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Big data and transformative bioinformatics in genomic diagnostics and beyond.
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-03 DOI: 10.1016/j.parkreldis.2025.107311
Alice Saparov, Michael Zech

The current era of high-throughput analysis-driven research offers invaluable insights into disease etiologies, accurate diagnostics, pathogenesis, and personalized therapy. In the field of movement disorders, investigators are facing an increasing growth in the volume of produced patient-derived datasets, providing substantial opportunities for precision medicine approaches based on extensive information accessibility and advanced annotation practices. Integrating data from multiple sources, including phenomics, genomics, and multi-omics, is crucial for comprehensively understanding different types of movement disorders. Here, we explore formats and analytics of big data generated for patients with movement disorders, including strategies to meaningfully share the data for optimized patient benefit. We review computational methods that are essential to accelerate the process of evaluating the increasing amounts of specialized data collected. Based on concrete examples, we highlight how bioinformatic approaches facilitate the translation of multidimensional biological information into clinically relevant knowledge. Moreover, we outline the feasibility of computer-aided therapeutic target evaluation, and we discuss the importance of expanding the focus of big data research to understudied phenotypes such as dystonia.

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引用次数: 0
Beyond the cerebello-thalamo-cortical tract: Remote structural changes after VIM-MRgFUS in essential tremor
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-03 DOI: 10.1016/j.parkreldis.2025.107318
Jonas Krauss , Neeraj Upadhyay , Veronika Purrer , Valeri Borger , Marcel Daamen , Angelika Maurer , Carsten Schmeel , Alexander Radbruch , Ullrich Wüllner , Henning Boecker

Introduction

Essential tremor (ET) is a progressive disorder characterized by altered network connectivity between the cerebellum, thalamus, and cortical regions. Magnetic Resonance-guided Focused Ultrasound (MRgFUS) of the ventral intermediate nucleus (VIM) is an effective, minimally invasive treatment for ET. The impact of MRgFUS interventions on regional Gray Matter Volume (GMV) are as yet not well understood.

Methods

Forty-six patients with medication-resistant ET underwent unilateral VIM-MRgFUS. Voxel-based morphometry was applied to investigate GMV changes over a time span of 6 months in the whole brain and the thalamus in particular to investigate local and distant effects.

Results

Clinically, contralateral tremor significantly decreased by 68 % at 6 months following MRgFUS. In addition to local GMV decreases in thalamic nuclei (VIM, ventral lateral posterior, centromedian thalamus and pulvinar), VBM revealed remote GMV decreases in the ipsilesional insula and the anterior cingulate cortex as well as the contralesional middle occipital gyrus. Increased GMV was found in the right superior and middle temporal gyrus, as well as in the left inferior temporal gyrus. There was no significant correlation between regional GMV declines and tremor improvement. However, temporal volume increases were associated with improved motor-related functional abilities and quality of life outcomes.

Conclusion

Our findings implicate distributed structural changes following unilateral VIM-MRgFUS. Structural losses could reflect Wallerian degeneration of VIM output neurons or plasticity due to decreased sensory input following tremor improvement.
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引用次数: 0
Duration of “Good On” time per dose: Immediate-release carbidopa-levodopa vs. extended-release carbidopa-levodopa (IPX203, CREXONT®) 每次给药的“有效”时间:卡比多巴-左旋多巴速释与卡比多巴-左旋多巴缓释(IPX203, CREXONT®)
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.parkreldis.2024.107239
R.A. Hauser , H.H. Fernandez , J. Jimenez-Shahed , S. Allard , G. Banisadr , S. Fisher , R. D'Souza

Background

For Parkinson's disease patients with motor fluctuations, the duration of benefit per levodopa dose is a key metric that reflects a patient's clinical response.

Objective

Determine the difference in mean durations of “Good On” time per dose of subjects randomized to extended-release carbidopa-levodopa (ER CD-LD; IPX203; CREXONT®) vs. immediate-release (IR) CD-LD in the RISE-PD trial.

Methods

“Good On” time per dose was assessed at the end of the IR CD-LD dose adjustment phase (Visit 2/Week 3) and compared to End of Study (Visit 7/EOS) between IPX203 and IR CD-LD groups. In addition, to understand if “Good On” time per dose for IR CD-LD before conversion to IPX203 could impact the magnitude of change in “Good On” time per dose of IPX203 vs. IR CD-LD after conversion, subjects were rank-ordered and divided into quartiles based on their initial “Good On” time per dose optimized IR CD-LD values. Changes in “Good On” time per dose between IPX203 and IR CD-LD groups were then compared for each quartile from Visit 2 to EOS.

Results

IPX203 increased “Good On” time per dose compared to IR CD-LD by a mean of 1.6 h (p < 0.0001). The mean differences in “Good On” time per dose between IPX203 and IR CD-LD were 1.53h for quartile one, 1.39h for quartile two, 1.83h for quartile three, and 1.56h for quartile four (p < 0.0001 for all quartiles).

Conclusion

IPX203 significantly increased “Good On” time per dose regardless of the duration of “Good On” time per dose observed with IR CD-LD.
背景:对于运动波动的帕金森病患者,每次左旋多巴剂量的获益持续时间是反映患者临床反应的关键指标。目的:确定随机分配给卡比多巴-左旋多巴缓释片(ER CD-LD)的受试者每次剂量的平均“开启”时间的差异;IPX203;CREXONT®)与即刻释放(IR) CD-LD在RISE-PD试验中的对比。方法:在IR CD-LD剂量调整阶段(第2次访问/第3周)结束时评估每次剂量的“良好开启”时间,并与IPX203组和IR CD-LD组的研究结束(第7次访问/EOS)进行比较。此外,为了了解转换为IPX203前IR CD-LD的每剂量“良好开启”时间是否会影响转换后IPX203与IR CD-LD的每剂量“良好开启”时间的变化程度,根据受试者初始的每剂量优化IR CD-LD值的“良好开启”时间对受试者进行排序并分为四分位数。然后比较IPX203组和IR CD-LD组从第2次访问到EOS的每个四分位数之间的每次剂量“良好启动”时间的变化。结果:与IR CD-LD相比,IPX203使每次剂量的“良好启动”时间平均增加1.6 h (p)。结论:IPX203显著增加了每次剂量的“良好启动”时间,与IR CD-LD观察到的每次剂量“良好启动”时间的持续时间无关。
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引用次数: 0
A rare variant in the UQCRC1 gene, p.(Gly405Val) in three Austrian Parkinson's patients 在三名奥地利帕金森患者中发现了罕见的UQCRC1基因变异p.(Gly405Val)。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.parkreldis.2024.107250
Christof Brücke , Thomas Brücke , Walter Pirker , Alexander Zimprich

Background

Variants in the UQCRC1 gene have been proposed to cause autosomal dominant Parkinson's disease with neuropathy. However, definitive confirmation of UQCRC1 as an authentic Parkinson's gene remains elusive, as follow-up studies have not yet provided conclusive evidence.

Methods

382 Austrian Parkinson's patients, particularly selected for familial and/or early onset cases, were Exome sequenced.

Results

We found three unrelated patients with a positive family history of the disease who shared the same rare missense variant in the UQCRC1 gene: c.1214G > T; p.(Gly405Val). The variant is very rare in the control population, with an allele frequency of 2 × 10−6 in the gnomAD database. None of the three patients carries a rare variant in a monogenic Parkinson's disease gene.

Conclusion

We suggest that UQCRC1 p.(Gly405Val) probably contributes to the development of the disease in these three patients. Our findings provide further evidence that UQCRC1 is a ‘bona fide’ Parkinson's disease gene.
背景:已提出UQCRC1基因变异可导致常染色体显性帕金森病伴神经病变。然而,由于后续研究尚未提供确凿的证据,UQCRC1作为帕金森病基因的确切确认仍然难以捉摸。方法:对382例奥地利帕金森病患者,特别是家族性和/或早发病例进行外显子组测序。结果:我们发现了3例不相关且有阳性家族史的患者,他们在UQCRC1基因中具有相同的罕见错义变异:c.1214G > T;(Gly405Val页)。该变异在对照人群中非常罕见,在gnomAD数据库中等位基因频率为2 × 10-6。这三名患者都没有携带罕见的单基因帕金森病基因变异。结论:我们认为UQCRC1 p.(Gly405Val)可能参与了这3例患者的疾病发展。我们的发现进一步证明了UQCRC1是一个‘真正的’帕金森病基因。
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引用次数: 0
Commentary on “The use of hypoglycemic drugs in Parkinson's disease: An updated meta-analysis of randomized controlled trials” 对“帕金森病降糖药物的使用:随机对照试验的最新荟萃分析”的评论。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.parkreldis.2024.107247
Shubham Kumar , Ahmad Neyazi , Rachana Mehta , Ranjana Sah
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引用次数: 0
Flattened red nucleus in progressive supranuclear palsy detected by quantitative susceptibility mapping 定量敏感性图检测进行性核上性麻痹的扁平红核。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.parkreldis.2024.107251
Kazuya Kawabata , Fumihiko Banno , Yasuaki Mizutani , Toshiki Maeda , Ryunosuke Nagao , Sayuri Shima , Kazuhiro Murayama , Yoshiharu Ohno , Tetsuya Maeda , Makoto Sasaki , Akihiro Ueda , Mizuki Ito , Hirohisa Watanabe

Introduction

Progressive supranuclear palsy (PSP) involves midbrain structures, including the red nucleus (RN), an iron-rich region that appears as a high-contrast area on quantitative susceptibility mapping (QSM). RN may serve as a promising biomarker for differentiating parkinsonism. However, RN deformation in PSP remains elusive. This study aimed to evaluate RN deformation in PSP using coronal QSM images and compare them with those of Parkinson's disease (PD) and healthy controls (HC).

Methods

We evaluated the QSM images of 22 patients with PSP, 37 patients with PD, and 43 HC. We developed a grading system to assess RN deformation on coronal QSM images and classified them into three grades. The midbrain and RN volumes were extracted using distinct approaches, and their relationship with grading was investigated. For validation, coronal QSM images of 16 PSP patients from a different institution were assessed.

Results

In PSP, 59 % of the patients displayed a flattened RN of grade 3, which we termed a Rice-Grain Appearance. The volume reductions in midbrain and RN were associated with deformation. Differentiation based on the presence of this appearance yielded a specificity of 1.000 (CI: 1.000–1.000) and sensitivity of 0.591 (0.385–0.796) for distinguishing PSP from others. Secondary dataset also showed that 56 % of patients with PSP were classified as grade 3.

Conclusion

In coronal QSM images, the flattened RN shape appears to be specific to PSP compared to PD and HC and may serve as a marker to help differentiate PSP in future clinical settings.
进行性核上性麻痹(PSP)涉及中脑结构,包括红核(RN),这是一个富含铁的区域,在定量易感性制图(QSM)上显示为高对比度区域。RN可能作为一种有前景的帕金森病鉴别生物标志物。然而,PSP的RN变形仍然难以捉摸。本研究旨在利用冠状面QSM图像评估PSP的RN变形,并将其与帕金森病(PD)和健康对照(HC)进行比较。方法:对22例PSP、37例PD、43例HC的QSM图像进行评价。我们开发了一个分级系统来评估冠状QSM图像的RN变形,并将其分为三个等级。使用不同的方法提取中脑和RN体积,并研究它们与分级的关系。为了验证,我们评估了来自不同机构的16名PSP患者的冠状QSM图像。结果:在PSP中,59%的患者表现为3级扁平RN,我们称之为米粒外观。中脑和RN的体积减少与变形有关。基于这种外观的区分产生了1.000的特异性(CI: 1.000-1.000)和0.591(0.385-0.796)的敏感性。次级数据集也显示56%的PSP患者被分类为3级。结论:与PD和HC相比,冠状QSM图像中扁平的RN形状似乎是PSP的特异性特征,可以作为未来临床环境中帮助区分PSP的标志。
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引用次数: 0
Factor analysis and clustering of motor and psychiatric dimensions in idiopathic blepharospasm 特发性眼睑痉挛的运动和精神因素分析及聚类。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.parkreldis.2024.107241
Angelo F. Gigante , Mark Hallett , Hyder A. Jinnah , Alfredo Berardelli , Joel S. Perlmutter , Brian D. Berman , Joseph Jankovic , Tobias Bäumer , Cynthia Comella , Tommaso Ercoli , Daniele Belvisi , Susan H. Fox , Han-Joon Kim , Emile Sami Moukheiber , Sarah Pirio Richardson , Anne Weissbach , Antonella Muroni , Giovanni Defazio

Introduction

Idiopathic blepharospasm is a clinically heterogeneous form of focal dystonia, also associated with psychiatric symptoms. The identification of the most relevant sets of motor and psychiatric manifestations may help better understand the specific phenomenology of the condition and delineate blepharospasm subtypes more accurately.

Methods

Patients with idiopathic blepharospasm were from the Dystonia Coalition project. Factor analysis of several motor and psychiatric scales was performed to identify the relevant determinants of blepharospasm severity. The selected items were then used in a data-driven cluster analysis to subtype blepharospasm individuals.

Results

Factor analysis reduced the many variables in the motor and psychiatric scales to 13 variables distributed in four factors. When the four sets were used as clustering variables, three blepharospasm clusters were identified: cluster 1 was characterized by low levels of motor and psychiatric factors; cluster 2 showed high levels of both motor and psychiatric factors; and cluster 3 showed high levels of psychiatric factors (similar to cluster 2) but low level of motor factors (similar to that of cluster 1).

Conclusions

Factor analysis enabled the identification of key motor and psychiatric determinants of blepharospasm severity. The derived factor sets provide a streamlined tool for predicting and measuring these dimensions. This approach also facilitated more precise cluster analysis and improved recognition of clinical subtypes.
特发性眼睑痉挛是临床上不均匀的局灶性肌张力障碍,也与精神症状相关。识别最相关的运动和精神表现可能有助于更好地理解这种疾病的具体现象,并更准确地描述眼睑痉挛的亚型。方法:特发性眼睑痉挛患者来自肌张力障碍联盟项目。对几个运动和精神量表进行因素分析,以确定眼睑痉挛严重程度的相关决定因素。选择的项目然后用于数据驱动的聚类分析,以亚型眼睑痉挛个体。结果:因子分析将运动量表和精神量表中的多个变量减少到13个变量,分布在4个因素中。当这四组作为聚类变量时,确定了三个眼睑痉挛集群:集群1以低水平的运动和精神因素为特征;集群2显示高水平的运动和精神因素;第3类患者的精神因素水平较高(与第2类相似),而运动因素水平较低(与第1类相似)。结论:因子分析能够确定影响眼睑痉挛严重程度的关键运动和精神因素。衍生的因子集为预测和测量这些维度提供了一个简化的工具。这种方法也有助于更精确的聚类分析和提高临床亚型的识别。
{"title":"Factor analysis and clustering of motor and psychiatric dimensions in idiopathic blepharospasm","authors":"Angelo F. Gigante ,&nbsp;Mark Hallett ,&nbsp;Hyder A. Jinnah ,&nbsp;Alfredo Berardelli ,&nbsp;Joel S. Perlmutter ,&nbsp;Brian D. Berman ,&nbsp;Joseph Jankovic ,&nbsp;Tobias Bäumer ,&nbsp;Cynthia Comella ,&nbsp;Tommaso Ercoli ,&nbsp;Daniele Belvisi ,&nbsp;Susan H. Fox ,&nbsp;Han-Joon Kim ,&nbsp;Emile Sami Moukheiber ,&nbsp;Sarah Pirio Richardson ,&nbsp;Anne Weissbach ,&nbsp;Antonella Muroni ,&nbsp;Giovanni Defazio","doi":"10.1016/j.parkreldis.2024.107241","DOIUrl":"10.1016/j.parkreldis.2024.107241","url":null,"abstract":"<div><h3>Introduction</h3><div>Idiopathic blepharospasm is a clinically heterogeneous form of focal dystonia, also associated with psychiatric symptoms. The identification of the most relevant sets of motor and psychiatric manifestations may help better understand the specific phenomenology of the condition and delineate blepharospasm subtypes more accurately.</div></div><div><h3>Methods</h3><div>Patients with idiopathic blepharospasm were from the Dystonia Coalition project. Factor analysis of several motor and psychiatric scales was performed to identify the relevant determinants of blepharospasm severity. The selected items were then used in a data-driven cluster analysis to subtype blepharospasm individuals.</div></div><div><h3>Results</h3><div>Factor analysis reduced the many variables in the motor and psychiatric scales to 13 variables distributed in four factors. When the four sets were used as clustering variables, three blepharospasm clusters were identified: cluster 1 was characterized by low levels of motor and psychiatric factors; cluster 2 showed high levels of both motor and psychiatric factors; and cluster 3 showed high levels of psychiatric factors (similar to cluster 2) but low level of motor factors (similar to that of cluster 1).</div></div><div><h3>Conclusions</h3><div>Factor analysis enabled the identification of key motor and psychiatric determinants of blepharospasm severity. The derived factor sets provide a streamlined tool for predicting and measuring these dimensions. This approach also facilitated more precise cluster analysis and improved recognition of clinical subtypes.</div></div>","PeriodicalId":19970,"journal":{"name":"Parkinsonism & related disorders","volume":"131 ","pages":"Article 107241"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142896683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Neurological and psychiatric characterization of rapid-onset dystonia-parkinsonism over time 随着时间的推移,快速发作的肌张力障碍-帕金森病的神经学和精神病学特征。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.parkreldis.2024.107254
Ihtsham U. Haq , Eleonora Napoli , Beverly M. Snively , Marina L. Sarno , Kathleen J. Sweadner , Laurie J. Ozelius , Allison Brashear

Introduction

The onset of symptoms in Rapid-onset dystonia-parkinsonism (RDP) is typically over days to weeks and is often triggered by stressors like fever or childbirth. Limited information is available on how the motor and nonmotor symptoms evolve over the course of the disease. Our longitudinal study analyzed data from a cohort of RDP patients, documenting their symptoms across multiple visits.

Methods

We characterized the phenotypic evolution of 14 individuals positive for ATP1A3 mutations (7 females, 7 males; mean examination age = 37 years, mean age of onset = 20 years). We focused on neurologic, cognitive, and neuropsychological data collected during in-person visits (mean interval between testing = 5½ years).

Results

Initially, all participants exhibited bulbar symptoms. Headaches were noted in 50 %, seizures in 31 %, and tremors in 36 %. At follow-up, 29 % of those initially without headaches developed them, 22 % without prior seizures experienced them, and 56 % previously without tremors developed them. No improvements were seen in those with headaches; however, seizures and tremors improved in 25 % and 80 % of cases, respectively. For Burke-Fahn-Marsden Dystonia Rating Scale, Unified Parkinson's Disease Rating Scale, and International Cooperative Ataxia Rating Scale scores, improvement consisted of the reduction of the symptom. Cognitive functions improved from mildly impaired to low-average, and psychiatric evaluations indicated mild anxiety levels, slight increases in obsessive-compulsive behaviors, and decreased depression scores over time.

Conclusions

This longitudinal analysis highlights the complex evolution of RDP, demonstrating significant variability in motor function and other symptoms such as headaches, seizures, and tremors.
简介:快速发作性肌张力障碍-帕金森病(RDP)的症状通常持续数天至数周,通常由发烧或分娩等应激源引发。关于运动和非运动症状在疾病过程中如何演变的信息有限。我们的纵向研究分析了一组RDP患者的数据,记录了他们多次就诊时的症状。方法:对14例ATP1A3突变阳性个体(7例女性,7例男性;平均检查年龄37岁,平均发病年龄20岁。我们着重于在亲自访问期间收集的神经学、认知学和神经心理学数据(测试之间的平均间隔= 5年半)。结果:最初,所有参与者都表现出球茎症状。头痛占50%,癫痫发作占31%,震颤占36%。在随访中,最初没有头痛的患者中有29%出现了头痛,22%没有癫痫发作的患者出现了头痛,56%之前没有震颤的患者出现了头痛。头痛患者的情况没有改善;然而,癫痫发作和震颤分别在25%和80%的病例中得到改善。对于伯克-法恩-马斯登肌张力障碍评定量表、统一帕金森病评定量表和国际合作共济失调评定量表的评分,改善包括症状的减轻。随着时间的推移,认知功能从轻度受损改善到低平均水平,精神病学评估显示轻度焦虑水平,强迫行为轻微增加,抑郁评分下降。结论:这项纵向分析强调了RDP的复杂演变,显示了运动功能和其他症状(如头痛、癫痫发作和震颤)的显著变异性。
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引用次数: 0
Regional cerebral cholinergic vesicular transporter correlates of visual contrast sensitivity in Parkinson's disease: Implications for visual and cognitive function 区域脑胆碱能囊泡转运蛋白与帕金森病的视觉对比敏感性相关:对视觉和认知功能的影响
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.parkreldis.2024.107229
Taylor Brown , Prabesh Kanel , Alexis Griggs , Giulia Carli , Robert Vangel , Roger L. Albin , Nicolaas I. Bohnen
Visual and visual processing deficits are implicated in freezing, falling, and cognitive impairments in Parkinson's disease (PD). In particular, contrast sensitivity deficits are common and may be related to cognitive impairment in PD. While dopaminergic deficits play a role in PD-related visual dysfunction, brain cholinergic systems also modulate many aspects of visual processing. The aim of this study was to explore regional cerebral cholinergic terminal density correlates of contrast sensitivity in PD. Ninety-one PD subjects underwent contrast sensitivity testing, motor testing, cognitive testing, and brain MRI and [18F]-fluoroethoxybenzovesamicol [18F]-FEOBV PET imaging. Whole brain false discovery error-corrected (p < 0.05) correlations revealed significant associations between VAChT deficits in pericentral, limbic, and visual processing regions and contrast sensitivity performance, independent of disease duration and dopaminergic medication doses. These results suggest that brain cholinergic deficits correlate with contrast sensitivity deficits in PD. Additionally, decreased Rabin contrast sensitivity scores were associated with lower total scores in the Parkinson's Disease Cognitive Rating Scale. These findings suggest that diminished cognitive performance correlated with contrast sensitivity partly reflects underlying vulnerabilities of brain cholinergic systems.
视觉和视觉加工缺陷与帕金森病(PD)的冻结、跌倒和认知障碍有关。特别是,对比敏感性缺陷是常见的,可能与PD患者的认知障碍有关。虽然多巴胺能缺陷在pd相关的视觉功能障碍中起作用,但脑胆碱能系统也调节视觉加工的许多方面。本研究的目的是探讨局部脑胆碱能末端密度与PD对比敏感性的相关性。91例PD患者接受对比敏感度测试、运动测试、认知测试、脑MRI和[18F]-氟乙氧基苯并维酰胺[18F]-FEOBV PET成像。全脑错误发现错误纠正(p
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引用次数: 0
Insufficient effect of deep brain stimulation in a patient with KCNN2-associated myoclonus-dystonia kcnn2相关肌阵挛性肌张力障碍患者深部脑刺激效果不足。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.parkreldis.2025.107260
Martje G. Pauly , Mirja Thomsen , Vera Tadic , Hauke Busch , Christel Depienne , Katja Lohmann , Christine Klein , Norbert Brüggemann
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引用次数: 0
期刊
Parkinsonism & related disorders
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