Parkinsonian Disorders

帕金森病
  • 文章类型: Journal Article
    黑质中纤维状α-突触核蛋白的异常积累有助于帕金森病(PD)。化学伴侣如4-苯基丁酸(4PBA)显示出神经保护潜力,但是需要高剂量。衍生品,5-苯基戊酸(5PVA),已经报道了通过减少Pael-R表达对PD的治疗潜力。本研究评估了5PVA对PD动物的疗效及其分子机制。体外研究显示5PVA对α-突触核蛋白的抗聚集能力和对接触鱼藤酮的SHSY5Y神经母细胞瘤细胞的神经保护作用。鱼藤酮在SD大鼠中诱导PD样症状,随后以100mg/kg和130mg/kg的5PVA处理。行为分析显示5PVA给药可显著改善记忆和运动活动。组织病理学研究表明,与PD组相比,5PVA处理的动物的中脑组织切片中神经元组织结构正常。mRNA研究显示,在5PVA治疗组中,各种蛋白质折叠和热休克蛋白标记的表达受到显着抑制。总之,5PVA,具有抗α-突触核蛋白的抗聚集能力,充当化学伴侣,显示出作为PD治疗候选药物的潜力。
    The abnormal accumulation of fibrillar α-synuclein in the substantia nigra contributes to Parkinson\'s disease (PD). Chemical chaperones like 4-phenyl butyric acid (4PBA) show neuroprotective potential, but high doses are required. A derivative, 5-phenyl valeric acid (5PVA), has reported therapeutic potential for PD by reducing Pael-R expression. This study assessed 5PVA\'s efficacy in PD animals and its molecular mechanism. In vitro studies revealed 5PVA\'s anti-aggregation ability against alpha-synuclein and neuroprotective effects on SHSY5Y neuroblastoma cells exposed to rotenone. PD-like symptoms were induced in SD rats with rotenone, followed by 5PVA treatment at 100 mg/kg and 130 mg/kg. Behavioral analysis showed significant improvement in memory and motor activity with 5PVA administration. Histopathological studies demonstrated normal neuronal histoarchitecture in mid-brain tissue sections of 5PVA-treated animals compared to the PD group. mRNA studies revealed significant suppression in the expression of various protein folding and heat-shock protein markers in the 5PVA-treated group. In conclusion, 5PVA, with its anti-aggregation ability against alpha-synuclein, acts as a chemical chaperone, showing potential as a therapeutic candidate for PD treatment.
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  • 文章类型: Journal Article
    目标:年龄较大的帕金森病患者,住在养老院,脆弱,多发病或同意能力受损在研究中代表性不足,限制了它的普遍性。我们旨在评估更具包容性的招聘策略。
    方法:来自英国的一个中心,我们邀请帕金森病患者参加横断面研究。在发出邮政邀请之后,还有电话提醒和其他支持,以促进参与。个人顾问提供了有关能力受损的成年人参与研究的观点的信息。对这些方法进行了评估:(i)使用来自帕金森真实世界影响评估(PRISM)研究和临床实践研究数据链(CPRD)的外部数据,英国初级保健所有病例的样本,(ii)比较有或没有密集参与的招聘人员。
    结果:我们接触了1,032名符合条件的患者,其中542人(53%)同意,477人(46%)退回问卷。PRIME-UK的性别比例(65%男性)与CPRD(61%男性)密切相关,与PRISM样本(46%)不同。PRIME参与者的平均年龄为75.9(SD8.5)岁,与CPRD和PRISM的75.3(9.5)和65.4(8.9)年相比,分别。更密集的参与增加了女性的招聘(13.3%;95%CI3.8,22.9%;P=0.005),养老院居民(6.2%;1.1,11.2%;P=0.004),诊断为非典型帕金森病的患者(13.7%;5.4,19.9%;P<0.001),以及虚弱评分较高的患者(平均评分为0.2、0.1、0.2;P<0.001)。
    结论:这些招聘策略产生了更少的偏见和更具代表性的样本,更多的包括患有更复杂的帕金森病的老年人。
    People with parkinsonism who are older, living in a care home, with frailty, multimorbidity or impaired capacity to consent are under-represented in research, limiting its generalisability. We aimed to evaluate more inclusive recruitment strategies.
    From one UK centre, we invited people with parkinsonism to participate in a cross-sectional study. Postal invitations were followed by telephone reminders and additional support to facilitate participation. Personal consultees provided information on the views regarding research participation of adults with impaired capacity. These approaches were evaluated: (i) using external data from the Parkinson\'s Real World Impact assesSMent (PRISM) study and Clinical Practice Research Datalink (CPRD), a sample of all cases in UK primary care, and (ii) comparing those recruited with or without intensive engagement.
    We approached 1,032 eligible patients, of whom 542 (53%) consented and 477 (46%) returned questionnaires. The gender ratio in PRIME-UK (65% male) closely matched CPRD (61% male), unlike in the PRISM sample (46%). Mean age of PRIME participants was 75.9 (SD 8.5) years, compared to 75.3 (9.5) and 65.4 (8.9) years for CPRD and PRISM, respectively. More intensive engagement enhanced recruitment of women (13.3%; 95% CI 3.8, 22.9%; P = 0.005), care home residents (6.2%; 1.1, 11.2%; P = 0.004), patients diagnosed with atypical parkinsonism (13.7%; 5.4, 19.9%; P < 0.001), and those with a higher frailty score (mean score 0.2, 0.1, 0.2; P < 0.001).
    These recruitment strategies resulted in a less biased and more representative sample, with greater inclusion of older people with more complex parkinsonism.
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  • 文章类型: Journal Article
    背景:步态和行动障碍是帕金森病的关键标志,在非典型帕金森病包括多系统萎缩(MSA)和进行性核上性麻痹(PSP)中尤其严重。一项初步研究表明,经过物理治疗和匹配的家庭锻炼后,帕金森病型MSA(MSA-P)患者的步态显着改善,由基于传感器的步态参数反映。在这项研究中,我们旨在调查与标准物理治疗/基于家庭的运动计划相比,以步态为中心的物理治疗(GPT)和匹配的基于家庭的运动是否会导致步态表现的更大改善(标准物理治疗,SPT)。
    方法:该方案用于评估GPT与主动对照进行SPT和匹配基于家庭的运动在实验室步态参数方面的效果,帕金森病(PD)患者的身体活动测量和临床量表,MSA-P和PSP。试验的主要结果是基于传感器的实验室步态参数,而次要结果测量包括现实世界推导的参数,临床评定量表和患者问卷。我们的目标是每个疾病组招募48名患者进入这种双盲,随机对照试验。该研究从1周的基于可穿戴传感器的身体活动监测开始。随机化后,患者每天接受2周的住院理疗,接下来是5周匹配无监督的家庭培训。在干预的最后一周重复1周的身体活动监测。
    背景:本研究,在clinicaltrials.gov(NCT04608604)注册为“非典型帕金森病的流动性:物理治疗试验(Mobility_APP)”,获得了相关中心地方委员会的伦理批准。患者的招募发生在因斯布鲁克(奥地利)的运动障碍单位,埃尔兰根(德国),洛桑(瑞士),卢森堡(卢森堡)和博尔扎诺(意大利)。该项目产生的数据将提交给同行评审的期刊,在国际大会上提出,并在审判结束时公开提供。
    背景:NCT04608604。
    BACKGROUND: Gait and mobility impairment are pivotal signs of parkinsonism, and they are particularly severe in atypical parkinsonian disorders including multiple system atrophy (MSA) and progressive supranuclear palsy (PSP). A pilot study demonstrated a significant improvement of gait in patients with MSA of parkinsonian type (MSA-P) after physiotherapy and matching home-based exercise, as reflected by sensor-based gait parameters. In this study, we aim to investigate whether a gait-focused physiotherapy (GPT) and matching home-based exercise lead to a greater improvement of gait performance compared with a standard physiotherapy/home-based exercise programme (standard physiotherapy, SPT).
    METHODS: This protocol was deployed to evaluate the effects of a GPT versus an active control undergoing SPT and matching home-based exercise with regard to laboratory gait parameters, physical activity measures and clinical scales in patients with Parkinson\'s disease (PD), MSA-P and PSP. The primary outcomes of the trial are sensor-based laboratory gait parameters, while the secondary outcome measures comprise real-world derived parameters, clinical rating scales and patient questionnaires. We aim to enrol 48 patients per disease group into this double-blind, randomised-controlled trial. The study starts with a 1 week wearable sensor-based monitoring of physical activity. After randomisation, patients undergo a 2 week daily inpatient physiotherapy, followed by 5 week matching unsupervised home-based training. A 1 week physical activity monitoring is repeated during the last week of intervention.
    BACKGROUND: This study, registered as \'Mobility in Atypical Parkinsonism: a Trial of Physiotherapy (Mobility_APP)\' at clinicaltrials.gov (NCT04608604), received ethics approval by local committees of the involved centres. The patient\'s recruitment takes place at the Movement Disorders Units of Innsbruck (Austria), Erlangen (Germany), Lausanne (Switzerland), Luxembourg (Luxembourg) and Bolzano (Italy). The data resulting from this project will be submitted to peer-reviewed journals, presented at international congresses and made publicly available at the end of the trial.
    BACKGROUND: NCT04608604.
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  • 文章类型: Journal Article
    这项研究调查了社会经济地位(SEP)-在收入和教育方面-与神经退行性疾病的死亡率之间的关联。也就是说,痴呆症,帕金森病,和运动神经元疾病(MND)。我们使用对数线性泊松回归计算了不同SEP组的年龄标准化死亡率和死亡率比率,按性别分层,年龄组,和养老院住院医师,利用2011年比利时人口普查与2011年至2016年特定原因死亡率的登记数据相关。最低教育和收入组的死亡率明显较高。最大的差异是痴呆症死亡率。收入对帕金森病死亡率有很大的负面影响,教育有积极作用。我们发现SEP和MND之间没有显着关联。我们的研究提供了支持神经变性导致的死亡率存在社会经济差异的证据。我们发现SEP和NDD死亡率之间有很强的负相关性,这在NDD之间有所不同,性别和家庭居住权。
    This study investigates the association between socioeconomic position (SEP) - in terms of income and education - and mortality from neurodegenerative diseases, that is, dementia, parkinsonism, and motor neuron diseases (MNDs). We calculated age-standardized mortality rates and mortality rate ratios using log linear Poisson regression for different SEP groups, stratified by gender, age-group, and care home residency, utilizing the 2011 Belgian census linked to register data on cause-specific mortality for 2011 to 2016. Mortality was significantly higher in the lowest educational- and income groups. The largest disparities were found in dementia mortality. Income had a strong negative effect on parkinsonism mortality, education a positive effect. We found no significant association between SEP and MND. Our study provides evidence supporting the presence of socioeconomic disparities in mortality due to neurodegeneration. We found a strong negative association between SEP and NDD mortality, which varies between NDD, gender and care home residency.
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  • 文章类型: Journal Article
    背景:多系统萎缩(MSA),进行性核上性麻痹(PSP)和皮质基底综合征(CBS)显示吞咽困难的高患病率和快速进展,这与降低生存率有关。尽管如此,胃造口术的证据基础很差,这种干预的最佳频率和结果尚不清楚。我们旨在描述这三种非典型帕金森病患者胃造口术的患病率和结局。
    方法:我们分析了PROSPECT-M-UK研究的自然史和纵向队列的数据,并从基线进行了长达60个月的随访。使用Kaplan-Meier生存曲线分析胃造口术后生存。
    结果:共339例患者(症状发作时平均年龄63.3岁,基线时的平均症状持续时间4.6年),在基线时,所有疾病组均存在>50%的吞咽困难,并且在随访期间表现出快速进展.在44例(13%)的建议中记录了胃造口术,并在21例(6.2%;MSA7,PSP11,CBS3)的总研究人群中进行了胃造口术。胃造口术后的中位生存期为24个月,而建议但未进行胃造口术的中位生存期为12个月(p=0.008)。然而,在手术或推荐时校正年龄和症状持续时间时,这并不显著.
    结论:尽管吞咽困难的患病率很高,但该队列中进行胃造口术的频率相对较低。胃造口术后的生存期比以前报道的更长,但是关于其他结果以及临床医生和患者观点的进一步数据将有助于指导这种干预在MSA中的使用,PSP和CBS。
    BACKGROUND: Multiple system atrophy (MSA), progressive supranuclear palsy (PSP) and corticobasal syndrome (CBS) show a high prevalence and rapid progression of dysphagia, which is associated with reduced survival. Despite this, the evidence base for gastrostomy is poor, and the optimal frequency and outcomes of this intervention are not known. We aimed to characterise the prevalence and outcomes of gastrostomy in patients with these three atypical parkinsonian disorders.
    METHODS: We analysed data from the natural history and longitudinal cohorts of the PROSPECT-M-UK study with up to 60 months of follow-up from baseline. Survival post-gastrostomy was analysed using Kaplan-Meier survival curves.
    RESULTS: In a total of 339 patients (mean age at symptom onset 63.3 years, mean symptom duration at baseline 4.6 years), dysphagia was present in >50% across all disease groups at baseline and showed rapid progression during follow-up. Gastrostomy was recorded as recommended in 44 (13%) and performed in 21 (6.2%; MSA 7, PSP 11, CBS 3) of the total study population. Median survival post-gastrostomy was 24 months compared with 12 months where gastrostomy was recommended but not done (p = 0.008). However, this was not significant when correcting for age and duration of symptoms at the time of procedure or recommendation.
    CONCLUSIONS: Gastrostomy was performed relatively infrequently in this cohort despite the high prevalence of dysphagia. Survival post-gastrostomy was longer than previously reported, but further data on other outcomes and clinician and patient perspectives would help to guide use of this intervention in MSA, PSP and CBS.
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  • 文章类型: Journal Article
    帕金森病-肌张力障碍-2PKDYS2是一种常染色体隐性遗传疾病,由SLC18A2中的致病性双等位基因变体引起,该变体编码囊泡单胺转运蛋白(VMAT2)。PKDYS2是一种可治疗的神经递质疾病,随着基因组技术的进步,这种疾病的诊断率显着提高。我们的报告强调了一个病例的新病理变异和MRI脑部的新发现,由背侧脑干和脑桥的正常对称信号强度组成,它证实了基因检测在评估发育迟缓儿童中的重要性,影响临床决策以提高患者预后。
    Parkinsonism-dystonia-2 PKDYS2 is an autosomal-recessive disorder, caused by pathogenic biallelic variants in SLC18A2 which encodes the vesicular monoamine transporter (VMAT2) protein. PKDYS2 is a treatable neurotransmitter disease, and the rate of diagnosis of this disorder has increased significantly with the advance of genomic technologies. Our report highlights a novel pathologic variant in one case and a novel finding on MRI Brain, consisting of a normal symmetrical signal intensity in the dorsal brainstem and pons, and it substantiates the significance of genetic testing in the evaluation of children with developmental delays, which influences clinical decisions to enhance patient outcomes.
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  • 文章类型: Journal Article
    背景:将帕金森病(PD)与进行性核上性麻痹(PSP)和多系统萎缩(MSA)区分开来是一个常见的临床问题。我们的目标是应用T1/T2加权比成像技术,基于标准的临床MRI,揭示三个大型队列中神经变性的差异。
    方法:三个队列,共有405名参与者(269名PD,44PSP,38MSA,54个控件),并进行了T1/T2加权比图像分析。在这项研究中使用了自动分割和基于图谱的ROI的组合。使用ComBat批量校正程序合并队列。
    结果:在壳核中发现了组差异(p=0.040),与PD和健康对照组相比,PSP在该区域的T1/T2加权比更高(p值分别为0.010和0.007)。使用推定T1/T2加权比进行诊断分离,在将PSP与健康对照分开方面发现了公平的表现,接收器工作特性曲线下的面积为0.701。
    结论:T1/T2加权比的不同模式,反映了潜在病理生理学的差异,是在两组之间发现的。由于T1/T2加权比可以应用于标准临床MRI序列,以进行更多的定量分析,这似乎是一个有前景的生物标志物,可用于帕金森病的临床诊断和治疗评价.
    BACKGROUND: Differentiating Parkinson\'s disease (PD) from progressive supranuclear palsy (PSP) and multiple system atrophy (MSA) is a common clinical problem. We aimed to apply the T1-/T2-weighted ratio imaging technique, based on standard clinical MRI, to reveal differences in neurodegeneration in three large cohorts.
    METHODS: Three cohorts, with a total of 405 participants (269 PD, 44 PSP, 38 MSA, 54 controls), were combined and T1/T2-weighted ratio image analyses were carried out. A combination of automatic segmentation and atlas-based ROI were used in this study. The cohorts were combined using the ComBat batch correction procedure.
    RESULTS: Group differences were found in the putamen (p = 0.040), with higher T1/T2-weighted ratio in this region in PSP compared to PD and healthy controls (p-values 0.010 and 0.007 respectively). Using putaminal T1/T2-weighted ratio for diagnostic separation, a fair performance was found in separating PSP from healthy controls, with an area under the receiver operating characteristic curve of 0.701.
    CONCLUSIONS: Different patterns of T1/T2-weighted ratio, reflecting differences in underlying pathophysiology, were found between the groups. Since T1/T2-weighted ratio can be applied to standard clinical MRI sequences to allow more quantitative analyses, this seems to be a promising biomarker for diagnostics and treatment evaluation of parkinsonian disorders for clinical trials.
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  • 文章类型: Journal Article
    同时完成认知和运动任务需要在执行过程和注意能力方面的高水平认知控制。大多数日常活动需要双重任务执行。走路的时候,例如,可能有必要使步态适应环境的障碍或简单地参与对话;所有这些活动同时涉及一种以上的能力。这种并行性能在认知或运动负荷中可能是至关重要的,特别是对于神经系统疾病的患者,如帕金森氏综合征。患者通常在同时执行两项任务时具有严重的损害,表现出注意力技能和执行功能的下降,从而导致负面结果增加。在这种情况下,对双重任务执行中涉及的组件的准确评估至关重要,提供早期的具体培训计划似乎是必不可少的。该协议的目的是评估双重任务表现中涉及的认知和运动成分,并根据生态活动创建培训计划,重点是执行和运动功能。因此,我们将使用虚拟现实来提供半沉浸式,多感官,生态,标准化,以及帕金森综合征患者康复的现实经验,考虑到其在老龄化中的高患病率以及该人群中运动和认知功能障碍的发生率。此外,我们建议整合双重任务和虚拟现实系统提供的大量不同数据,使用机器学习技术。就更好的预后指标和个性化训练而言,这些整合可能会增加治疗的可靠性。
    Completing cognitive and motor tasks simultaneously requires a high level of cognitive control in terms of executive processes and attentional abilities. Most of the daily activities require a dual-task performance. While walking, for example, it may be necessary to adapt gait to obstacles of the environment or simply participate in a conversation; all these activities involve more than one ability at the same time. This parallel performance may be critical in the cognitive or motor load, especially for patients with neurological diseases such as Parkinsonian Syndromes. Patients are often characterized by a crucial impairment in performing both tasks concurrently, showing a decrease in attention skills and executive functions, thus leading to increased negative outcomes. In this scenario, the accurate assessment of the components involved in dual-task performance is crucial, and providing an early specific training program appears to be essential. The objective of this protocol is to assess cognitive and motor components involved in dual-task performance and create a training program based on ecological activities focusing on executive and motor functions. Thus, we will employ Virtual Reality to provide semi-immersive, multisensory, ecological, standardized, and realistic experiences for rehabilitative purposes in patients with Parkinsonian Syndromes, considering its high prevalence in aging and the incidence of motor and cognitive dysfunctions in this population. Moreover, we propose to integrate the great amount of different data provided by dual-task and Virtual Reality system, using machine learning techniques. These integrations may increase the treatment\'s reliability in terms of better prognostic indexes and individualized training.
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  • 文章类型: Journal Article
    BACKGROUND: Isolated rapid eye movement (REM) sleep behavior disorder (iRBD) is one of the strongest prodromal markers of alpha-synucleinopathies. We aimed to investigate non-invasive clinical and quantitative predictors of phenoconversion from iRBD to parkinsonism.
    METHODS: We prospectively followed-up a total of 45 patients (57.8% men) for eight years. Clinical assessments, Sniffin\' Sticks Odor Identification Test, Farnsworth-Munsell 100 Hue Color Vision test, Beck Depression Inventory and Rome III Criteria for constipation were performed. Polysomnographic parameters, sleep spindles, electroencephalographic (EEG) spectral analysis, heart rate variability (HRV) were analyzed.
    RESULTS: Eight patients (17.8%) showed phenoconversion to parkinsonism after a mean duration of 3.2 ± 1 years. Odds ratio for predicting phenoconversion was highest for patients =60 years of age with anosmia and constipation -44.8 (4.5-445.7); kappa = 4.291-. Duration, frequency or density of sleep spindles failed to demonstrate significant correlations. In EEG spectral analysis, lower alpha power in occipital region during wakefulness and REM sleep was significantly correlated with phenoconversion. Slowing in EEG spectrum power, together with age =60 years, anosmia and constipation, resulted in the highest odds ratio -122.5 (9.7-1543.8); kappa = 3.051-.
    CONCLUSIONS: It is of great importance to have a world-wide perspective of phenoconversion rates from iRBD to overt neurodegeneration, since racial and geographical factors may play important modifying roles. Relatively younger age and shorter disease duration may also be confounding factors for lower rate in our study. Neurophysiological biomarkers seem to be important predictors of phenoconversion, though more research is needed to establish subtypes of iRBD with different probabilities of evolution to overt synucleinopathy.
    BACKGROUND: Estratificación del riesgo de fenoconversión al parkinsonismo en pacientes con trastorno de conducta del sueño REM aislado. Estudio de seguimiento en un centro de Turquía.
    Introducción. El trastorno aislado de la conducta del sueño con movimientos oculares rápidos (iRBD) es uno de los marcadores prodrómicos más potentes de las alfa-sinucleinopatías. Nuestro objetivo fue investigar los predictores clínicos y cuan­titativos no invasivos de la fenoconversión de iRBD a parkinsonismo. Pacientes y métodos. Se siguió prospectivamente a un total de 45 pacientes (57,8% hombres) durante ocho años del período de estudio. Se realizaron evaluaciones clínicas, la prueba de identificación de olores Sniffin’ Sticks, la prueba Farnsworth-Munsell 100 Hue Color Vision, el inventario de depresión de Beck y los criterios de Roma III para el estreñimiento. Se analizaron parámetros polisomnográficos, husos del sueño, análisis espectral electroencefalográfico (EEG) y variabilidad de la frecuencia cardíaca. Resultados. Ocho pacientes (17,8%) mostraron fenoconversión a parkinsonismo después de una duración media de seguimiento de 3,2 ± 1 año. La odds ratio para predecir la fenoconversión fue más alta para los pacientes =60 años con anosmia y estreñimiento –44,8 (4,5-445,7); kappa = 4,291–. La disminución de la potencia del espectro EEG, junto con la edad =60 años, la anosmia y el estreñimiento, dio como resultado el índice de odds más alto –122,5 (9,7-1543,8); kappa = 3,051–. Conclusiones. Es de gran importancia tener una perspectiva mundial de las tasas de fenoconversión de iRBD a neurodegeneración manifiesta, ya que los factores raciales y geográficos pueden desempeñar importantes papeles modificadores. Los biomarcadores neurofisiológicos parecen ser predictores importantes de la fenoconversión, aunque se necesita más investigación para establecer subtipos de iRBD con diferentes probabilidades de evolución hacia una sinucleinopatía manifiesta.
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  • 文章类型: Journal Article
    背景:急性左旋多巴激发试验(ALCT)是一项重要且有价值的检查,但仍存在一些不足。我们旨在基于深度相机客观评估ALCT,并筛选出最佳指标。
    方法:59名帕金森病患者完成ALCT和改善率(IR,这表明左旋多巴给药前后的值变化)运动障碍协会赞助的统一帕金森病评定量表第三部分(MDS-UPDRSIII)的修订。使用AzureKinect深度相机收集患者在OFF和ON状态下的运动特征。
    结果:MDS-UPDRSIII的IR与椅子产生的许多运动学特征的IR显着相关,手的内旋-外旋动作,手指敲击,脚趾敲击,腿部敏捷性,步态(rs=-0.277~-0.672,P<0.05)。在确定对左旋多巴具有敏感性的临床显着反应的选定特征中,发现了中等到高的判别值。特异性,曲线下面积(AUC)在50-100%的范围内,47.22%-97.22%,和0.673-0.915。所得分类器结合脚趾敲击的运动学特征显示出优异的性能,AUC为0.966(95%CI=0.922-1.000,P<0.001)。最佳临界值为21.24%,灵敏度和特异度分别为94.44%和87.18%,分别。
    结论:这项研究证明了基于从基于AzureKinect的系统得出的运动学数据来测量左旋多巴的效果并客观评估ALCT的可行性。
    BACKGROUND: The acute levodopa challenge test (ALCT) is an important and valuable examination but there are still some shortcomings with it. We aimed to objectively assess ALCT based on a depth camera and filter out the best indicators.
    METHODS: Fifty-nine individuals with parkinsonism completed ALCT and the improvement rate (IR, which indicates the change in value before and after levodopa administration) of the Movement Disorder Society-Sponsored Revision of the Unified Parkinson\'s Disease Rating Scale part III (MDS-UPDRS III) was calculated. The kinematic features of the patients\' movements in both the OFF and ON states were collected with an Azure Kinect depth camera.
    RESULTS: The IR of MDS-UPDRS III was significantly correlated with the IRs of many kinematic features for arising from a chair, pronation-supination movements of the hand, finger tapping, toe tapping, leg agility, and gait (rs =  - 0.277 ~  - 0.672, P < 0.05). Moderate to high discriminative values were found in the selected features in identifying a clinically significant response to levodopa with sensitivity, specificity, and area under the curve (AUC) in the range of 50-100%, 47.22%-97.22%, and 0.673-0.915, respectively. The resulting classifier combining kinematic features of toe tapping showed an excellent performance with an AUC of 0.966 (95% CI = 0.922-1.000, P < 0.001). The optimal cut-off value was 21.24% with sensitivity and specificity of 94.44% and 87.18%, respectively.
    CONCLUSIONS: This study demonstrated the feasibility of measuring the effect of levodopa and objectively assessing ALCT based on kinematic data derived from an Azure Kinect-based system.
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