, which was defined by the presence of relapses in the previous 2 years. We analysed predictors of transitioning from relapsing-remitting multiple sclerosis to relapsing and non-relapsing secondary progressive multiple sclerosis, as well as between the secondary progressive states using a multi-state Markov model. We included 4413 patients with relapsing-remitting multiple sclerosis. Within a median follow-up of 16.2 years, 962 were diagnosed with secondary progressive multiple sclerosis by their treating physician. Of these, we classified 729 as non-relapsing and 233 as relapsing secondary progressive multiple sclerosis. The risk of transitioning from relapsing-remitting to non-relapsing secondary progressive multiple sclerosis included older age (hazard ratio per increase of 1 year in age: 1.044, 95% confidence interval: 1.035-1.053), male sex (hazard ratio for female: 0.735, 95% confidence interval: 0.619-0.874), fewer relapses (hazard ratio per each additional relapse: 0.863, 95% confidence interval: 0.823-0.906), higher expanded disability status scale (hazard ratio per each additional point: 1.522, 95% confidence interval: 1.458-1.590) and longer time on disease-modifying therapies (hazard ratio per increase of 1 year in treatment, high-efficacy disease-modifying therapy: 1.095, 95% confidence interval: 1.051-1.141; hazard ratio, moderate-efficacy disease-modifying therapy: 1.073, 95% confidence interval: 1.051-1.095). We did not find significant predictors associated with the transition from relapsing secondary progressive multiple sclerosis to non-relapsing secondary progressive multiple sclerosis, whereas older age (hazard ratio per increase of 1 year in age: 0.956, 95% confidence interval: 0.942-0.971) prevented the transition from non-relapsing secondary progressive multiple sclerosis to relapsing secondary progressive multiple sclerosis. Our study suggests that transitioning from relapsing-remitting multiple sclerosis to non-relapsing secondary progressive multiple sclerosis depends on well-known factors affecting diagnosing secondary progressive multiple sclerosis. Further transitions between non-relapsing and relapsing secondary progressive multiple sclerosis are only affected by age. These findings a
目前,对于非活动性继发性进行性多发性硬化症患者的治疗选择有限。因此,现实世界的研究调查了复发缓解型多发性硬化、非活动性继发进行性多发性硬化和活动性继发进行性多发性硬化患者之间的差异。在这里,我们探索这些表型之间过渡的模式和预测因素。我们使用丹麦多发性硬化症登记处的数据进行了一项队列研究。我们纳入了复发-缓解表型的患者,记录了继发性进行性多发性硬化症的变化,以及随后在复发和非复发的继发性进行性多发性硬化症之间的转变,这是通过前2年内复发的存在来定义的。我们使用多状态马尔可夫模型分析了从复发缓解型多发性硬化症到复发和非复发继发进行性多发性硬化症过渡的预测因素,以及继发进行性状态之间的预测因素。我们纳入了4413例复发缓解型多发性硬化症患者。在16.2年的中位随访中,962人被其主治医生诊断为继发性进行性多发性硬化症。其中,729例为非复发,233例为复发的继发性进行性多发性硬化症。从复发缓解型向非复发的继发性进行性多发性硬化症过渡的风险包括年龄较大(每增加1年的风险比:1.044,95%可信区间:1.035-1.053)、男性(女性的风险比:0.735,95%可信区间:0.619-0.874)、复发较少(每增加1次复发的风险比:0.863,95%可信区间:0.823-0.906)、扩大残疾状态量表较高(每增加1点的风险比:0.863)。1.522, 95%可信区间:1.458-1.590),改善疾病治疗时间更长(治疗每增加1年,高效改善疾病治疗的风险比:1.095,95%可信区间:1.051-1.141;中等疗效的疾病改善治疗的风险比:1.073,95%可信区间:1.051-1.095)。我们没有发现与复发的继发性进行性多发性硬化症向非复发的继发性进行性多发性硬化症转变相关的显著预测因素,而年龄越大(每增加1岁的风险比:0.956,95%可信区间:0.942-0.971)阻止了从非复发的继发性进行性多发性硬化症向复发的继发性进行性多发性硬化症的转变。我们的研究表明,从复发缓解型多发性硬化症到非复发继发性进行性多发性硬化症的转变取决于影响继发性进行性多发性硬化症诊断的众所周知的因素。继发性进展性多发性硬化症在非复发和复发之间的进一步转变仅受年龄的影响。这些发现增加了对非活动性继发性进行性多发性硬化症的认识,这是一个治疗需求未得到满足的患者群体。
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引用次数: 0
Divergent neurodegenerative patterns: Comparison of [18F] fluorodeoxyglucose-PET- and MRI-based Alzheimer's disease subtypes. 不同的神经退行性模式:[18F]氟脱氧葡萄糖- pet和基于mri的阿尔茨海默病亚型的比较
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-23 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae426
Sophia H Wheatley, Rosaleena Mohanty, Konstantinos Poulakis, Fedor Levin, J Sebastian Muehlboeck, Agneta Nordberg, Michel J Grothe, Daniel Ferreira, Eric Westman

[18F] fluorodeoxyglucose (FDG)-PET and MRI are key imaging markers for neurodegeneration in Alzheimer's disease. It has been well established that parieto-temporal hypometabolism on FDG-PET is closely associated with medial temporal atrophy on MRI in Alzheimer's disease. Substantial biological heterogeneity, expressed as distinct subtypes of hypometabolism or atrophy patterns, has been previously described in Alzheimer's disease using data-driven and hypothesis-driven methods. However, the link between these two imaging modalities has not yet been explored in the context of Alzheimer's disease subtypes. To investigate this link, the current study utilized FDG-PET and MRI scans from 180 amyloid-beta positive Alzheimer's disease dementia patients, 339 amyloid-beta positive mild cognitive impairment and 176 amyloid-beta negative cognitively normal controls from the Alzheimer's Disease Neuroimaging Initiative. Random forest hierarchical clustering, a data-driven model for identifying subtypes, was implemented in the two modalities: one with standard uptake value ratios and the other with grey matter volumes. Five hypometabolism- and atrophy-based subtypes were identified, exhibiting both cortical-predominant and limbic-predominant patterns although with differing percentages and clinical presentations. Three cortical-predominant hypometabolism subtypes found were Cortical Predominant (32%), Cortical Predominant+ (11%) and Cortical Predominant posterior (8%), and two limbic-predominant hypometabolism subtypes found were Limbic Predominant (36%) and Limbic Predominant frontal (13%). In addition, little atrophy (minimal) and widespread (diffuse) neurodegeneration subtypes were observed from the MRI data. The five atrophy subtypes found were Cortical Predominant (19%), Limbic Predominant (27%), Diffuse (29%), Diffuse+ (6%) and Minimal (19%). Inter-modality comparisons showed that all FDG-PET subtypes displayed medial temporal atrophy, whereas the distinct MRI subtypes showed topographically similar hypometabolic patterns. Further, allocations of FDG-PET and MRI subtypes were not consistent when compared at an individual level. Additional analysis comparing the data-driven clustering model with prior hypothesis-driven methods showed only partial agreement between these subtyping methods. FDG-PET subtypes had greater differences between limbic-predominant and cortical-predominant patterns, and MRI subtypes had greater differences in severity of atrophy. In conclusion, this study highlighted that Alzheimer's disease subtypes identified using both FDG-PET and MRI capture distinct pathways showing cortical versus limbic predominance of neurodegeneration. However, the subtypes do not share a bidirectional relationship between modalities and are thus not interchangeable.

[18F]氟脱氧葡萄糖(FDG)-PET和MRI是阿尔茨海默病神经退行性变的关键影像学指标。FDG-PET显示的顶叶颞叶代谢低下与MRI显示的阿尔茨海默病内侧颞叶萎缩密切相关。大量的生物学异质性,表现为不同的低代谢或萎缩模式亚型,先前已在阿尔茨海默病中使用数据驱动和假设驱动的方法进行了描述。然而,在阿尔茨海默病亚型的背景下,这两种成像方式之间的联系尚未被探索。为了研究这种联系,目前的研究使用了fpg - pet和MRI扫描,这些扫描来自180名β淀粉样蛋白阳性的阿尔茨海默病痴呆患者,339名β淀粉样蛋白阳性的轻度认知障碍患者和176名β淀粉样蛋白阴性的认知正常对照。随机森林分层聚类是一种用于识别亚型的数据驱动模型,以两种方式实施:一种是标准摄取值比率,另一种是灰质体积。鉴定出五种以代谢低下和萎缩为基础的亚型,表现出皮层为主和边缘为主的模式,尽管百分比和临床表现不同。发现3种以皮质为主的低代谢亚型为皮质为主(32%)、皮质+为主(11%)和皮质后为主(8%),2种以边缘为主的低代谢亚型为边缘为主(36%)和边缘额为主(13%)。此外,从MRI数据中观察到少量萎缩(最小)和广泛(弥漫性)神经变性亚型。发现的5种萎缩亚型为皮质型(19%)、边缘型(27%)、弥漫性(29%)、弥漫性+型(6%)和轻度(19%)。模态间比较显示,所有FDG-PET亚型均显示内侧颞叶萎缩,而不同的MRI亚型显示地形相似的低代谢模式。此外,FDG-PET和MRI亚型的分配在个体水平上并不一致。对数据驱动聚类模型与先验假设驱动方法的比较分析表明,这些亚型方法之间只有部分一致。FDG-PET亚型在边缘主导和皮层主导模式之间存在较大差异,MRI亚型在萎缩的严重程度上存在较大差异。总之,本研究强调,使用FDG-PET和MRI识别的阿尔茨海默病亚型捕获不同的通路,显示皮层与边缘神经变性优势。然而,这些亚型在模式之间没有双向关系,因此不能互换。
{"title":"Divergent neurodegenerative patterns: Comparison of [<sup>18</sup>F] fluorodeoxyglucose-PET- and MRI-based Alzheimer's disease subtypes.","authors":"Sophia H Wheatley, Rosaleena Mohanty, Konstantinos Poulakis, Fedor Levin, J Sebastian Muehlboeck, Agneta Nordberg, Michel J Grothe, Daniel Ferreira, Eric Westman","doi":"10.1093/braincomms/fcae426","DOIUrl":"10.1093/braincomms/fcae426","url":null,"abstract":"<p><p>[<sup>18</sup>F] fluorodeoxyglucose (FDG)-PET and MRI are key imaging markers for neurodegeneration in Alzheimer's disease. It has been well established that parieto-temporal hypometabolism on FDG-PET is closely associated with medial temporal atrophy on MRI in Alzheimer's disease. Substantial biological heterogeneity, expressed as distinct subtypes of hypometabolism or atrophy patterns, has been previously described in Alzheimer's disease using data-driven and hypothesis-driven methods. However, the link between these two imaging modalities has not yet been explored in the context of Alzheimer's disease subtypes. To investigate this link, the current study utilized FDG-PET and MRI scans from 180 amyloid-beta positive Alzheimer's disease dementia patients, 339 amyloid-beta positive mild cognitive impairment and 176 amyloid-beta negative cognitively normal controls from the Alzheimer's Disease Neuroimaging Initiative. Random forest hierarchical clustering, a data-driven model for identifying subtypes, was implemented in the two modalities: one with standard uptake value ratios and the other with grey matter volumes. Five hypometabolism- and atrophy-based subtypes were identified, exhibiting both cortical-predominant and limbic-predominant patterns although with differing percentages and clinical presentations. Three cortical-predominant hypometabolism subtypes found were Cortical Predominant (32%), Cortical Predominant+ (11%) and Cortical Predominant posterior (8%), and two limbic-predominant hypometabolism subtypes found were Limbic Predominant (36%) and Limbic Predominant frontal (13%). In addition, little atrophy (minimal) and widespread (diffuse) neurodegeneration subtypes were observed from the MRI data. The five atrophy subtypes found were Cortical Predominant (19%), Limbic Predominant (27%), Diffuse (29%), Diffuse+ (6%) and Minimal (19%). Inter-modality comparisons showed that all FDG-PET subtypes displayed medial temporal atrophy, whereas the distinct MRI subtypes showed topographically similar hypometabolic patterns. Further, allocations of FDG-PET and MRI subtypes were not consistent when compared at an individual level. Additional analysis comparing the data-driven clustering model with prior hypothesis-driven methods showed only partial agreement between these subtyping methods. FDG-PET subtypes had greater differences between limbic-predominant and cortical-predominant patterns, and MRI subtypes had greater differences in severity of atrophy. In conclusion, this study highlighted that Alzheimer's disease subtypes identified using both FDG-PET and MRI capture distinct pathways showing cortical versus limbic predominance of neurodegeneration. However, the subtypes do not share a bidirectional relationship between modalities and are thus not interchangeable.</p>","PeriodicalId":93915,"journal":{"name":"Brain communications","volume":"6 6","pages":"fcae426"},"PeriodicalIF":4.1,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11656166/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142866600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cerebral amyloid angiopathy impacts neurofibrillary tangle burden and cognition. 脑淀粉样血管病变影响神经纤维缠结负荷和认知。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-22 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae369
Dana Godrich, Jeremy Pasteris, Eden R Martin, Tatjana Rundek, Gerard Schellenberg, Tatiana Foroud, Jeffery M Vance, Margaret A Pericak-Vance, Michael L Cuccaro, William K Scott, Walter Kukull, Thomas J Montine, Gary W Beecham

Cerebral amyloid angiopathy commonly co-occurs with amyloid β plaques and neurofibrillary degeneration and is proposed to contribute to cognitive impairment. However, the interplay among these pathologic changes of Alzheimer disease is not well understood. Here we replicate and extend findings of a recent study that suggested the association of cerebral amyloid angiopathy and cognitive impairment is mediated by neurofibrillary degeneration. We employed similar approaches but in a larger, clinical-based (as opposed to community-based) set of 4915 autopsied National Alzheimer's Coordinating Center participants (60% with dementia). Neuropathologic lesions were measured ordinally; longitudinal change in cognition was used to measure cognitive impairment. Statistical analyses included ordinal logistic regression, mediation analyses and extension of models to include presence of APOE e4. We show a statistical interaction between cerebral amyloid angiopathy and neuritic plaques that impacts the burden of neurofibrillary tangles. Mediation analyses show that cerebral amyloid angiopathy is associated with cognitive impairment, but only by modifying the impact of neurofibrillary tangles on cognition. We expanded the mediation analysis to include APOE e4 and show similar results. Findings indicate that cerebral amyloid angiopathy plays an important role in the burden and impact of neurofibrillary degeneration contributing to cognitive impairment.

脑淀粉样血管病变通常与淀粉样β斑块和神经纤维变性同时发生,并被认为是认知障碍的原因之一。然而,人们对阿尔茨海默病这些病理变化之间的相互作用还不甚了解。最近的一项研究表明,脑淀粉样血管病与认知障碍之间的联系是由神经纤维变性介导的。我们采用了类似的方法,但研究对象更大,基于临床(而不是基于社区),包括 4915 名尸检的国家阿尔茨海默氏症协调中心参与者(60% 患有痴呆症)。对神经病理学病变进行了顺序测量;对认知能力的纵向变化进行了测量。统计分析包括顺序逻辑回归、中介分析和模型扩展,以包括 APOE e4 的存在。我们发现脑淀粉样变性血管病与神经纤丝缠结之间存在统计学上的相互作用。中介分析表明,脑淀粉样血管病与认知障碍有关,但只能通过改变神经纤维缠结对认知的影响来实现。我们扩大了中介分析的范围,将 APOE e4 也包括在内,并得出了类似的结果。研究结果表明,脑淀粉样蛋白血管病变在神经纤维变性导致认知障碍的负担和影响方面发挥着重要作用。
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引用次数: 0
Neuropathic pain relief and altered brain networks after dorsal root entry zone microcoagulation in patients with spinal cord injury. 脊髓损伤患者背根入口区微凝固术后的神经性疼痛缓解和大脑网络改变。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-21 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae411
Scott Falci, Leslie Morse, Jeffrey Berliner, Mario Murakami, Abigail Welch, David Barnkow, Nguyen Nguyen, Ricardo Battaglino, Clas Linnman

Spinal cord injury (SCI) below-level neuropathic pain is a difficult condition to treat both pharmacologically and surgically. Successful treatment using surgically created lesions of the spinal cord dorsal root entry zone (DREZ), guided by intramedullary monitoring of neuronal electrical hyperactivity, has shown that DREZs both cephalad and caudal to the level of injury can be the primary generators of SCI below-level pain. Below-level pain perception follows a unique somatotopic map of DREZ pain generators, and neuronal transmission to brain pain centres can occur primarily through sympathetic nervous system (SNS) pathways. This study evaluated changes in brain resting-state and task-based functional magnetic resonance imaging responses before and after neuroelectrically guided DREZ microcoagulation surgery. Eight persons with clinically complete SCI who suffered chronic, severe and unrelenting below-level neuropathic pain refractory to all pharmacological management were investigated before and after the surgical intervention. Baseline differences between DREZ subjects, group-matched low pain SCI and healthy controls were observed in medial primary somatosensory and motor cortex connectivity to the hippocampus, amygdala and medial prefrontal cortex. The DREZ surgery led to short-term (12 days) almost complete pain relief in all participants and long-term (1+ year) pain relief in all participants receiving DREZ lesioning both cephalad and caudal to the level of injury (six out of eight participants). Follow-up 12 days post-operatively indicated that DREZ surgery normalized prior negative functional coupling between primary sensory (S1) and motor (M1) cortices to the hippocampus, amygdala and the medial prefrontal cortex, increased M1 to putamen and amygdala connectivity and decreased limbic to cerebellar connectivity. DREZ hyperactivity was found both cephalad and caudal to the level of injury. The regional distribution of hyperactive regions corresponded not to classical dermatomes but rather mapped on to intermediolateral (IML) cell column end organ innervation of body regions of below-level pain perception, consistent with a non-classical SNS-mediated somatotopic map of DREZ below-level pain generators. The results indicate that neuroelectrically guided DREZ microcoagulation alters a medial prefrontal-somatosensory-limbic network that is separate from classical pain pathways. This provides further evidence that below-level SCI pain originates in hyperactive DREZs and can be relayed to the brain via the SNS.

脊髓损伤(SCI)程度以下的神经病理性疼痛是一种难以通过药物和手术治疗的疾病。在髓内神经元电亢进监测的指导下,通过手术对脊髓背根入口区(DREZ)进行病变治疗的成功案例表明,损伤水平头端和尾端的DREZ可能是SCI水平以下疼痛的主要发生器。水平以下疼痛感知遵循 DREZ 疼痛发生器的独特躯体位图,神经元向大脑疼痛中心的传递主要通过交感神经系统(SNS)通路进行。本研究评估了神经电导DREZ微凝手术前后大脑静息态和任务型功能磁共振成像反应的变化。八名临床上患有完全性 SCI、对所有药物治疗均难治的慢性、严重且难以缓解的水平以下神经病理性疼痛患者在手术干预前后接受了调查。在内侧初级躯体感觉和运动皮层与海马、杏仁核和内侧前额叶皮层的连通性方面,观察到了棣雷兹受试者、与之匹配的低痛 SCI 组和健康对照组之间的基线差异。DREZ手术使所有参与者的疼痛在短期内(12天)几乎完全缓解,所有接受DREZ损伤的参与者(8人中有6人)的疼痛在损伤水平的头侧和尾侧均得到长期(1年以上)缓解。术后12天的随访表明,DREZ手术使初级感觉皮层(S1)和运动皮层(M1)与海马、杏仁核和内侧前额叶皮层之间先前的负功能耦合恢复正常,增加了M1与丘脑和杏仁核的连接,减少了边缘与小脑的连接。在损伤水平的头侧和尾侧都发现了 DREZ 过度活跃。亢进区域的区域分布与经典的皮节并不一致,而是映射到中间偏外侧(IML)细胞柱末端器官支配的水平以下疼痛感知的身体区域,这与DREZ水平以下疼痛发生器的非经典SNS介导的体位图一致。结果表明,神经电导的DREZ微凝固改变了内侧前额叶-味觉-边缘网络,该网络与经典疼痛通路是分开的。这进一步证明了 SCI 低级别疼痛源于亢进的 DREZ,并可通过 SNS 传导至大脑。
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引用次数: 0
Diffusion tensor imaging along the perivascular space: the bias from crossing fibres. 沿血管周围空间扩散张量成像:交叉纤维的偏倚。
IF 4.1 Q1 CLINICAL NEUROLOGY Pub Date : 2024-11-21 eCollection Date: 2024-01-01 DOI: 10.1093/braincomms/fcae421
Charalampos Georgiopoulos, Alice Werlin, Samo Lasic, Sara Hall, Danielle van Westen, Nicola Spotorno, Oskar Hansson, Markus Nilsson

Non-invasive evaluation of glymphatic function has emerged as a crucial goal in neuroimaging, and diffusion tensor imaging along the perivascular space (DTI-ALPS) has emerged as a candidate method for this purpose. Reduced ALPS index has been suggested to indicate impaired glymphatic function. However, the potential impact of crossing fibres on the ALPS index has not been assessed, which was the aim of this cross-sectional study. For this purpose, we used DTI-ALPS in a cohort with three groups: Parkinson's disease (PD) (n = 60, mean age 63.3 ± 1.5, 33 males), progressive supranuclear palsy (PSP) (n = 17, mean age 70.9 ± 1.5, 9 males) and healthy controls (n = 41, mean age 64.5 ± 8.4, 15 males). The ALPS index was calculated blinded to diagnosis, by manually placing two sets of regions of interest (ROI) on the projection and association fibres of each hemisphere. Annotation was performed twice: once on conventional diffusion-encoded colour maps weighted by fractional anisotropy and once on maps with weights adjusted for high incidence of crossing fibres. PSP patients had significantly lower conventional ALPS indices compared with both healthy controls (right hemisphere: P = 0.009; left hemisphere: P < 0.001) and PD patients (right hemisphere: P = 0.024; left hemisphere: P < 0.001). There were no differences between healthy controls and PD patients. After adjusting the ROI to avoid regions of crossing fibres, the ALPS index significantly decreased in healthy controls (right hemisphere: P < 0.001; left hemisphere: P < 0.001) and PD (right hemisphere: P < 0.001; left hemisphere: P < 0.001). In PSP, the adjusted ALPS index was lower compared with the conventional one only in the right hemisphere (P = 0.047). Overall, this adjustment led to less significant differences among diagnostic groups. Specifically, with the adjusted ALPS index, PSP patients showed significantly lower ALPS index compared with healthy controls (right hemisphere: P = 0.044; left hemisphere: P = 0.029) and PD patients (P = 0.003 for the left hemisphere only). Our results suggest that crossing fibres significantly inflate the ALPS index and should be considered a critical pitfall of this method. This factor could partly explain the variability observed in previous studies. Unlike previous research, we observed no differences between PD and healthy controls, likely because most patients in our cohort were in the early phase of the disease. Thus, the ALPS index may not be a sensitive indicator of glymphatic function at least in the initial stages of neurodegeneration in PD.

无创评估淋巴功能已成为神经影像学的一个重要目标,沿血管周围间隙弥散张量成像(DTI-ALPS)已成为实现这一目的的候选方法。ALPS指数降低提示淋巴功能受损。然而,交叉纤维对ALPS指数的潜在影响尚未得到评估,这是本横断面研究的目的。为此,我们将DTI-ALPS应用于三组队列:帕金森病(PD) (n = 60,平均年龄63.3±1.5,男性33人)、进行性核上性麻痹(PSP) (n = 17,平均年龄70.9±1.5,男性9人)和健康对照组(n = 41,平均年龄64.5±8.4,男性15人)。通过手动将两组感兴趣区域(ROI)放置在每个半球的投影纤维和关联纤维上,对诊断进行盲法计算ALPS指数。注释进行了两次:一次是在传统的扩散编码彩色地图上,由分数各向异性加权,一次是在地图上,根据交叉纤维的高发生率调整了权重。与健康对照组相比,PSP患者的常规ALPS指数显著降低(右半球:P = 0.009;左半球:P < 0.001)和PD患者(右半球:P = 0.024;左半球:P < 0.001)。健康对照组与PD患者之间无差异。在调整ROI以避免交叉纤维区域后,健康对照组的ALPS指数显著下降(右半球:P < 0.001;左半球:P < 0.001)和PD(右半球:P < 0.001;左半球:P < 0.001)。在PSP中,调整后的阿尔卑斯指数仅在右半球低于常规(P = 0.047)。总的来说,这种调整导致诊断组之间的差异不那么显著。具体而言,调整后的ALPS指数,PSP患者的ALPS指数明显低于健康对照组(右半球:P = 0.044;左半球:P = 0.029)和PD患者(仅左半球P = 0.003)。我们的结果表明,交叉纤维显著膨胀的阿尔卑斯指数,应该被认为是该方法的一个关键陷阱。这一因素可以部分解释之前研究中观察到的可变性。与之前的研究不同,我们观察到PD和健康对照之间没有差异,可能是因为我们队列中的大多数患者处于疾病的早期阶段。因此,至少在PD神经退行性变的初始阶段,ALPS指数可能不是淋巴功能的敏感指标。
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Brain communications
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