New developments in imaging in ALS.

IF 4.8 2区 医学 Q1 CLINICAL NEUROLOGY
Jana Kleinerova, Giorgia Querin, Pierre-Francois Pradat, We Fong Siah, Peter Bede
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引用次数: 0

Abstract

Neuroimaging in ALS has contributed considerable academic insights in recent years demonstrating genotype-specific topological changes decades before phenoconversion and characterising longitudinal propagation patterns in specific phenotypes. It has elucidated the radiological underpinnings of specific clinical phenomena such as pseudobulbar affect, apathy, behavioural change, spasticity, and language deficits. Academic concepts such as sexual dimorphism, motor reserve, cognitive reserve, adaptive changes, connectivity-based propagation, pathological stages, and compensatory mechanisms have also been evaluated by imaging. The underpinnings of extra-motor manifestations such as cerebellar, sensory, extrapyramidal and cognitive symptoms have been studied by purpose-designed imaging protocols. Clustering approaches have been implemented to uncover radiologically distinct disease subtypes and machine-learning models have been piloted to accurately classify individual patients into relevant diagnostic, phenotypic, and prognostic categories. Prediction models have been developed for survival in symptomatic patients and phenoconversion in asymptomatic mutation carriers. A range of novel imaging modalities have been implemented and 7 Tesla MRI platforms are increasingly being used in ALS studies. Non-ALS MND conditions, such as PLS, SBMA, and SMA, are now also being increasingly studied by quantitative neuroimaging approaches. A unifying theme of recent imaging papers is the departure from describing focal brain changes to focusing on dynamic structural and functional connectivity alterations. Progressive cortico-cortical, cortico-basal, cortico-cerebellar, cortico-bulbar, and cortico-spinal disconnection has been consistently demonstrated by recent studies and recognised as the primary driver of clinical decline. These studies have led the reconceptualisation of ALS as a "network" or "circuitry disease".

ALS影像学的新进展。
近年来,肌萎缩侧索硬化的神经影像学在表型转化前几十年证明了基因型特异性拓扑变化,并表征了特定表型的纵向传播模式,贡献了相当多的学术见解。它阐明了特定临床现象的放射学基础,如假性球影响、冷漠、行为改变、痉挛和语言缺陷。学术概念,如两性二态性、运动储备、认知储备、适应性变化、基于连接的传播、病理阶段和代偿机制也通过成像进行了评估。运动外表现,如小脑、感觉、锥体外系和认知症状的基础已经通过目的设计的成像方案进行了研究。已经实施了聚类方法来发现放射学上不同的疾病亚型,并且已经试用了机器学习模型来准确地将个体患者分类为相关的诊断、表型和预后类别。有症状患者的生存和无症状突变携带者的表型转化已经建立了预测模型。一系列新的成像方式已经实施,7个特斯拉MRI平台越来越多地用于ALS研究。非als MND疾病,如PLS、SBMA和SMA,现在也越来越多地通过定量神经影像学方法进行研究。最近的成像论文的一个统一主题是从描述局灶性大脑变化转向关注动态结构和功能连接变化。最近的研究一致证明,进行性皮质-皮质、皮质-基底、皮质-小脑、皮质-球和皮质-脊髓断开是临床衰退的主要驱动因素。这些研究将ALS重新定义为“网络”或“电路疾病”。
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来源期刊
Journal of Neurology
Journal of Neurology 医学-临床神经学
CiteScore
10.00
自引率
5.00%
发文量
558
审稿时长
1 months
期刊介绍: The Journal of Neurology is an international peer-reviewed journal which provides a source for publishing original communications and reviews on clinical neurology covering the whole field. In addition, Letters to the Editors serve as a forum for clinical cases and the exchange of ideas which highlight important new findings. A section on Neurological progress serves to summarise the major findings in certain fields of neurology. Commentaries on new developments in clinical neuroscience, which may be commissioned or submitted, are published as editorials. Every neurologist interested in the current diagnosis and treatment of neurological disorders needs access to the information contained in this valuable journal.
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