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Identical Seeding Characteristics and Cryo-EM Filament Structures in FTLD-Synuclein and Typical Multiple System Atrophy. 在FTLD-Synuclein和典型的多系统萎缩中,相同的播种特性和低温电镜细丝结构。
IF 3.4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70013
Patrick W Cullinane, Yang Yang, Viorica Chelban, Yee Yen Goh, Kirsten Ebanks, Toby Curless, Sarah Wrigley, Eduardo de Pablo-Fernández, Janice Holton, Sew Peak-Chew, Catarina Franco, Amanda L Woerman, Henry Houlden, Thomas T Warner, Sjors H W Scheres, Michel Goedert, Zane Jaunmuktane

Aims: The aim of this study is to identify the prevalence of frontotemporal dementia (FTD)/corticobasal syndrome (CBS) in a large cohort of pathologically confirmed cases of multiple system atrophy (MSA) and to determine the α-synuclein seeding characteristics and electron cryo-microscopy (cryo-EM) filament structure in frontotemporal lobar degeneration with MSA-type α-synuclein pathology (FTLD-synuclein).

Methods: The archives of the Queen Square Brain Bank (1989-2023) were searched for histologically confirmed MSA cases, and those with a clinical diagnosis of FTD/CBS were reviewed for pathological features of FTLD-synuclein. Phosphotungstic acid (PTA)-precipitated brain homogenates from FTLD-synuclein, dementia with Lewy bodies (DLB) and G51D SNCA synucleinopathy cases were used to seed aggregation in α-syn140*A53T-YFP HEK293T cells. The structure of α-synuclein filaments from an FTLD-synuclein case was determined by cryo-EM.

Results: We identified 283 cases of MSA. Four cases had a clinical diagnosis of CBS, one of which met pathological criteria for FTLD-synuclein. Genetic studies in this case were negative for SNCA variants, and PTA-precipitated brain homogenates seeded abundant cytoplasmic α-synuclein inclusions that were morphologically indistinguishable from those of typical MSA but distinct from those of G51D SNCA and DLB. MSA Type II α-synuclein filaments were identified by cryo-EM.

Conclusions: FTD/CBS is rarely associated with MSA pathology. The cell seeding characteristics and cryo-EM findings support the classification of FTLD-synuclein as a subtype of MSA, differentiating it from genetic synucleinopathies, such as those with SNCA variants G51D and A53E, which have neuropathological features overlapping with MSA and Lewy body diseases. These cases expand the clinicopathological spectrum of MSA and FTLD and have implications for our understanding of selective neuronal vulnerability in MSA and the interpretation of α-synuclein biomarker studies.

目的:本研究的目的是在大量病理证实的多系统萎缩(MSA)病例中确定额颞叶痴呆(FTD)/皮质基底综合征(CBS)的患病率,并确定具有MSA型α-突触核蛋白病理(FTLD-synuclein)的额颞叶退行性变中α-突触核蛋白的播散特征和电子冷冻显微镜(cro - em)纤维结构。方法:检索皇后广场脑库1989-2023年组织学证实的MSA病例,并对临床诊断为FTD/CBS的患者进行FTLD-synuclein的病理特征分析。用FTLD-synuclein、路易体痴呆(DLB)和G51D SNCA synucleinopathy病例的磷通酸(PTA)沉淀脑匀浆在α-syn140*A53T-YFP HEK293T细胞中进行聚集。用低温电镜(cryo-EM)测定了FTLD-synuclein的α-synuclein细丝的结构。结果:我们发现283例MSA。4例临床诊断为CBS,其中1例符合FTLD-synuclein病理标准。该病例的遗传研究对SNCA变异呈阴性,pta沉淀的脑匀浆中含有丰富的细胞质α-突触核蛋白包涵体,这些包涵体在形态上与典型的MSA没有区别,但与G51D SNCA和DLB不同。低温电镜(cryo-EM)鉴定了MSA II型α-突触核蛋白丝。结论:FTD/CBS很少与MSA病理相关。细胞播种特征和冷冻电镜结果支持FTLD-synuclein作为MSA亚型的分类,将其与遗传性synucleinopathies(如SNCA变体G51D和A53E)区分开来,后者具有与MSA和路易体病重叠的神经病理特征。这些病例扩大了MSA和FTLD的临床病理谱,并对我们理解MSA的选择性神经元易感性和α-突触核蛋白生物标志物研究的解释具有重要意义。
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引用次数: 0
Enhancing Lateral Resolution Using Two-Colour Direct Stochastic Optical Reconstruction Microscopy to Unravel Synaptic Tau Pathology in Alzheimer's Disease. 利用双色直接随机光学重建显微镜增强横向分辨率揭示阿尔茨海默病突触Tau病理。
IF 3.4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70010
Érika Sánchez-Aced, Borja Moya-Llamas, Joaquim Aumatell Escabias, Soraya Torres, Martí Colom-Cadena, Jordi Pegueroles, Cristian de Quintana-Schmidt, Àlex Bayés, Laura Molina-Porcel, Iban Aldecoa, Olivia Belbin, Juan Fortea, Tara Spires-Jones, Sílvia Pujals, Sònia Sirisi, Alberto Lleó

Aims: In Alzheimer's disease (AD), the pathological accumulation of tau in synapses contributes to synapse dysfunction and loss. However, the small and complex structure of synapses limits the investigation when using conventional techniques. In this work, we describe the combination of array tomography (AT) with two-colour direct stochastic optical reconstruction microscopy (dSTORM) to enhance lateral resolution for resolving synaptic terminals in human postmortem brain.

Methods: We applied this combination to study synapses in brain samples (from biopsy and postmortem) from healthy subjects and pathological synaptic tau (aggregates and oligomers) in samples from AD patients.

Results: AT combined with dSTORM allowed the characterisation of the orientation and shape of the synaptic terminals and the synaptic cleft. In addition, this combination confirmed the presence of oligomeric tau in synaptic terminals in AD.

Conclusions: Overall, we found that the combination of AT and two-colour dSTORM provides optimal resolution to detect pathological synaptic tau and its spatial relationship with presynaptic and postsynaptic terminals.

目的:在阿尔茨海默病(AD)中,突触中tau的病理积累导致突触功能障碍和丧失。然而,突触的小而复杂的结构限制了传统技术的研究。在这项工作中,我们描述了阵列断层扫描(AT)与双色直接随机光学重建显微镜(dSTORM)的结合,以提高解析人类死后大脑突触终端的侧向分辨率。方法:我们应用这种组合来研究健康受试者脑样本中的突触(来自活检和死后)和AD患者样本中的病理突触tau(聚集体和低聚物)。结果:AT联合dSTORM可以表征突触末梢和突触间隙的方向和形状。此外,这种结合证实了寡聚tau在AD的突触末端的存在。结论:总的来说,我们发现结合AT和双色dSTORM提供了最佳的分辨率来检测病理突触tau及其与突触前和突触后末端的空间关系。
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引用次数: 0
PLAG-Family Amplified CNS Embryonal Tumour With PLAG1 Immunohistochemical Expression: Expanding the Spectrum of Diagnostic Tools. PLAG1免疫组化表达的PLAG1家族扩增中枢神经系统胚胎肿瘤:扩大诊断工具的范围。
IF 4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70017
Antonio d'Amati, Flavia Adotti, Francesca Gianno, Domenico Cicala, Eugenio Covelli, Giuseppe Cinalli, Vittoria D'Onofrio, Maria Elena Errico, Lucia Quaglietta, Sabina Barresi, Sabrina Rossi, Evelina Miele, Manila Antonelli
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引用次数: 0
Glial Alterations in the Glutamatergic and GABAergic Signalling Pathways in a Mouse Model of Lafora Disease, a Severe Form of Progressive Myoclonus Epilepsy. 进行性肌阵挛性癫痫的一种严重形式Lafora病小鼠模型中谷氨酸能和gaba能信号通路的神经胶质改变
IF 3.4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70009
Rosa Viana, Teresa Rubio, Ángela Campos-Rodríguez, Pascual Sanz

Aims: Lafora disease (LD; OMIM#254780) is a rare form of progressive myoclonus epilepsy characterised by the accumulation of insoluble deposits of glycogen in the brain and peripheral tissues. In mouse models of LD, we have identified neuroinflammation as a secondary hallmark of the disease, characterised by increased levels of reactive astrocytes and activated microglia. Our previous work demonstrated that the TNF and IL-6 inflammatory signalling pathways are the primary drivers of this neuroinflammatory phenotype. In this work, we aimed to investigate whether TNF and IL-6 pathway activation contributes to alterations in the glutamatergic and GABAergic signalling pathways.

Methods: We performed immunofluorescence and western blot analyses on the hippocampus of a mouse model of LD to evaluate potential changes in proteins associated with glutamatergic and GABAergic signalling pathways.

Results: Our findings reveal dysregulation in the expression of subunits of excitatory glutamatergic receptors (phospho-GluN2B and GluK2), as well as an increase in the levels of the GABA transporter GAT1. In addition, we detected activated forms of the Src and Lyn protein kinases in the hippocampus. More importantly, these alterations predominantly occur in nonneuronal cells, such as reactive astrocytes and microglia, underscoring the critical involvement of glial cells in the pathophysiology of LD.

Conclusions: The observed upregulation of glutamatergic receptor subunits likely amplifies excitatory glutamatergic signalling, whereas the increased expression of GAT1 may reduce the inhibitory GABAergic tone. These changes contribute to the characteristic hyperexcitability of LD.

目的:拉福拉病(LD);OMIM#254780)是一种罕见的进行性肌阵挛性癫痫,其特征是脑和周围组织中不溶性糖原沉积的积累。在LD小鼠模型中,我们已经确定神经炎症是该疾病的次要标志,其特征是反应性星形胶质细胞和激活的小胶质细胞水平增加。我们之前的工作表明,TNF和IL-6炎症信号通路是这种神经炎症表型的主要驱动因素。在这项工作中,我们旨在研究TNF和IL-6通路的激活是否有助于谷氨酸能和gaba能信号通路的改变。方法:我们对LD小鼠模型的海马进行免疫荧光和western blot分析,以评估与谷氨酸能和gaba能信号通路相关的蛋白质的潜在变化。结果:我们的研究结果揭示了兴奋性谷氨酸能受体亚基(phospho-GluN2B和GluK2)的表达失调,以及GABA转运体GAT1水平的增加。此外,我们在海马中检测到活化形式的Src和Lyn蛋白激酶。更重要的是,这些改变主要发生在非神经元细胞中,如反应性星形胶质细胞和小胶质细胞,这强调了胶质细胞在ld病理生理中的重要作用。结论:观察到的谷氨酸受体亚基的上调可能会放大兴奋性谷氨酸能信号传导,而GAT1表达的增加可能会降低抑制性谷氨酸能张力。这些变化导致LD特征性的高兴奋性。
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引用次数: 0
Pathological Characterisation of Posterior Cortical Atrophy in Comparison With Amnestic Alzheimer's Disease. 与遗忘性阿尔茨海默病比较后皮质萎缩的病理特征。
IF 3.4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70007
Z Abdi, K X Yong, J M Schott, A Gatt, T Revesz, S J Crutch, T Lashley

Aims: Posterior cortical atrophy (PCA) is a predominantly young-onset neurodegenerative syndrome, typically caused by Alzheimer's disease (PCA-AD). PCA-AD presents with visual and spatial dysfunction attributed to occipito-parietal or 'posterior' brain regions rather than memory difficulties characteristic of typical amnestic-led Alzheimer's disease (a-AD) attributed to medial temporal regions. Imaging and neuropathological studies suggest that PCA-AD is associated with a more posterior distribution of tau neurofibrillary tangles (NFTs), whereas β-amyloid pathology (Aβ) is diffusely deposited throughout the cortex. This study characterised the neuropathological substrates of PCA-AD in comparison with a-AD, to further understanding of the biological basis of phenotypical heterogeneity in AD.

Methods: Immunohistochemistry for Aβ; tau; the microglial markers CD68, CR3-43 and Iba1; α-synuclein; and TDP-43 was carried out on 26 PCA-AD and 27 age and gender-matched a-AD cases at the Queen Square Brain Bank. Aβ, tau and the three microglial markers were quantified in the superior frontal, superior temporal, superior parietal and occipital (primary visual cortex) cortices, with α-synuclein and TDP-43 assessed using formal staging criteria. In addition, microglial circularity, a morphological indicator of microglial activation state, was calculated.

Results: There was a higher load of Aβ and tau in the parietal region of PCA-AD compared to a-AD. In the PCA-AD compared to the a-AD group, there were significant increases in tau load in parietal and frontal relative to temporal regions. There was no difference in cerebral amyloid angiopathy (CAA) severity between PCA-AD and a-AD. There was a significantly lower temporal CD68 load in a-AD compared with PCA-AD. In a-AD, CD68 load was lowest and tau load highest in the temporal relative to all other regions.

Conclusions: This study demonstrates differences in the distribution of Aβ and tau and variations in regional neuroinflammatory response in PCA-AD and a-AD. These findings extend our understanding of the biological substrates underpinning PCA-AD and highlight the potential for exploring phenotypic variants to understand selective vulnerability in neurodegenerative diseases.

目的:后皮质萎缩(PCA)是一种主要由阿尔茨海默病(PCA-AD)引起的年轻发病的神经退行性综合征。PCA-AD 表现为视觉和空间功能障碍,归因于枕顶叶或 "后部 "脑区,而不是典型的失忆性阿尔茨海默病(a-AD)所特有的记忆障碍,归因于颞内侧脑区。影像学和神经病理学研究表明,PCA-AD 与 tau 神经纤维缠结(NFTs)的后部分布有关,而 β 淀粉样病理(Aβ)则在整个大脑皮层弥漫沉积。本研究比较了PCA-AD与a-AD的神经病理学基础,以进一步了解AD表型异质性的生物学基础:方法:对皇后广场脑库(Queen Square Brain Bank)的26例PCA-AD和27例年龄和性别匹配的a-AD病例进行了Aβ、tau、小胶质细胞标记物CD68、CR3-43和Iba1、α-突触核蛋白和TDP-43的免疫组化。对额叶上部、颞叶上部、顶叶上部和枕叶(初级视觉皮层)皮层的 Aβ、tau 和三种小胶质细胞标记物进行了量化,并使用正式的分期标准对α-突触核蛋白和 TDP-43 进行了评估。此外,还计算了小胶质细胞的圆周率(小胶质细胞活化状态的形态学指标):结果:与a-AD相比,PCA-AD顶叶区的Aβ和tau含量更高。与 a-AD 组相比,PCA-AD 组顶叶和额叶的 tau 负荷明显高于颞叶。PCA-AD组和a-AD组的脑淀粉样血管病(CAA)严重程度没有差异。与 PCA-AD 相比,a-AD 的颞叶 CD68 负荷明显较低。在a-AD中,相对于所有其他区域,颞部的CD68载量最低,tau载量最高:结论:这项研究表明,在 PCA-AD 和 a-AD 中,Aβ 和 tau 的分布存在差异,区域神经炎症反应也存在差异。这些研究结果拓展了我们对 PCA-AD 的生物学基础的认识,并突出了探索表型变异以了解神经退行性疾病中选择性易感性的潜力。
{"title":"Pathological Characterisation of Posterior Cortical Atrophy in Comparison With Amnestic Alzheimer's Disease.","authors":"Z Abdi, K X Yong, J M Schott, A Gatt, T Revesz, S J Crutch, T Lashley","doi":"10.1111/nan.70007","DOIUrl":"10.1111/nan.70007","url":null,"abstract":"<p><strong>Aims: </strong>Posterior cortical atrophy (PCA) is a predominantly young-onset neurodegenerative syndrome, typically caused by Alzheimer's disease (PCA-AD). PCA-AD presents with visual and spatial dysfunction attributed to occipito-parietal or 'posterior' brain regions rather than memory difficulties characteristic of typical amnestic-led Alzheimer's disease (a-AD) attributed to medial temporal regions. Imaging and neuropathological studies suggest that PCA-AD is associated with a more posterior distribution of tau neurofibrillary tangles (NFTs), whereas β-amyloid pathology (Aβ) is diffusely deposited throughout the cortex. This study characterised the neuropathological substrates of PCA-AD in comparison with a-AD, to further understanding of the biological basis of phenotypical heterogeneity in AD.</p><p><strong>Methods: </strong>Immunohistochemistry for Aβ; tau; the microglial markers CD68, CR3-43 and Iba1; α-synuclein; and TDP-43 was carried out on 26 PCA-AD and 27 age and gender-matched a-AD cases at the Queen Square Brain Bank. Aβ, tau and the three microglial markers were quantified in the superior frontal, superior temporal, superior parietal and occipital (primary visual cortex) cortices, with α-synuclein and TDP-43 assessed using formal staging criteria. In addition, microglial circularity, a morphological indicator of microglial activation state, was calculated.</p><p><strong>Results: </strong>There was a higher load of Aβ and tau in the parietal region of PCA-AD compared to a-AD. In the PCA-AD compared to the a-AD group, there were significant increases in tau load in parietal and frontal relative to temporal regions. There was no difference in cerebral amyloid angiopathy (CAA) severity between PCA-AD and a-AD. There was a significantly lower temporal CD68 load in a-AD compared with PCA-AD. In a-AD, CD68 load was lowest and tau load highest in the temporal relative to all other regions.</p><p><strong>Conclusions: </strong>This study demonstrates differences in the distribution of Aβ and tau and variations in regional neuroinflammatory response in PCA-AD and a-AD. These findings extend our understanding of the biological substrates underpinning PCA-AD and highlight the potential for exploring phenotypic variants to understand selective vulnerability in neurodegenerative diseases.</p>","PeriodicalId":19151,"journal":{"name":"Neuropathology and Applied Neurobiology","volume":"51 2","pages":"e70007"},"PeriodicalIF":3.4,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11964714/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143772940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Atrophy and Higher Levels of Inflammatory-Related Markers in the Posterior Cerebellar Lobe Cortex in Chronic Alcohol Use Disorder: A Cross-Sectional Study. 慢性酒精使用障碍患者小脑后叶皮层萎缩和炎症相关标志物水平升高:一项横断面研究
IF 3.4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70011
Fernando García-Dolores, Mirielle Adelina Hernández-Torres, Estefania Fuentes-Medel, Alfonso Díaz, Jorge Guevara, Eduardo Baltazar-Gaytan, Leonardo Aguilar-Hernández, Humberto Nicolini, Julio César Morales-Medina, Sonia Irais González-Cano, Fidel de la Cruz, Alicia Gil-Velazco, Hiram Tendilla-Beltrán, Gonzalo Flores

Aims: Alcohol use disorder (AUD) involves excessive and chronic ethanol consumption, leading to various health issues, including cerebellar atrophy. The cerebellum is particularly susceptible to ethanol-induced damage through neuroinflammation, oxidative stress and excitotoxicity. This damage has been documented predominantly in the anterior lobe, primarily due to its role in motor function, which is often impaired in patients with AUD. However, less is known about the impact of AUD on the posterior cerebellar lobes. In contrast, alterations in the posterior lobe have been associated with cerebellar cognitive affective syndrome (CCAS). Moreover, the cerebellum is an asymmetric structure with spatial functions being left-lateralised. We hypothesised that the posterior cerebellar lobe in AUD cases would show increased inflammation compared with healthy controls.

Methods: This cross-sectional study examined the structural integrity and neuroinflammatory state of the left posterior cerebellar lobe cortex in post-mortem samples from nine males with chronic AUD and 9 control cases.

Results: Chronic AUD cases showed significant cerebellar damage. Immunohistochemistry revealed higher levels of reactive astrogliosis (GFAP), increased Treg cell markers (CD45 and FOXP3), increased mitochondria marker (MitoTrackerTM), elevated COX2 (indicating inflammation and Treg cell activity), increased cFos protein (cell activity marker), and higher caspase 3 (Casp3) levels, suggesting excessive cell death. These findings indicate that chronic AUD leads to atrophy in the left posterior cerebellar lobe cortex due to neuroinflammation driven by reactive astrogliosis, Treg cell infiltration, and COX2 activity.

Conclusions: The study highlights the inflammatory consequences of chronic AUD, potentially linked to cerebellar atrophy and subsequent motor and cognitive impairments. Targeting neuroinflammation could help mitigate the neurodegenerative effects of chronic AUD.

目的:酒精使用障碍(AUD)涉及过度和慢性酒精消耗,导致各种健康问题,包括小脑萎缩。小脑特别容易受到酒精引起的神经炎症、氧化应激和兴奋性毒性损伤的影响。这种损伤主要发生在前叶,主要是由于其在运动功能中的作用,而运动功能在AUD患者中经常受损。然而,AUD对小脑后叶的影响知之甚少。相反,后叶的改变与小脑认知情感综合征(CCAS)有关。此外,小脑是一个不对称结构,空间功能是左偏侧的。我们假设与健康对照相比,AUD患者的小脑后叶炎症增加。方法:本横断面研究检查了9例慢性AUD男性和9例对照患者的尸检样本左小脑后叶皮层的结构完整性和神经炎症状态。结果:慢性AUD患者表现为明显的小脑损伤。免疫组织化学显示反应性星形胶质细胞增生(GFAP)水平升高,Treg细胞标志物(CD45和FOXP3)升高,线粒体标志物(MitoTrackerTM)升高,COX2(表明炎症和Treg细胞活性)升高,cFos蛋白(细胞活性标志物)升高,caspase 3 (Casp3)水平升高,提示细胞过度死亡。这些结果表明,慢性AUD导致左侧小脑后叶皮层萎缩,这是由反应性星形胶质细胞增生、Treg细胞浸润和COX2活性驱动的神经炎症所致。结论:该研究强调了慢性AUD的炎症后果,可能与小脑萎缩和随后的运动和认知障碍有关。靶向神经炎症有助于减轻慢性AUD的神经退行性影响。
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引用次数: 0
Refining Muscle Morphometry Through Machine Learning and Spatial Analysis. 通过机器学习和空间分析改进肌肉形态测量。
IF 3.4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70012
Daisuke Ono, Honami Kawai, Hiroya Kuwahara, Takanori Yokota

Aims: Muscle morphology provides important information in differentiating disease aetiology, but its measurement remains challenging because of the lack of an efficient and objective method. This study aimed to quantitatively refine the morphological features of muscle fibres in neuromuscular diseases using machine learning.

Methods: In this retrospective study, we analysed muscle biopsy specimens on haematoxylin and eosin-staining. Machine learning-based software was developed to segment muscle fibre contours and perform automated muscle morphometry and subsequent graph theory-based spatial analysis of atrophied fibre grouping. A decision tree-based framework, LightGBM, was trained to predict underlying aetiologies based on morphometric and spatial variables.

Results: The study included 100 muscle samples, including 20 normal muscles, 49 myopathies and 19 neuropathies. The fine-tuned segmentation model, YOLOv8, achieved a mask average precision of 0.819. The muscle morphometry revealed the significance of fibre circularity. The mean circularity was higher in the myopathy group, and the SD of circularity was elevated in the neuropathy group. Although most cases were consistent with textbook findings, atypical presentations, such as dermatomyositis with angular atrophy and amyotrophic lateral sclerosis with round atrophy, were objectively documented. Spatial analysis quantified grouped atrophy, showing the potential to feature specific atrophy patterns. The LightGBM model successfully predicted the final clinical diagnosis of the myopathies and neuropathies with an accuracy of 0.852, which exceeded that of 0.808 by human annotation.

Conclusion: Automated muscle morphometry and spatial analysis provide quantification of muscle morphology and patterns of atrophy, which will facilitate objective and efficient investigation of neuromuscular diseases.

目的:肌肉形态学为区分疾病病因提供了重要信息,但由于缺乏高效、客观的方法,其测量仍具有挑战性。本研究旨在利用机器学习方法定量完善神经肌肉疾病中肌肉纤维的形态特征:在这项回顾性研究中,我们对肌肉活检标本进行了血色素和伊红染色分析。我们开发了基于机器学习的软件,用于分割肌肉纤维轮廓、进行自动肌肉形态测量以及随后基于图论的萎缩纤维组空间分析。对基于决策树的框架 LightGBM 进行了训练,以根据形态和空间变量预测潜在病因:研究包括 100 块肌肉样本,其中包括 20 块正常肌肉、49 块肌病和 19 块神经病。微调分割模型 YOLOv8 的掩膜平均精确度为 0.819。肌肉形态测量显示了纤维圆度的重要性。肌病组的平均圆度较高,而神经病组的圆度 SD 值较高。虽然大多数病例与教科书上的结论一致,但也有非典型表现的病例,如皮肌炎伴角状萎缩和肌萎缩侧索硬化症伴圆形萎缩。空间分析对分组萎缩进行了量化,显示了以特定萎缩模式为特征的潜力。LightGBM 模型成功预测了肌病和神经病的最终临床诊断,准确率为 0.852,超过了人工标注的 0.808:自动肌肉形态测量和空间分析可量化肌肉形态和萎缩模式,有助于客观、高效地研究神经肌肉疾病。
{"title":"Refining Muscle Morphometry Through Machine Learning and Spatial Analysis.","authors":"Daisuke Ono, Honami Kawai, Hiroya Kuwahara, Takanori Yokota","doi":"10.1111/nan.70012","DOIUrl":"10.1111/nan.70012","url":null,"abstract":"<p><strong>Aims: </strong>Muscle morphology provides important information in differentiating disease aetiology, but its measurement remains challenging because of the lack of an efficient and objective method. This study aimed to quantitatively refine the morphological features of muscle fibres in neuromuscular diseases using machine learning.</p><p><strong>Methods: </strong>In this retrospective study, we analysed muscle biopsy specimens on haematoxylin and eosin-staining. Machine learning-based software was developed to segment muscle fibre contours and perform automated muscle morphometry and subsequent graph theory-based spatial analysis of atrophied fibre grouping. A decision tree-based framework, LightGBM, was trained to predict underlying aetiologies based on morphometric and spatial variables.</p><p><strong>Results: </strong>The study included 100 muscle samples, including 20 normal muscles, 49 myopathies and 19 neuropathies. The fine-tuned segmentation model, YOLOv8, achieved a mask average precision of 0.819. The muscle morphometry revealed the significance of fibre circularity. The mean circularity was higher in the myopathy group, and the SD of circularity was elevated in the neuropathy group. Although most cases were consistent with textbook findings, atypical presentations, such as dermatomyositis with angular atrophy and amyotrophic lateral sclerosis with round atrophy, were objectively documented. Spatial analysis quantified grouped atrophy, showing the potential to feature specific atrophy patterns. The LightGBM model successfully predicted the final clinical diagnosis of the myopathies and neuropathies with an accuracy of 0.852, which exceeded that of 0.808 by human annotation.</p><p><strong>Conclusion: </strong>Automated muscle morphometry and spatial analysis provide quantification of muscle morphology and patterns of atrophy, which will facilitate objective and efficient investigation of neuromuscular diseases.</p>","PeriodicalId":19151,"journal":{"name":"Neuropathology and Applied Neurobiology","volume":"51 2","pages":"e70012"},"PeriodicalIF":3.4,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143692749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intramuscular Nerve Bundles Reflect TDP-43 Pathology in the Medulla and Spinal Cord of ALS Patients. 肌内神经束反映肌萎缩侧索硬化症患者髓质和脊髓的TDP-43病理。
IF 4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70016
Takashi Kurashige, Tomomi Murao, Yuhei Kanaya, Yoriko Dodo, Tomohito Sugiura, Kazuya Kuraoka, Tomohiko Ohshita
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引用次数: 0
Comparative Clinical and Imaging-Based Evaluation of Therapeutic Modalities in CNS Embryonal Tumours With PLAGL Amplification. PLAGL扩增中枢神经系统胚胎肿瘤治疗方式的临床与影像学比较评价。
IF 3.4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-04-01 DOI: 10.1111/nan.70015
Michaela-Kristina Keck, Anna Tietze, Brigitte Bison, Shivaram Avula, Julien Engelhardt, Cécile Faure-Conter, Tanguy Fenouil, Dominique Figarella-Branger, Einar Goebell, Johannes Gojo, Christine Haberler, Juhana Hakumäki, James T Hayden, Laura S Korhonen, Ewa Koscielniak, Christof M Kramm, Mariëtte E G Kranendonk, Maarten Lequin, Louise E Ludlow, David Meyronet, Per Nyman, Ingrid Øra, Thomas Perwein, Jouni Pesola, Tuomas Rauramaa, Roel Reddingius, David Samuel, Antoinette Y N Schouten-van Meeteren, Alexandra Sexton-Oates, Alexandre Vasiljevic, Thekla von Kalle, Annika K Wefers, Pieter Wesseling, Josef Zamecnik, Michal Zapotocky, Katja von Hoff, David T W Jones

Aims: Embryonal tumours with PLAGL1 or PLAGL2 amplification (ET, PLAGL) show substantial heterogeneity regarding their clinical characteristics and have been treated inconsistently, resulting in diverse outcomes. In this study, we aimed to evaluate the clinical behaviour of ET, PLAGL and elucidate their response pattern across the different applied treatment regimens.

Methods: We conducted an in-depth retrospective analysis of clinical and serial imaging data of 18 patients with ET, PLAGL (nine each of PLAGL1 and PLAGL2 amplified).

Results: Patients with PLAGL1-amplified tumours (ET, PLAGL1) had fewer relapses (3/9), while PLAGL2-amplified tumours (ET, PLAGL2) were prone to early relapse or progression (8/9) and to distant, leptomeningeal and intraventricular relapses. Progression-free survival differed significantly between the subtypes (log-rank test, p = 0.0055). Postoperative treatment included chemotherapy (n = 17, various protocols), alone (n = 8) or combined with radiotherapy (n = 9). Responses to chemotherapy were observed in both subtypes, and incomplete resection was not associated with inferior survival. All three survivors with ET, PLAGL2 were treated with induction and high-dose chemotherapy with (n = 1-low-dose CSI and boost) or without (n = 2) radiotherapy, whereas five patients with less intensive chemotherapy relapsed. All six survivors with ET, PLAGL1 were treated with conventional chemotherapy regimens, with (n = 4-local radiotherapy n = 3; CSI and boost n = 1) or without (n = 2) radiotherapy. Two patients with ET, PLAGL1 relapsed after 8 years.

Conclusions: Adjuvant therapy should be considered for all ET, PLAGL patients: Patients with ET, PLAGL2 might benefit from intensified chemotherapy regimens. In contrast, patients with ET, PLAGL1 showed superior outcomes without high-dose chemotherapy or craniospinal irradiation.

目的:PLAGL1或PLAGL2扩增的胚胎肿瘤(ET, PLAGL)在其临床特征上显示出很大的异质性,并且治疗方法不一致,导致不同的结果。在本研究中,我们旨在评估ET、PLAGL的临床行为,并阐明它们在不同应用治疗方案中的反应模式。方法:我们对18例ET, PLAGL患者(PLAGL1和PLAGL2扩增各9例)的临床和系列影像学资料进行了深入的回顾性分析。结果:PLAGL1扩增的肿瘤(ET、PLAGL1)复发较少(3/9),而PLAGL2扩增的肿瘤(ET、PLAGL2)容易早期复发或进展(8/9),并容易远处、脑膜和脑室内复发。不同亚型间无进展生存期差异显著(log-rank检验,p = 0.0055)。术后治疗包括化疗(n = 17,各种方案)、单独化疗(n = 8)或联合放疗(n = 9)。在两种亚型中均观察到对化疗的反应,不完全切除与低生存率无关。所有3例ET, PLAGL2患者均接受诱导和高剂量化疗(n = 1-低剂量CSI和boost)或不接受放疗(n = 2),而5例化疗强度较低的患者复发。所有6名ET, PLAGL1幸存者均接受常规化疗方案治疗,其中(n = 4)局部放疗(n = 3);CSI和boost (n = 1)或未放疗(n = 2)。2例ET, PLAGL1患者8年后复发。结论:所有ET、PLAGL患者应考虑辅助治疗:ET、PLAGL2患者可能受益于强化化疗方案。相比之下,ET, PLAGL1患者在没有大剂量化疗或颅脊髓照射的情况下表现出更好的结果。
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引用次数: 0
Novel Aspects of Hereditary Spastic Paraplegia: A Clinicopathologic and Biochemical Study of a Patient With a Heterozygous GCH1 Variant. 遗传性痉挛性截瘫的新方面:一名杂合GCH1变异患者的临床病理和生化研究。
IF 4 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1111/nan.70006
Shoko Hongo, Tetsuhiko Ikeda, Mari Tada, Rina Aida, Tetsuo Ozawa, Norikazu Hara, Akinori Miyashita, Takashi Nakajima, Osamu Onodera, Takeshi Ikeuchi, Hiroshi Ichinose, Akiyoshi Kakita
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引用次数: 0
期刊
Neuropathology and Applied Neurobiology
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