Spinocerebellar ataxia

脊髓小脑共济失调
  • 文章类型: Journal Article
    聚谷氨酰胺(polyQ)疾病是一组遗传性神经退行性疾病,由扩展的胞嘧啶-腺嘌呤-鸟嘌呤(CAG)重复编码具有异常扩展的聚谷氨酰胺束的蛋白质引起。总共发现了九种polyQ疾病,包括亨廷顿病,六个脊髓小脑共济失调,牙本质苍白萎缩(DRPLA),脊髓和延髓肌萎缩症(SBMA)。这一类的疾病都被认为是罕见的,然而,polyQ疾病构成了最大的单基因神经退行性疾病组。虽然polyQ疾病的每个亚型都有自己的致病基因,某些病理分子属性与几乎所有的polyQ疾病有关,包括蛋白质聚集,蛋白水解切割,神经元功能障碍,转录失调,自噬受损,和线粒体功能障碍。虽然polyQ疾病的动物模型可以帮助了解其发病机理和获得疾病改善疗法,这些疾病既没有治愈方法,也没有预防方法,只有对症治疗。在本文中,我们分析了CASContentCollection的数据,总结了多Q病的研究进展。我们研究了该地区的出版物景观,以提供对当前知识进步和发展的见解。我们回顾了讨论最多的概念,并评估了对抗这些疾病的策略。最后,我们通过其开发管道检查针对polyQ疾病的产品的临床应用。这篇评论的目的是提供有关polyQ疾病类别的当前知识的不断演变的景观的广泛概述,概述挑战,并评估增长机会,以进一步努力防治这些疾病。
    Polyglutamine (polyQ) diseases are a group of inherited neurodegenerative disorders caused by expanded cytosine-adenine-guanine (CAG) repeats encoding proteins with abnormally expanded polyglutamine tract. A total of nine polyQ disorders have been identified, including Huntington\'s disease, six spinocerebellar ataxias, dentatorubral pallidoluysian atrophy (DRPLA), and spinal and bulbar muscular atrophy (SBMA). The diseases of this class are each considered rare, yet polyQ diseases constitute the largest group of monogenic neurodegenerative disorders. While each subtype of polyQ diseases has its own causative gene, certain pathologic molecular attributes have been implicated in virtually all of the polyQ diseases, including protein aggregation, proteolytic cleavage, neuronal dysfunction, transcription dysregulation, autophagy impairment, and mitochondrial dysfunction. Although animal models of polyQ disease are available helping to understand their pathogenesis and access disease-modifying therapies, there is neither a cure nor prevention for these diseases, with only symptomatic treatments available. In this paper, we analyze data from the CAS Content Collection to summarize the research progress in the class of polyQ diseases. We examine the publication landscape in the area in effort to provide insights into current knowledge advances and developments. We review the most discussed concepts and assess the strategies to combat these diseases. Finally, we inspect clinical applications of products against polyQ diseases with their development pipelines. The objective of this review is to provide a broad overview of the evolving landscape of current knowledge regarding the class of polyQ diseases, to outline challenges, and evaluate growth opportunities to further efforts in combating the diseases.
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  • 文章类型: Journal Article
    我们开发了一种方法,该方法利用核包膜的荧光标记以及细胞计数分选来选择性分离浦肯野细胞(PC)核。从SUN1报告小鼠开始,我们用GFP标记的包膜来确认PC细胞核可以与其他细胞类型准确分离。然后,我们开发了一种基于抗体的方案,以使PC核分离更加强大,并且适用于任何基因型背景的小脑组织。核膜蛋白RanBP2的免疫荧光标记能够从C57BL/6小脑中分离PC核。通过分析PC标记的表达,核大小,和核仁数,我们证实了我们的方法提供了PC核的纯分数。为了证明其适用性,我们从脊髓小脑共济失调7型(SCA7)小鼠中分离出PC核,并鉴定了已知和新的疾病相关基因的转录变化.访问纯PC核提供了对PC生物学和病理学的见解,包括选择性神经元脆弱性的性质。
    We developed a method that utilizes fluorescent labeling of nuclear envelopes alongside cytometry sorting for the selective isolation of Purkinje cell (PC) nuclei. Beginning with SUN1 reporter mice, we GFP-tagged envelopes to confirm that PC nuclei could be accurately separated from other cell types. We then developed an antibody-based protocol to make PC nuclear isolation more robust and adaptable to cerebellar tissues of any genotypic background. Immunofluorescent labeling of the nuclear membrane protein RanBP2 enabled the isolation of PC nuclei from C57BL/6 cerebellum. By analyzing the expression of PC markers, nuclear size, and nucleoli number, we confirmed that our method delivers a pure fraction of PC nuclei. To demonstrate its applicability, we isolated PC nuclei from spinocerebellar ataxia type 7 (SCA7) mice and identified transcriptional changes in known and new disease-associated genes. Access to pure PC nuclei offers insights into PC biology and pathology, including the nature of selective neuronal vulnerability.
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  • 文章类型: Journal Article
    背景:脊髓小脑共济失调4(SCA4),1996年以成人共济失调为特征,多发性神经病,与染色体16q22.1连锁;其潜在的突变仍然难以捉摸。
    目的:探讨SCA4中整个神经轴的放射学和神经病理学异常,并寻找其突变。
    方法:三个未确诊共济失调的瑞典家庭经历了临床,神经生理学,和神经影像学检查,包括PET研究和基因调查。在四个案例中,对神经轴进行了神经病理学评估.基因检测包括短阅读全基因组测序,用ExpansionHunter从头进行短串联重复分析,和长读取测序。
    结果:SCA4的新功能包括自主神经失调,运动神经元的影响,和异常的眼球运动。我们发现了预期的证据;神经影像学显示小脑萎缩,脑干,和脊髓。[18F]FDG-PET显示脑代谢低,[11C]氟马西尼-PET降低了几个脑叶的结合,脑岛,丘脑,下丘脑,还有小脑.还发现了小脑中的Purkinje细胞和脊髓前角中的运动神经元的中度至重度损失以及后束的明显变性。核内,主要是神经元,p62和泛素阳性的包涵体稀疏,但在中枢神经系统中分布广泛。这一发现促使评估核苷酸扩增。在zink手指同源盒3基因的最后一个外显子中编码GGC扩增的聚甘氨酸延伸被鉴定为与疾病隔离,在1000个对照中未发现。
    结论:SCA4是一种由ZFHX3编码区的新型GGC扩增引起的神经退行性疾病,其范围扩大到包括自主神经失调和神经肌肉表现。
    BACKGROUND: Spinocerebellar ataxia 4 (SCA4), characterized in 1996, features adult-onset ataxia, polyneuropathy, and linkage to chromosome 16q22.1; its underlying mutation has remained elusive.
    OBJECTIVE: To explore the radiological and neuropathological abnormalities in the entire neuroaxis in SCA4 and search for its mutation.
    METHODS: Three Swedish families with undiagnosed ataxia went through clinical, neurophysiological, and neuroimaging tests, including PET studies and genetic investigations. In four cases, neuropathological assessments of the neuroaxis were performed. Genetic testing included short read whole genome sequencing, short tandem repeat analysis with ExpansionHunter de novo, and long read sequencing.
    RESULTS: Novel features for SCA4 include dysautonomia, motor neuron affection, and abnormal eye movements. We found evidence of anticipation; neuroimaging demonstrated atrophy in the cerebellum, brainstem, and spinal cord. [18F]FDG-PET demonstrated brain hypometabolism and [11C]Flumazenil-PET reduced binding in several brain lobes, insula, thalamus, hypothalamus, and cerebellum. Moderate to severe loss of Purkinje cells in the cerebellum and of motor neurons in the anterior horns of the spinal cord along with pronounced degeneration of posterior tracts was also found. Intranuclear, mainly neuronal, inclusions positive for p62 and ubiquitin were sparse but widespread in the CNS. This finding prompted assessment for nucleotide expansions. A polyglycine stretch encoding GGC expansions in the last exon of the zink finger homeobox 3 gene was identified segregating with disease and not found in 1000 controls.
    CONCLUSIONS: SCA4 is a neurodegenerative disease caused by a novel GGC expansion in the coding region of ZFHX3, and its spectrum is expanded to include dysautonomia and neuromuscular manifestations.
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  • 文章类型: Journal Article
    对于以扩展的胞嘧啶-腺嘌呤-鸟嘌呤(CAG)重复为特征的各种遗传性疾病,如脊髓小脑共济失调(SCA)亚型和亨廷顿病(HD),遗传干预目前正在不同的临床试验阶段进行测试.患者对此类干预措施的看法应包括在这些新治疗方法的进一步开发和实施中。
    深入了解SCA和HD患者对遗传干预的想法和观点。
    在这项定性研究中,参与者采用半结构化访谈技术进行访谈.讨论的主题是可能的风险和收益,和逻辑因素,如时机,位置和专业知识。使用通用主题分析对数据进行了分析。回应被编码为上级主题。
    采访了10名参与者(5名SCA和5名HD)。总的来说,参与者似乎愿意接受基因干预.重要的动机是缺乏替代的疾病修饰治疗方案,减缓疾病进展的希望,和保持当前的生活质量。在接受遗传干预之前,与会者希望进一步了解情况。Logistic因素,如给药方式和频率,医疗保健提供者的专业知识,治疗的时机对决策过程有影响。
    这项研究确定了假设,动机,以及在这些新疗法之前需要进一步关注的话题,如果证明有效,可以在临床实践中实施。结果可能有助于设计针对这些和其他罕见的遗传性运动障碍的遗传干预措施的护理途径。
    UNASSIGNED: For various genetic disorders characterized by expanded cytosine-adenine-guanine (CAG) repeats, such as spinocerebellar ataxia (SCA) subtypes and Huntington\'s disease (HD), genetic interventions are currently being tested in different clinical trial phases. The patient\'s perspective on such interventions should be included in the further development and implementation of these new treatments.
    UNASSIGNED: To obtain insight into the thoughts and perspectives of individuals with SCA and HD on genetic interventions.
    UNASSIGNED: In this qualitative study, participants were interviewed using semi-structured interview techniques. Topics discussed were possible risks and benefits, and logistic factors such as timing, location and expertise. Data were analyzed using a generic thematic analysis. Responses were coded into superordinate themes.
    UNASSIGNED: Ten participants (five with SCA and five with HD) were interviewed. In general, participants seemed to be willing to undergo genetic interventions. Important motives were the lack of alternative disease-modifying treatment options, the hope for slowing down disease progression, and preservation of current quality of life. Before undergoing genetic interventions, participants wished to be further informed. Logistic factors such as mode and frequency of administration, expertise of the healthcare provider, and timing of treatment are of influence in the decision-making process.
    UNASSIGNED: This study identified assumptions, motives, and topics that require further attention before these new therapies, if proven effective, can be implemented in clinical practice. The results may help in the design of care pathways for genetic interventions for these and other rare genetic movement disorders.
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  • 文章类型: Journal Article
    异常蛋白质的聚集是神经变性如聚谷氨酰胺(polyQ)和其他重复扩增疾病中的常见病理标志。通过在果蝇肠肠细胞中过表达ataxin3C末端polyQ扩增,我们建立了脊髓小脑性共济失调类型3(SCA3)的肠梗阻模型,并报道了核相关内体(NAEs)的新作用-将polyQ递送至核质.在这个模型中,伴随着显著增加的RAB5阳性NAEs是富含polyQ的大量核质网,异常的核包膜内陷,内质网显著减少,表明功能失调的核质运输和受损的内膜组织。始终如一,Rab5而不是Rab7RNAi进一步降低polyQ相关NAE,抑制内膜解体,缓解疾病模型。有趣的是,自噬蛋白在与polyQ相关的NAEs中富集,并发挥非经典自噬作用,因为自噬分子的遗传操作对NAEs和SCA3毒性表现出不同的影响。即,Atg1或Atg12的下调减轻,而Atg5RNAi加重果蝇肠和复眼的疾病表型。我们的发现,因此,提供新的机制见解,并强调以内体为中心的核质运输和稳态内膜分配在polyQ疾病发病机理中的基本作用。
    Aggregation of aberrant proteins is a common pathological hallmark in neurodegeneration such as polyglutamine (polyQ) and other repeat-expansion diseases. Here through overexpression of ataxin3 C-terminal polyQ expansion in Drosophila gut enterocytes, we generated an intestinal obstruction model of spinocerebellar ataxia type3 (SCA3) and reported a new role of nuclear-associated endosomes (NAEs)-the delivery of polyQ to the nucleoplasm. In this model, accompanied by the prominently increased RAB5-positive NAEs are abundant nucleoplasmic reticulum enriched with polyQ, abnormal nuclear envelope invagination, significantly reduced endoplasmic reticulum, indicating dysfunctional nucleocytoplasmic trafficking and impaired endomembrane organization. Consistently, Rab5 but not Rab7 RNAi further decreased polyQ-related NAEs, inhibited endomembrane disorganization, and alleviated disease model. Interestingly, autophagic proteins were enriched in polyQ-related NAEs and played non-canonical autophagic roles as genetic manipulation of autophagic molecules exhibited differential impacts on NAEs and SCA3 toxicity. Namely, the down-regulation of Atg1 or Atg12 mitigated while Atg5 RNAi aggravated the disease phenotypes both in Drosophila intestines and compound eyes. Our findings, therefore, provide new mechanistic insights and underscore the fundamental roles of endosome-centered nucleocytoplasmic trafficking and homeostatic endomembrane allocation in the pathogenesis of polyQ diseases.
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  • 文章类型: Journal Article
    背景:由于FGF14(SCA27B)的内含子GAA重复扩增而导致的常染色体显性脊髓小脑共济失调(ADCA)是最近的,迟发性共济失调的相对常见形式。
    目标:这里,我们的目的是:(1)调查在意大利16个三级研究中心收集的不同临床定义的晚发性共济失调疾病亚组中SCA27B的相对频率;(2)描述SCA27B患者的表型和诊断结果;(3)将意大利队列与最近研究报告的其他队列进行比较.
    方法:我们筛选了396例临床诊断为不明原因的晚发性小脑共济失调,细分为散发性小脑共济失调,ADCA,多系统萎缩小脑型。我们用SCA27B鉴定了72名新的遗传定义受试者。然后,我们分析了临床,神经生理学,64例有症状病例的影像学特征。
    结果:在我们的队列中,ADCA中SCA27B的患病率为13.4%(53/396),高达38.5%(22/57).SCA27B患者的中位发病年龄为62岁。所有有症状的个体均显示出平衡和步态受损的证据;小脑眼运动体征也很常见。31%的患者在发病时出现了偶发性表现。还报告了锥体外系特征(17%)和认知障碍(25%)。在大多数情况下(78%),脑磁共振成像显示小脑萎缩。伪纵向评估表明共济失调进展缓慢,功能损害最小。
    结论:意大利的SCA27B患者以成人起病,缓慢进行性小脑共济失调,主要是轴向受累和频繁的小脑眼运动体征。SCA27B队列在多个人群中的临床特征的高度一致性为大规模,多中心研究。
    BACKGROUND: Autosomal-dominant spinocerebellar ataxia (ADCA) due to intronic GAA repeat expansion in FGF14 (SCA27B) is a recent, relatively common form of late-onset ataxia.
    OBJECTIVE: Here, we aimed to: (1) investigate the relative frequency of SCA27B in different clinically defined disease subgroups with late-onset ataxia collected among 16 tertiary Italian centers; (2) characterize phenotype and diagnostic findings of patients with SCA27B; (3) compare the Italian cohort with other cohorts reported in recent studies.
    METHODS: We screened 396 clinically diagnosed late-onset cerebellar ataxias of unknown cause, subdivided in sporadic cerebellar ataxia, ADCA, and multisystem atrophy cerebellar type. We identified 72 new genetically defined subjects with SCA27B. Then, we analyzed the clinical, neurophysiological, and imaging features of 64 symptomatic cases.
    RESULTS: In our cohort, the prevalence of SCA27B was 13.4% (53/396) with as high as 38.5% (22/57) in ADCA. The median age of onset of SCA27B patients was 62 years. All symptomatic individuals showed evidence of impaired balance and gait; cerebellar ocular motor signs were also frequent. Episodic manifestations at onset occurred in 31% of patients. Extrapyramidal features (17%) and cognitive impairment (25%) were also reported. Brain magnetic resonance imaging showed cerebellar atrophy in most cases (78%). Pseudo-longitudinal assessments indicated slow progression of ataxia and minimal functional impairment.
    CONCLUSIONS: Patients with SCA27B in Italy present as an adult-onset, slowly progressive cerebellar ataxia with predominant axial involvement and frequent cerebellar ocular motor signs. The high consistency of clinical features in SCA27B cohorts in multiple populations paves the way toward large-scale, multicenter studies.
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  • 文章类型: Journal Article
    这项研究旨在鉴定一个90个成员家族中可能的致病基因,该家族具有多种神经退行性疾病表型的罕见组合,已知的神经退行性疾病尚未描述。我们用国际评定量表进行了身体和神经系统检查,以评估共济失调的迹象,帕金森病,和认知功能,以及七个序列的脑磁共振成像扫描。我们搜索了异常重复扩增基因座的共分离,已知脊髓小脑共济失调相关基因的致病变异,以及通过全基因组测序和连锁分析的新型罕见突变。通过Sanger测序验证了CARS基因中罕见的共分离错义突变,并通过分光光度法测定了突变CARS的氨基酰化活性。这个谱系呈现了新的迟发性核心特征,包括小脑共济失调,帕金森病,和所有九名受影响成员的锥体迹象。脑磁共振成像显示小脑/脑桥萎缩,脑桥中线线性高强度,双侧基底神经节和小脑齿状核的rCBF降低,和小脑齿状核的低强度,基底神经节,中脑红核,和黑质,所有这些都提示神经变性。全基因组测序在CARS基因中发现了一种新的致病性杂合突变(E795V),同时,在致病基因中没有任何已知的重复扩增或点突变。值得注意的是,与野生型相比,该CARS突变导致蛋白质合成中带有L-半胱氨酸的tRNACys的氨基酰化活性降低20%。所有携带杂合突变CARS(E795V)的家族成员均具有相同的帕金森病和脊髓小脑共济失调的临床表现和神经病理变化。这些发现确定了帕金森病-脊髓小脑共济失调的新发病机制,并提供了对其遗传结构的见解。
    This study aimed to identify possible pathogenic genes in a 90-member family with a rare combination of multiple neurodegenerative disease phenotypes, which has not been depicted by the known neurodegenerative disease. We performed physical and neurological examinations with International Rating Scales to assess signs of ataxia, Parkinsonism, and cognitive function, as well as brain magnetic resonance imaging scans with seven sequences. We searched for co-segregations of abnormal repeat-expansion loci, pathogenic variants in known spinocerebellar ataxia-related genes, and novel rare mutations via whole-genome sequencing and linkage analysis. A rare co-segregating missense mutation in the CARS gene was validated by Sanger sequencing and the aminoacylation activity of mutant CARS was measured by spectrophotometric assay. This pedigree presented novel late-onset core characteristics including cerebellar ataxia, Parkinsonism, and pyramidal signs in all nine affected members. Brain magnetic resonance imaging showed cerebellar/pons atrophy, pontine-midline linear hyperintensity, decreased rCBF in the bilateral basal ganglia and cerebellar dentate nucleus, and hypo-intensities of the cerebellar dentate nuclei, basal ganglia, mesencephalic red nuclei, and substantia nigra, all of which suggested neurodegeneration. Whole-genome sequencing identified a novel pathogenic heterozygous mutation (E795V) in the CARS gene, meanwhile, exhibited none of the known repeat-expansions or point mutations in pathogenic genes. Remarkably, this CARS mutation causes a 20% decrease in aminoacylation activity to charge tRNACys with L-cysteine in protein synthesis compared with that of the wild type. All family members carrying a heterozygous mutation CARS (E795V) had the same clinical manifestations and neuropathological changes of Parkinsonism and spinocerebellar-ataxia. These findings identify novel pathogenesis of Parkinsonism-spinocerebellar ataxia and provide insights into its genetic architecture.
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  • 文章类型: Journal Article
    电压门控离子通道对于维持膜电位至关重要,稳态,电信号的产生和控制通过膜的Ca2+流动。在所有离子通道中,神经元兴奋性的关键调节因子是电压门控钾通道(KV),最大的K+频道家族。由于衰老大脑中的ROS水平很高,K+通道可能受到氧化剂的影响,并且是衰老和神经变性过程中的关键。这篇综述为研究最多的神经退行性疾病中的通道病提供了新的见解,比如阿尔茨海默病,帕金森病,亨廷顿病或脊髓小脑共济失调。这些神经退行性疾病中主要受影响的KV通道是KV1、KV2.1、KV3、KV4和KV7。此外,为了预防或修复这些神经退行性疾病的发展,先前的KV通道调节剂已被提出作为治疗靶标。
    Voltage-gated ion channels are essential for membrane potential maintenance, homeostasis, electrical signal production and controlling the Ca2+ flow through the membrane. Among all ion channels, the key regulators of neuronal excitability are the voltage-gated potassium channels (KV), the largest family of K+ channels. Due to the ROS high levels in the aging brain, K+ channels might be affected by oxidative agents and be key in aging and neurodegeneration processes. This review provides new insight about channelopathies in the most studied neurodegenerative disorders, such as Alzheimer Disease, Parkinson\'s Disease, Huntington Disease or Spinocerebellar Ataxia. The main affected KV channels in these neurodegenerative diseases are the KV1, KV2.1, KV3, KV4 and KV7. Moreover, in order to prevent or repair the development of these neurodegenerative diseases, previous KV channel modulators have been proposed as therapeutic targets.
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  • 文章类型: Journal Article
    背景:共济失调评估和评级量表(SARA)是一种广泛用于评估小脑共济失调的临床量表,但对其所有项目的相关性面临一些批评。
    目的:为未来的临床试验做准备,我们分析了来自不同队列的多个polyQ脊髓小脑共济失调(SCA)中SARA及其项目的进展情况.
    方法:我们纳入了来自四个队列的SCA1,SCA2,SCA3和SCA6患者的数据(EUROSCA,RISCA,CRC-SCA,和SPATAX)共850个运营商和3431个观测值。测量SARA及其项目的纵向进展。队列,阶段和遗传效应进行了测试。我们查看了每个项目对总规模的各自贡献。通过计算各种情况下所需的样本量来评估对量表变化和项目删除影响的敏感性。
    结果:SCA1、SCA2和SCA3队列的纵向进展有显著差异,EUROSCA队列进展最快。晚期患者SCA2和SCA6进展较慢。通过共济失调的严重程度,项目对全面的贡献不相等:步态,立场,手部运动,胫骨在早期贡献最大,和手指追逐,鼻子-手指,坐在后面的阶段。很少有项目驱动对SARA变化的敏感性,但是尺度结构的变化并不能提高其在所有人群中的敏感性。
    结论:SARA及其项目的进展速度显示出不同队列和SCA的高度异质性。然而,在所有SCA或单独研究的人群中,没有项目组合可提高反应性.
    BACKGROUND: The Scale for Assessment and Rating of Ataxia (SARA) is a widely used clinical scale to assess cerebellar ataxia but faces some criticisms about the relevancy of all its items.
    OBJECTIVE: To prepare for future clinical trials, we analyzed the progression of SARA and its items in several polyQ spinocerebellar ataxias (SCA) from various cohorts.
    METHODS: We included data from patients with SCA1, SCA2, SCA3, and SCA6 from four cohorts (EUROSCA, RISCA, CRC-SCA, and SPATAX) for a total of 850 carriers and 3431 observations. Longitudinal progression of the SARA and its items was measured. Cohort, stage and genetic effects were tested. We looked at the respective contribution of each item to the total scale. Sensitivity to change of the scale and the impact of item removal was evaluated by calculating sample sizes needed in various scenarios.
    RESULTS: Longitudinal progression was significantly different between cohorts in SCA1, SCA2 and SCA3, the EUROSCA cohort having the fastest progression. Advanced-stage patients were progressing slower in SCA2 and SCA6. Items were not contributing equally to the full scale through ataxia severity: gait, stance, hand movement, and heel-shin contributed the most in the early stage, and finger-chase, nose-finger, and sitting in later stages. Few items drove the sensitivity to the change of SARA, but changes in the scale structure could not improve its sensitivity in all populations.
    CONCLUSIONS: SARA and its item\'s progression pace showed high heterogeneity across cohorts and SCAs. However, no combinations of items improved the responsiveness in all SCAs or populations taken separately.
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  • 文章类型: Journal Article
    背景:评估运动质量的传统方法依赖于主观的标准化量表和临床专业知识。这种局限性为评估脊髓小脑共济失调(SCA)患者带来了挑战,其中流动性的变化可能是微妙和多变的。我们假设机器学习分析系统可以补充传统的临床医生评估的步态测量。我们的目的是使用基于视频的步态离散度评估来比较troriluzole与安慰剂对SCA成人步态质量的影响。
    方法:SCA参与者在第3阶段进行步态评估,双盲,曲鲁唑的安慰剂对照试验(NCT03701399)。通过深度学习姿态提取算法处理视频,然后估计一种新的步态稳定性度量,姿态分散指数,量化逐帧对称性,balance,在自然和串联行走任务中的稳定性。在混合线性模型中评估曲鲁唑治疗的效果,参与者级别的分组,和按年龄调整的治疗组-就诊周互动,性别,用于共济失调评估和评级的基线修正功能量表(f-SARA),和诊断后的时间。
    结果:来自218名随机参与者,67名和56名参与者有一个串联和自然步行尝试的可解释视频,分别。在第48周,与安慰剂相比,分配给三列鲁唑的个体表现出串联行走姿势分散指数的显着改善(p=0.010){调整的相互作用系数:0.584[95%置信区间(CI)0.137至1.031]}。类似的,在自然步行评估[系数:1.198(95%CI-1.067~3.462)]中观察到无显著趋势.Further,自然步行期间较低的基线姿势离散度指数(p=0.041)与较高的后续跌倒风险显著相关[校正泊松系数:-0.356[95%CI-0.697~-0.014)].
    结论:使用这种新颖的方法,与安慰剂相比,串联步行时,曲鲁唑治疗的受试者的步态有所改善。应用于视频捕获的步态参数的机器学习可以补充SCA成人中临床医生报告的运动评估。姿态分散指数可能会在未来的研究中增强评估。审判注册-临床试验。
    NCT03701399。
    BACKGROUND: Traditional methods for assessing movement quality rely on subjective standardized scales and clinical expertise. This limitation creates challenges for assessing patients with spinocerebellar ataxia (SCA), in whom changes in mobility can be subtle and varied. We hypothesized that a machine learning analytic system might complement traditional clinician-rated measures of gait. Our objective was to use a video-based assessment of gait dispersion to compare the effects of troriluzole with placebo on gait quality in adults with SCA.
    METHODS: Participants with SCA underwent gait assessment in a phase 3, double-blind, placebo-controlled trial of troriluzole (NCT03701399). Videos were processed through a deep learning pose extraction algorithm, followed by the estimation of a novel gait stability measure, the Pose Dispersion Index, quantifying the frame-by-frame symmetry, balance, and stability during natural and tandem walk tasks. The effects of troriluzole treatment were assessed in mixed linear models, participant-level grouping, and treatment group-by-visit week interaction adjusted for age, sex, baseline modified Functional Scale for the Assessment and Rating of Ataxia (f-SARA), and time since diagnosis.
    RESULTS: From 218 randomized participants, 67 and 56 participants had interpretable videos of a tandem and natural walk attempt, respectively. At Week 48, individuals assigned to troriluzole exhibited significant (p = 0.010) improvement in tandem walk Pose Dispersion Index versus placebo {adjusted interaction coefficient: 0.584 [95% confidence interval (CI) 0.137 to 1.031]}. A similar, nonsignificant trend was observed in the natural walk assessment [coefficient: 1.198 (95% CI - 1.067 to 3.462)]. Further, lower baseline Pose Dispersion Index during the natural walk was significantly (p = 0.041) associated with a higher risk of subsequent falls [adjusted Poisson coefficient: - 0.356 [95% CI - 0.697 to - 0.014)].
    CONCLUSIONS: Using this novel approach, troriluzole-treated subjects demonstrated improvement in gait as compared to placebo for the tandem walk. Machine learning applied to video-captured gait parameters can complement clinician-reported motor assessment in adults with SCA. The Pose Dispersion Index may enhance assessment in future research. TRIAL REGISTRATION-CLINICALTRIALS.
    UNASSIGNED: NCT03701399.
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