Tremor

震颤
  • 文章类型: Journal Article
    震颤的药物治疗可能包括β受体阻滞剂,普米酮,多巴胺能,和抗胆碱能药物,但它经常导致药物耐药性。因此,手术治疗作为这些患者的替代方案获得了相关性。我们的目标是评估放射外科丘脑切开术作为治疗震颤的有效和安全的替代方法。Pubmed(MEDLINE),Embase,WebofScience,系统搜索CochraneLibrary数据库,寻找评估放射外科丘脑切开术治疗震颤的潜在文章.我们的分析包括12项研究,545名患者,226人是女性。其中,64.6%的患者诊断为特发性震颤(ET),34.6%患有帕金森病(PD),ET和PD均为0.8%。FTM-TRS全局得分(MD-5.46;95%CI[-10.44]-[-0.47];I2=52%)和图纸(MD-1.40;95%CI[-2.03]-[-0.76];I2=93%),饮酒(MD-1.60;95%CI[-1.82]-[-1.37];I2=40%),和写作(MD-1.51;95%CI[-1.89]-[-1.13];I2=89%)成绩显示出明显较低的平均差异,有利于放射外科丘脑切开术。12%的合并比例表现为震颤不变,而38%的人表现出完全消除的震颤。不良事件包括:严重麻痹,轻微的轻瘫,构音障碍,和麻木。因此,放射外科丘脑切开术是对药物抵抗的震颤的安全选择,特别是在RF或DBS手术的高风险患者中。推荐剂量为130至150Gy是有效且耐受性良好的。然而,需要随机对照试验(RCTs)来了解组织对放射反应的不可预测性.
    Medical treatment for tremors may include beta-blockers, primidone, dopaminergic, and anticholinergic drugs but it frequently leads to pharmacoresistance. Therefore, surgical treatment gained relevance as an alternative for those patients.We aim to evaluate radiosurgical thalamotomy as an effective and safe alternative to manage tremors. Pubmed (MEDLINE), Embase, Web of Science, and the Cochrane Library databases were systematically searched for potential articles that evaluated radiosurgical thalamotomy for the management of tremor. Our analysis included 12 studies with 545 patients, 226 of whom were female. Of these, 64.6% of patients were diagnosed with essential tremor (ET), 34.6% with Parkinson\'s disease (PD), and 0.8% with both ET and PD. The FTM-TRS global score (MD -5.46; 95% CI [-10.44]-[-0.47]; I2 = 52%) and the drawing (MD -1.40; 95% CI [-2.03]-[-0.76]; I2 = 93%), drinking (MD -1.60; 95% CI [-1.82]-[-1.37]; I2 = 40%), and writing (MD -1.51; 95% CI [-1.89]-[-1.13]; I2 = 89%) grades showed significantly lower mean differences, favoring radiosurgical thalamotomy. A pooled proportion of 12% presented with tremor unchanged, while 38% presented with total elimination of tremor. Adverse events included: major paresis, minor paresis, dysarthria, and numbness. Thus, radiosurgical thalamotomy is a safe alternative for tremors resistant to medication, particularly in high-risk patients for RF or DBS procedures. The recommended dose of 130 to 150 Gy is effective and well-tolerated. However, randomized controlled trials (RCTs) are needed to understand the unpredictability of tissue response to radiation.
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  • 文章类型: Journal Article
    原发性震颤(ET)和帕金森氏病(PD)是以震颤为主要症状的衰弱性神经退行性疾病,显著影响患者生活质量。磁共振引导聚焦超声(MRgFUS)丘脑切开术是一种创新的治疗方法,用于治疗单侧医学难治性震颤,与传统的外科手术相比,不良反应更少。最近的CE批准允许适当的患者进行第二侧治疗。
    本系统评价的目的是分析当前有关使用MRgFUS治疗双侧ET和PD相关震颤的知识,确定与双边治疗相关的有效性和风险。
    通过搜索2014年5月至2024年1月在PubMed和Scopus数据库中已发表的研究,以及通过确定在clinicaltrials.gov网站上注册的正在进行的研究,确定了符合条件的研究。通过考虑以下信息主题来总结数据:涉及的患者数量,选定的病变目标,用于评估临床变化的评估工具,观察到的改善,报道的副作用,和两次治疗之间的时间间隔。该研究在PROSPERO注册(ID:CRD42024513178)。
    九项研究符合本次审查的条件,7用于ET和2用于PD。涉及的人群包括不同数量的患者,ET为1至11名受试者,PD为10至15名受试者。主要病变目标是丘脑腹侧中间核,苍白丘脑和小脑丘脑两侧。所有研究都通过震颤临床评定量表(CRST)调查了ET患者的震颤缓解情况,并通过帕金森病患者的统一帕金森病评定量表(UPDRS)。观察到不同程度的改善,所有患者对双侧治疗表示总体满意。不良事件是轻度和短暂的,主要涉及步态障碍,构音障碍,和共济失调.无法识别两次连续治疗的标准化方案;通常,第二次治疗的时间至少延迟6个月.
    现有证据支持分期双侧MRgFUS治疗ET和PD相关震颤的有效性和安全性。
    UNASSIGNED: Essential tremor (ET) and Parkinson\'s Disease (PD) are debilitating neurodegenerative disorders characterized by tremor as a predominant symptom, significantly impacting patients\' quality of life. Magnetic Resonance-guided Focused Ultrasound (MRgFUS) Thalamotomy is an innovative therapeutic option for the treatment of unilateral medically refractory tremor with fewer adverse effects compared to traditional surgical interventions. A recent CE approval allows appropriate patients to have their second side treated.
    UNASSIGNED: The objective of this systematic review was to analyze available current knowledge about the use of MRgFUS for the treatment of bilateral ET and PD related tremor, to identify the effectiveness and the risks associated with bilateral treatment.
    UNASSIGNED: Eligible studies were identified by searching published studies in PubMed and Scopus databases from May 2014 to January 2024 and by identifying ongoing studies registered on the clinicaltrials.gov website. Data were summarized by considering the following information topics: the number of patients involved, the selected lesion target, the assessment tool used to evaluate clinical changes, the observed improvement, the reported side effects, and the time interval between the two treatments. The study was registered in PROSPERO (ID: CRD42024513178).
    UNASSIGNED: Nine studies were eligible for this review, 7 for ET and 2 for PD. The involved population included a variable number of patients, ranging from 1 to 11 subjects for ET and from 10 to 15 subjects for PD. The main lesional targets were the ventral intermediate nucleus of the thalamus, the pallidothalamic tract and the cerebellothalamic tract bilaterally. All studies investigated the tremor relief through the Clinical Rating Scale for Tremor (CRST) in patients with ET, and through the Unified Parkinson\'s Disease Rating Scale (UPDRS) in patients with PD. A variable degree of improvement was observed, with all patients expressing overall satisfaction with the bilateral treatment. Adverse events were mild and transient, primarily involving gait disturbances, dysarthria, and ataxia. A standardized protocol for administering the two consecutive treatments was not identifiable; typically, the timing of the second treatment was delayed by at least 6 months.
    UNASSIGNED: Available evidence supports the effectiveness and safety of staged bilateral MRgFUS treatments for ET and PD-related tremor.
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  • 文章类型: Case Reports
    本病例报告重点介绍了在资源有限的环境中诊断MSA-C所面临的挑战。像“热十字bun”标志这样的MRI发现可能是支持性的,但是无法使用种子扩增测定等高级工具可能会延迟诊断。早期诊断对于正确的症状管理至关重要。
    多系统萎缩是一种罕见的影响锥体的神经退行性疾病,自主性,黑质纹状体,和小脑。在进行性运动或自主神经功能障碍的成年人中,应考虑多系统萎缩。临床表现因系统而异,包括运动迟缓,震颤,刚性,小脑共济失调,和自主神经故障。根据最初的主要表现,多系统萎缩分为帕金森病(MSA-P)和小脑(MSA-C)。我们的病人逐渐失去平衡,刚性,含糊不清的讲话,窒息的情节,失去了4年的早晨肿胀,提示自主神经和小脑受累。经过4年的初步表现,他被诊断为MSA,并结合了磁共振成像发现和临床表现。在这种资源有限的区域中诊断多系统萎缩是具有挑战性的。种子应用测试和生物标志物的不可用性显着影响了延迟诊断。
    UNASSIGNED: This case report highlights the challenges of diagnosing MSA-C in resource-limited settings. MRI findings like the \"hot cross bun\" sign can be supportive, but the unavailability of advanced tools like seed amplification assay may delay diagnosis. Early diagnosis is crucial for proper symptom management.
    UNASSIGNED: Multiple system atrophy is a rare neurodegenerative disorder affecting the pyramidal, autonomic, nigrostriatal, and cerebellar tracts. Multisystem atrophy should be considered in adults with progressive motor or autonomic dysfunctions. Clinical manifestations vary depending on the system, including bradykinesia, tremor, rigidity, cerebellar ataxia, and autonomic failure. Depending on the initial predominant manifestation, multisystem atrophy is classified as Parkinsonian (MSA-P) and cerebellar (MSA-C). Our patient presented with progressive loss of balance, rigidity, slurred speech, choking episodes, and loss of morning tumescence for 4 years, suggesting autonomic and cerebellar involvement. He was diagnosed with MSA after 4 years of initial presentation with combinations of magnetic resonant imaging findings and clinical manifestations. Diagnosing multiple system atrophy in such resource-limited areas is challenging. The unavailability of seed application tests and biomarkers significantly affected the delayed diagnosis.
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  • 文章类型: Journal Article
    在聚焦超声(COGNIFUS)研究中,我们检查了接受MRgFUS丘脑切开术的患者的6个月认知结局.这项研究认可了该手术在认知功能方面的安全性,与其他方面不同,在手术期间无法实时评估。COGNIFUS第2部分研究的目的是调查MRgFUS患者在1年内的认知轨迹,以确认长期的安全性和满意度。
    我们前瞻性评估了原发性震颤(ET)或帕金森病(PD)相关性震颤患者在治疗后1年随访时的认知和神经行为特征。
    样本由50名患者组成(男性76%;平均年龄±SD69.0±8.56;平均疾病持续时间±SD12.13±12.59;ET28,PD22名患者)。在1年的随访评估中,焦虑和情绪感觉显着改善(汉密尔顿焦虑量表5.66±5.02vs.2.69±3.76,p≤<0.001;贝克抑郁量表Ⅱ评分3.74±3.80对比1.80±2.78,p=0.001),记忆域(Rey听觉言语学习测试,立即召回31.76±7.60vs.35.38±7.72,p=0.001,延迟召回得分5.57±20.75与6.41±2.48),额叶功能(正面评估电池评分14.24±3.04vs.15.16±2.74)和生活质量(原发性震颤问卷中的生活质量35.00±12.08vs.9.03±10.64,p≤0.001和PD问卷-87.86±3.10vs.3.09±2.29,p≤0.001)。
    我们的研究支持MRgFUS治疗ET和PD的长期疗效和认知安全性。
    UNASSIGNED: In the COGNitive in Focused UltraSound (COGNIFUS) study, we examined the 6-month cognitive outcomes of patients undergoing MRgFUS thalamotomy. This study endorsed the safety profile of the procedure in terms of cognitive functions that cannot be evaluated in real-time during the procedure unlike other aspects. The aim of the COGNIFUS Part 2 study was to investigate the cognitive trajectory of MRgFUS patients over a 1-year period, in order to confirm long-term safety and satisfaction.
    UNASSIGNED: We prospectively evaluated the cognitive and neurobehavioral profile of patients with essential tremor (ET) or Parkinson\'s Disease (PD) related tremor undergoing MRgFUS thalamotomy at 1 year-follow-up following the treatment.
    UNASSIGNED: The sample consists of 50 patients (male 76%; mean age ± SD 69.0 ± 8.56; mean disease duration ± SD 12.13 ± 12.59; ET 28, PD 22 patients). A significant improvement was detected at the 1 year-follow-up assessment in anxiety and mood feelings (Hamilton Anxiety rating scale 5.66 ± 5.02 vs. 2.69 ± 3.76, p ≤ <0.001; Beck depression Inventory II score 3.74 ± 3.80 vs. 1.80 ± 2.78, p = 0.001), memory domains (Rey Auditory Verbal Learning Test, immediate recall 31.76 ± 7.60 vs. 35.38 ± 7.72, p = 0.001 and delayed recall scores 5.57 ± 2 0.75 vs. 6.41 ± 2.48), frontal functions (Frontal Assessment Battery score 14.24 ± 3.04 vs. 15.16 ± 2.74) and in quality of life (Quality of life in Essential Tremor Questionnaire 35.00 ± 12.08 vs. 9.03 ± 10.64, p ≤ 0.001 and PD Questionnaire -8 7.86 ± 3.10 vs. 3.09 ± 2.29, p ≤ 0.001).
    UNASSIGNED: Our study supports the long-term efficacy and cognitive safety of MRgFUS treatment for ET and PD.
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  • 文章类型: Journal Article
    患有运动障碍的患者,如生活在偏远和服务不足地区的帕金森氏病(PD),通常只能有限地获得专门的医疗保健。虽然基于视频的检查的可行性和可靠性尚不清楚。这篇叙述性综述的目的是研究远程神经学评估的哪些部分在运动障碍中是可行和可靠的。临床研究表明,以视频为基础的神经学检查大部分是可行的,即使没有第三方,包括姿势和步态-如果不需要辅助装置-运动迟缓,震颤,肌张力障碍,一些眼活动部位,协调,以及总肌肉力量和感觉评估。技术问题(视频质量、互联网连接,摄像机放置)可能会影响运动迟缓和震颤评估,特别是在轻微的情况下,可能是由于他们的节奏。刚性,除非有训练有素的医疗保健专业人员在场,否则无法远程执行姿势不稳定和深肌腱反射。不完全统一帕金森病评定量表(UPDRS)-III的修改版本以及缺乏刚性和拉力测试项目的相关方程可以可靠地预测总UPDRS-III。UPDRS-II,-IV,定时\"UpandGo\",非运动和生活质量量表可以远程管理,而远程运动障碍协会(MDS)-UPDRS-III需要进一步调查。总之,大部分神经学检查实际上可以在PD中进行,除了僵硬和姿势不稳定,而技术问题可能会影响轻度运动迟缓和震颤的评估。可穿戴设备的组合使用可以至少部分地补偿未来的这些挑战。
    Patients with movement disorders such as Parkinson\'s disease (PD) living in remote and underserved areas often have limited access to specialized healthcare, while the feasibility and reliability of the video-based examination remains unclear. The aim of this narrative review is to examine which parts of remote neurological assessment are feasible and reliable in movement disorders. Clinical studies have demonstrated that most parts of the video-based neurological examination are feasible, even in the absence of a third party, including stance and gait-if an assistive device is not required-bradykinesia, tremor, dystonia, some ocular mobility parts, coordination, and gross muscle power and sensation assessment. Technical issues (video quality, internet connection, camera placement) might affect bradykinesia and tremor evaluation, especially in mild cases, possibly due to their rhythmic nature. Rigidity, postural instability and deep tendon reflexes cannot be remotely performed unless a trained healthcare professional is present. A modified version of incomplete Unified Parkinson\'s Disease Rating Scale (UPDRS)-III and a related equation lacking rigidity and pull testing items can reliably predict total UPDRS-III. UPDRS-II, -IV, Timed \"Up and Go\", and non-motor and quality of life scales can be administered remotely, while the remote Movement Disorder Society (MDS)-UPDRS-III requires further investigation. In conclusion, most parts of neurological examination can be performed virtually in PD, except for rigidity and postural instability, while technical issues might affect the assessment of mild bradykinesia and tremor. The combined use of wearable devices may at least partially compensate for these challenges in the future.
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  • 文章类型: Journal Article
    背景:随着医疗保健领域技术集成的增加,重要的是要了解新兴技术在减少对医疗保健系统的需求方面可能发挥的好处。Steadiwear防振手套有望增强患有原发性震颤的人的功能能力的独立性,并减轻对医疗保健系统支持的需求。这项研究的目的是检查注册护士(RN)对Steadiwear防振手套减少社区医护人员面对面支持的潜力的看法。
    方法:11个RN,在农村社区提供护理方面经验丰富,参加了半结构化访谈,分享了他们在社区实践环境中使用Steadiwear防振手套的观点。在布劳恩和克拉克的指导下进行了主题分析。
    结果:护士描述了该技术的价值,以减少客户对日常生活活动的支持需求(例如,敷料,喂养)和日常生活的独立活动(例如,banking,运输)。
    结论:增强对该技术的访问可能会减少卫生系统对护理和个人护理支持的需求。因此,Steadiwear防振手套还显示出延迟和/或防止需要更密集的支撑和减轻过渡到长期护理设施的需要的潜力。
    BACKGROUND: With the increased integration of technologies in the healthcare sector, it is important to understand the benefits emerging technologies may play to reduce demands on the health care system. The Steadiwear antivibration glove shows promise for enhancing the independence in functional abilities for persons with essential tremors and for alleviating the need for support from the health care system. The objective of this study was to examine Registered Nurses\' (RN) perceptions of the potential for the Steadiwear antivibration glove to reduce the need for in-person support from community healthcare workers.
    METHODS: Eleven RNs, experienced in providing care in rural communities, participated in a semi-structured interview sharing their perspectives towards use of the Steadiwear antivibration glove in community practice settings. Thematic analysis guided by Braun and Clarke was undertaken.
    RESULTS: Nurses described the value of this technology to reduce client needs for support for activities of daily living (e.g., dressing, feeding) and independent activities of daily living (e.g., banking, transportation).
    CONCLUSIONS: Enhanced access to this technology may reduce the need for nursing and personal care support from the health system. Therefore the Steadiwear antivibration glove also shows potential to delay and/or prevent the need for more intensive support and mitigate the need for transition to a long-term care facility.
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  • 文章类型: Journal Article
    帕金森病(PD)是一种进行性神经系统疾病,通常以一系列运动功能障碍为特征,它的影响超越了身体异常,延伸到情绪健康和认知症状。黑质致密部(SNc)中多巴胺能神经元的丢失导致基底神经节(BG)电路功能的一系列功能障碍,表现为PD。虽然正在进行积极的研究以寻找SNc细胞死亡的根本原因,使用各种治疗技术来控制PD的症状。管理症状的最常见方法是以服用多巴胺能药物如左旋多巴的形式补充丢失的多巴胺,尽管它的长期并发症。另一种常用的PD干预是深部脑刺激(DBS)。当左旋多巴药物疗效降低时,DBS最常用,and,与左旋多巴药物联合使用,它有助于减少所需的药物剂量,延长治疗效果。当运动障碍等运动并发症作为药物副作用出现时,DBS也是首选选择。一些研究还报道,尽管发现DBS可有效抑制严重的运动症状,例如震颤和僵硬,它对认知能力有不利影响。从今以后,了解DBS缓解运动症状的确切机制很重要。DBS刺激运动症状的计算模型将为了解DBS的潜在机制提供很好的见解。and,沿着这条线,在我们目前的研究中,我们模拟了手臂到达的皮质-基底神经节回路,我们模拟了健康控制(HC)和PD症状以及DBS对PD震颤和运动迟缓的影响。我们的建模结果表明,PD震颤与theta带的相关性更高,而运动迟缓与丘脑底核(STN)神经元的局部场电位(LFP)频谱的β带更相关。当DBS电流为220pA时,130Hz,和100微秒的脉冲宽度,我们可以发现使用我们的模型使用一组参数值模拟的病理动力学的最大治疗效果.然而,确切的DBS特征因患者而异,这可以通过探索模型参数空间来进一步研究。该模型可以扩展到研究不同的DBS目标,并在将来适应认知动力学,以研究DBS对认知症状的影响,从而优化参数以产生跨模态的最佳性能效果。将DBS与康复相结合是DBS可以减轻震颤和僵硬等症状的另一个前沿领域,使患者能够参与他们的治疗。随着DBS为患者提供即时救济,DBS和康复的组合可以增强神经可塑性。将DBS与康复相结合的关键动机之一是期望即使在较温和的DBS电流下也能获得可比的运动性能结果。
    Parkinson\'s disease (PD) is a progressive neurological disorder that is typically characterized by a range of motor dysfunctions, and its impact extends beyond physical abnormalities into emotional well-being and cognitive symptoms. The loss of dopaminergic neurons in the substantia nigra pars compacta (SNc) leads to an array of dysfunctions in the functioning of the basal ganglia (BG) circuitry that manifests into PD. While active research is being carried out to find the root cause of SNc cell death, various therapeutic techniques are used to manage the symptoms of PD. The most common approach in managing the symptoms is replenishing the lost dopamine in the form of taking dopaminergic medications such as levodopa, despite its long-term complications. Another commonly used intervention for PD is deep brain stimulation (DBS). DBS is most commonly used when levodopa medication efficacy is reduced, and, in combination with levodopa medication, it helps reduce the required dosage of medication, prolonging the therapeutic effect. DBS is also a first choice option when motor complications such as dyskinesia emerge as a side effect of medication. Several studies have also reported that though DBS is found to be effective in suppressing severe motor symptoms such as tremors and rigidity, it has an adverse effect on cognitive capabilities. Henceforth, it is important to understand the exact mechanism of DBS in alleviating motor symptoms. A computational model of DBS stimulation for motor symptoms will offer great insights into understanding the mechanisms underlying DBS, and, along this line, in our current study, we modeled a cortico-basal ganglia circuitry of arm reaching, where we simulated healthy control (HC) and PD symptoms as well as the DBS effect on PD tremor and bradykinesia. Our modeling results reveal that PD tremors are more correlated with the theta band, while bradykinesia is more correlated with the beta band of the frequency spectrum of the local field potential (LFP) of the subthalamic nucleus (STN) neurons. With a DBS current of 220 pA, 130 Hz, and a 100 microsecond pulse-width, we could found the maximum therapeutic effect for the pathological dynamics simulated using our model using a set of parameter values. However, the exact DBS characteristics vary from patient to patient, and this can be further studied by exploring the model parameter space. This model can be extended to study different DBS targets and accommodate cognitive dynamics in the future to study the impact of DBS on cognitive symptoms and thereby optimize the parameters to produce optimal performance effects across modalities. Combining DBS with rehabilitation is another frontier where DBS can reduce symptoms such as tremors and rigidity, enabling patients to participate in their therapy. With DBS providing instant relief to patients, a combination of DBS and rehabilitation can enhance neural plasticity. One of the key motivations behind combining DBS with rehabilitation is to expect comparable results in motor performance even with milder DBS currents.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    脊髓小脑共济失调(SCA)表示常染色体显性小脑共济失调的扩展列表。尽管震颤是SCA临床频谱的重要方面,其患病率,现象学,和病理生理学是未知的。
    这篇评论旨在描述在不同SCA中看到的各种类型的震颤,讨论了震颤的病理生理学,以及可能的治疗方式。
    作者使用包括震颤和各种SCA在内的搜索词在PubMed上进行了文献检索。在排除重复出版物后,相关文章被纳入审查。
    虽然动作(姿势和意图)震颤最常与SCA相关,休息和其他罕见的地震也有记录。震颤的患病率和类型在不同的SCA之间有所不同。SCA12,在某些种族人群中很常见,呈现出一种独特的情况,震颤通常是主要表现。SCAs的临床表现可能与特发性震颤或帕金森病相混淆。SCA中震颤的病理生理学主要涉及小脑及其网络,尤其是小脑-丘脑-皮层回路.此外,与基底神经节的连接,和纹状体多巴胺能功能障碍可能有一定作用。震颤的医学管理通常由现象学和相关的临床特征指导。深部脑刺激手术可能有助于治疗难治性震颤。
    震颤是SCA的元素成分,不同的现象学,并强调小脑在震颤中的作用。进一步的研究将有助于描绘临床,病理生理学,和SCA中震颤的治疗方面。
    UNASSIGNED: Spinocerebellar ataxia (SCA) denotes an expanding list of autosomal dominant cerebellar ataxias. Although tremor is an important aspect of the clinical spectrum of the SCAs, its prevalence, phenomenology, and pathophysiology are unknown.
    UNASSIGNED: This review aims to describe the various types of tremors seen in the different SCAs, with a discussion on the pathophysiology of the tremors, and the possible treatment modalities.
    UNASSIGNED: The authors conducted a literature search on PubMed using search terms including tremor and the various SCAs. Relevant articles were included in the review after excluding duplicate publications.
    UNASSIGNED: While action (postural and intention) tremors are most frequently associated with SCA, rest and other rare tremors have also been documented. The prevalence and types of tremors vary among the different SCAs. SCA12, common in certain ethnic populations, presents a unique situation, where the tremor is typically the principal manifestation. Clinical manifestations of SCAs may be confused with essential tremor or Parkinson\'s disease. The pathophysiology of tremors in SCAs predominantly involves the cerebellum and its networks, especially the cerebello-thalamo-cortical circuit. Additionally, connections with the basal ganglia, and striatal dopaminergic dysfunction may have a role. Medical management of tremor is usually guided by the phenomenology and associated clinical features. Deep brain stimulation surgery may be helpful in treatment-resistant tremors.
    UNASSIGNED: Tremor is an elemental component of SCAs, with diverse phenomenology, and emphasizes the role of the cerebellum in tremor. Further studies will be useful to delineate the clinical, pathophysiological, and therapeutic aspects of tremor in SCAs.
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  • 文章类型: Journal Article
    背景:帕金森病(PD)需要早期诊断和频繁评估症状。特别是,分析手部动作对于了解疾病进展至关重要。使用深度学习(DL)的手跟踪技术的进步允许从标准化运动任务的视频记录中自动和客观地评估疾病,这是神经系统检查的基础。鉴于这种情况,这篇叙述性综述旨在描述基于视频的PD评估中用于手跟踪的DL框架的最新技术和未来前景。
    方法:对PubMed的严格搜索,WebofScience,IEEEExplorer,和Scopus,直到2023年10月使用主要关键字,如Parkinson,手跟踪,和深度学习是通过DL驱动的手跟踪框架专注于基于视频的PD评估来选择符合条件的结果::经过准确的筛选,23份出版物符合选择标准。这些研究使用了各种解决方案,从完善的姿态估计框架,比如OpenPose和MediaPipe,自定义深度架构,旨在准确跟踪手和手指的运动,并提取相关的疾病特征。然后使用估计的手跟踪数据来区分PD患者和健康个体,表征症状,如震颤和运动迟缓,或通过自动评估临床任务,如手指敲击,回归运动障碍社会统一帕金森病评定量表(MDS-UPDRS),手部动作,和旋前旋后。
    结论:DL驱动的手跟踪有望用于PD评估,提供精确的,用于早期诊断和监测的客观测量,尤其是在远程医疗场景中。然而,为了确保临床接受,标准化和验证至关重要。未来的研究应该优先考虑大型开放数据集,对患者进行严格的验证,以及对新领域的调查,例如跟踪手-手和手-物相互作用以进行日常生活任务评估。
    BACKGROUND: Parkinson\'s Disease (PD) demands early diagnosis and frequent assessment of symptoms. In particular, analysing hand movements is pivotal to understand disease progression. Advancements in hand tracking using Deep Learning (DL) allow for the automatic and objective disease evaluation from video recordings of standardised motor tasks, which are the foundation of neurological examinations. In view of this scenario, this narrative review aims to describe the state of the art and the future perspective of DL frameworks for hand tracking in video-based PD assessment.
    METHODS: A rigorous search of PubMed, Web of Science, IEEE Explorer, and Scopus until October 2023 using primary keywords such as parkinson, hand tracking, and deep learning was performed to select eligible by focusing on video-based PD assessment through DL-driven hand tracking frameworks RESULTS:: After accurate screening, 23 publications met the selection criteria. These studies used various solutions, from well-established pose estimation frameworks, like OpenPose and MediaPipe, to custom deep architectures designed to accurately track hand and finger movements and extract relevant disease features. Estimated hand tracking data were then used to differentiate PD patients from healthy individuals, characterise symptoms such as tremors and bradykinesia, or regress the Movement Disorder Society-Unified Parkinson\'s Disease Rating Scale (MDS-UPDRS) by automatically assessing clinical tasks such as finger tapping, hand movements, and pronation-supination.
    CONCLUSIONS: DL-driven hand tracking holds promise for PD assessment, offering precise, objective measurements for early diagnosis and monitoring, especially in a telemedicine scenario. However, to ensure clinical acceptance, standardisation and validation are crucial. Future research should prioritise large open datasets, rigorous validation on patients, and the investigation of new frontiers such as tracking hand-hand and hand-object interactions for daily-life tasks assessment.
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