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Persistent Head Tremor Improvement in Essential Tremor Patients after Bilateral Ventral Intermediate Nucleus DBS. 双侧腹侧中间核DBS后原发性震颤患者持续性头震颤的改善。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-03 DOI: 10.1002/mdc3.70470
Maxime Munyeshyaka, Janine Hsu, Nymisha Mandava, Olivia Hogue, Camila Callegari Piccinin, Richard Rammo, Sean Nagel, Andre Machado, Hubert H Fernandez, Saar Anis
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引用次数: 0
Complementary and Integrative Medicine for the Treatment of Tourette's Syndrome. 抽动秽语综合征的补充与结合治疗。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-03 DOI: 10.1002/mdc3.70464
Tamara Pringsheim, Catherine Deans, Saar Anis, Poonam Bhatia, Kevin Black, Yildiz Degirmenci, Donald Gilbert, Andreas Hartmann, Mariam Hull, Irene Malaty, Davide Martino, Alex Medina Escobar, Pablo Mir, Christelle Nilles, Marianna Sarchioto, Jibrin Sammani Usman, Harini Sarva, Katarzyna Smilowksa, Natalia Szejko, Kinga Tomczak, Daniel van Wamelen, Yulia Worbe

Background: There is widespread interest in complementary and integrative medicine (CIM) among people with Tourette's syndrome (TS).

Objective: To perform a systematic review of evidence on the use of CIM to reduce tics and improve tic-related quality of life.

Methods: We included clinical studies of CIM in children, adolescents and adults with TS and chronic tic disorders, and assessed the change in tic severity and/or tic-related quality of life using validated scales. Risk of bias of randomized controlled trials was assessed using the risk of bias tool of the American Academy of Neurology, which classifies studies into Class I, II, III or IV based on quality criteria.

Results: 49 clinical studies and three systematic reviews were included. Most studies were rated Class IV and therefore at high risk of bias. Class I studies demonstrated efficacy of functional MRI neurofeedback, 5-Ling granule, Jingxin Zhidong formula, and Ningdong granule in reducing tic severity. Class II studies suggest efficacy of mindfulness-based intervention for tics, acupuncture combined with atlantoaxial joint bone setting therapy, and art therapy. Systematic reviews summarizing the Chinese literature on acupuncture, acupuncture with herbal medicine and massage therapy suggest greater reduction in tics compared to conventional treatments but there is low confidence in the evidence due to poor methodological quality of included studies.

Conclusions: Evidence to support the use of complementary and integrative medicine for TS is limited in methodological quality and widespread applicability. These limitations prohibit evidence-based recommendations for general use among individuals with TS.

背景:图雷特综合征(TS)患者对补充和结合医学(CIM)有广泛的兴趣。目的:对使用CIM减少抽动和改善抽动相关生活质量的证据进行系统回顾。方法:我们纳入了患有TS和慢性抽动障碍的儿童、青少年和成人的CIM临床研究,并使用经过验证的量表评估抽动严重程度和/或抽动相关生活质量的变化。随机对照试验的偏倚风险采用美国神经病学学会(American Academy of Neurology)的偏倚风险工具进行评估,该工具根据质量标准将研究分为I、II、III或IV类。结果:纳入49项临床研究和3项系统评价。大多数研究被评为IV类,因此具有高偏倚风险。一级研究证实功能性MRI神经反馈、五灵颗粒、经心止洞方、宁洞颗粒有减轻抽动严重程度的作用。II类研究表明,正念干预抽搐、针灸联合寰枢关节定骨疗法和艺术疗法的疗效。对中国针灸、中药针灸和按摩疗法文献的系统综述表明,与传统疗法相比,抽搐的减少更大,但由于纳入研究的方法学质量较差,证据的可信度较低。结论:在方法学质量和广泛适用性方面,支持使用补充和中西医结合治疗TS的证据有限。这些限制禁止基于证据的建议在TS患者中普遍使用。
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引用次数: 0
A Real-World Study on Unstable Parkinson's Disease: Levodopa Dosage Management and the Role of Nonmotor Symptoms. 不稳定帕金森病的现实世界研究:左旋多巴剂量管理和非运动症状的作用。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-01 Epub Date: 2025-06-23 DOI: 10.1002/mdc3.70188
Fabrizio Stocchi, Jaime Kulisevsky, Wolfgang H Jost

Background: Parkinson's disease (PD) is a neurodegenerative disorder associated with motor and nonmotor symptoms.

Objectives: This study assesses levodopa dose management, the therapeutic goals of clinicians, the factors that influence clinicians' choice of therapy, and the role of nonmotor symptoms using real-world evidence from Germany, Italy, and Spain.

Methods: To assess the management of unstable PD patients on levodopa-containing regimens, neurologists were asked to complete questionnaires (n = 181) and prospective electronic patient records (EPR) were collected (n = 2687). Neurologists were asked questions about their practice and approach to unstable PD patients. EPRs were completed by neurologists after each visit with patients, and the objectives of any changes to therapy were recorded.

Results: Seventy-four percent of neurologists cited "improving motor symptoms" as the main objective for increasing daily levodopa dose. This was also the main objective when starting an add-on (50%) and the main reason for selecting a new add-on therapy (29%). In comparison, reducing nonmotor symptoms, depression, and pain was rarely cited as either the main or secondary objective for a therapy selection (15%, 9%, and 9%, respectively) even when over 60% of unstable patients had pain or depression and 29% had both. When the importance of add-on therapy features was rated, "improve quality of life (QoL)" had the highest average score. Improving nonmotor symptoms, pain, and depression was among the lowest-rated therapy feature.

Conclusions: These findings suggest that improving motor symptoms is a key driver of therapeutic choice. In prioritizing motor symptoms, neurologists may unintentionally neglect nonmotor symptoms, despite most patients suffering from pain or depression.

背景:帕金森病(PD)是一种与运动和非运动症状相关的神经退行性疾病。目的:本研究评估左旋多巴剂量管理、临床医生的治疗目标、影响临床医生选择治疗的因素,以及来自德国、意大利和西班牙的非运动症状的作用。方法:为评估使用左旋多巴治疗方案的不稳定PD患者的管理,对神经科医生进行问卷调查(n = 181),并收集前瞻性电子病历(n = 2687)。神经科医生被问及他们对不稳定PD患者的做法和方法。神经科医生在每次访视患者后完成epr,并记录任何改变治疗的目的。结果:74%的神经科医生将“改善运动症状”作为增加左旋多巴日剂量的主要目标。这也是开始附加治疗的主要目的(50%),也是选择新的附加治疗的主要原因(29%)。相比之下,减少非运动症状、抑郁和疼痛很少被列为治疗选择的主要或次要目标(分别为15%、9%和9%),即使超过60%的不稳定患者有疼痛或抑郁,29%的患者两者兼有。当附加治疗特征的重要性被评估时,“改善生活质量(QoL)”的平均得分最高。改善非运动症状、疼痛和抑郁是评分最低的治疗特征。结论:这些发现表明,改善运动症状是治疗选择的关键驱动因素。在优先考虑运动症状时,神经科医生可能无意中忽视了非运动症状,尽管大多数患者患有疼痛或抑郁。
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引用次数: 0
Longitudinal Evaluation of Ataxia and Brain Structural Changes in RFC1-Related Disorder. rfc1相关疾病共济失调和脑结构改变的纵向评价。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-01 Epub Date: 2025-09-04 DOI: 10.1002/mdc3.70344
Camila C Lobo, Thiago J R Rezende, Luciana R Pimentel-Silva, Gustavo M Jarola, Nadson B S Santos, Gabriel da Silva Schmitt, Paula C A A P Matos, Fabrício D Lima, Alberto R M Martinez, Orlando G P Barsottini, José Luiz Pedroso, Wilson Marques, Marcondes C França

Background: The progression of brain damage in CANVAS/RFC1 remains unclear.

Objective: To describe longitudinal brain changes in CANVAS/RFC1.

Methods: Ten RFC1-positive patients and 10 controls underwent 3T-MRI scans 2 years apart. We analyzed cerebral gray and white matter using FreeSurfer and DTI multiatlas, the cerebellum with CerebNet, and the spinal cord with Spinal Cord Toolbox, respectively. Ataxia severity was measured with SARA. Longitudinal changes were assessed using mixed-effect models and Standardized Response Mean (SRM).

Results: CANVAS/RFC1 patients (mean disease duration: 8.5 ± 3.7 years) showed progressive atrophy in the brainstem (SRM:-3.5), left hippocampus (SRM:-2.1), right thalamus (SRM:-2.6), left cerebellar lobules VI (SRM:-1.1) and X (SRM:-0.7), and reduced spinal cord area at C1 and C2 (SRM:-0.7 each). SARA variation showed lower sensitivity (SRM:0.7).

Conclusions: Patients with CANVAS/RFC1 showed progressive, asymmetrical volume reduction of structures in the brain and spinal cord (C1 and C2), over a period of 2 years, using 3-tesla MRI.

背景:CANVAS/RFC1脑损伤的进展尚不清楚。目的:描述CANVAS/RFC1脑纵向变化。方法:10例rfc1阳性患者和10例对照组间隔2年进行3T-MRI扫描。我们分别用FreeSurfer和DTI multiatlas分析脑灰质和白质,用CerebNet分析小脑,用spinal cord Toolbox分析脊髓。用SARA测量共济失调严重程度。采用混合效应模型和标准化反应均值(SRM)评估纵向变化。结果:CANVAS/RFC1患者(平均病程8.5±3.7年)表现为脑干(SRM:-3.5)、左侧海马(SRM:-2.1)、右侧丘脑(SRM:-2.6)、左侧小脑VI (SRM:-1.1)和X (SRM:-0.7)进行性萎缩,C1和C2脊髓面积减少(SRM:各-0.7)。SARA变异敏感性较低(SRM:0.7)。结论:3-特斯拉MRI显示,CANVAS/RFC1患者在2年内表现为脑和脊髓(C1和C2)结构进行性,不对称体积缩小。
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引用次数: 0
A Case of Vertical Diplopia after Thalamic Deep Brain Stimulation for Essential Tremor. 丘脑深部脑刺激治疗特发性震颤致垂直复视1例。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-01 Epub Date: 2025-06-25 DOI: 10.1002/mdc3.70191
Rena Far, Suresh Subramaniam, Camila Aquino, Fady Girgis
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引用次数: 0
Opsoclonus-Myoclonus: Not Always Paraneoplastic. 眼阵挛-肌阵挛:并不总是副肿瘤。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-01 Epub Date: 2025-05-03 DOI: 10.1002/mdc3.70117
Fernanda Lustosa Cabral Gomez, Luiz José Malta Gaia Ferreira Júnior, Sofia Mônaco Gama, Fabiano Moulin de Moraes, Flávio Moura Rezende Filho
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引用次数: 0
Clinical Impact of Switching from Subcutaneous Apomorphine to Foslevodopa/Foscarbidopa in Advanced Parkinson's Disease: A Real-World Observational Study (FOSAPO). 晚期帕金森病患者从皮下阿波啡转向Foslevodopa/Foscarbidopa的临床影响:一项真实世界观察研究(FOSAPO)。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-01 Epub Date: 2025-07-24 DOI: 10.1002/mdc3.70254
Clément Desjardins, Quentin Salardaine, Jean-Philippe Brandel, Guillaume Baille

Background: Continuous subcutaneous foslevodopa/foscarbidopa (CSFLI) is emerging as a new treatment for advanced Parkinson's disease (APD), but its efficacy and safety as a second-line infusion therapy in patients previously treated with apomorphine remain to be clarified.

Objectives: The aim of this study was to evaluate the short-term clinical impact of switching from continuous subcutaneous apomorphine infusion (CSAI) to CSFLI in a real-world cohort.

Methods: We conducted a retrospective observational study including 14 patients with APD who transitioned from CSAI to CSFLI. Clinical assessments were performed at baseline (M0) and 3 months after the switch (M3).

Results: At M3, motor complications (Movement Disorder Society-the Unified Parkinson's Disease Rating Scale [MDS-UPDRS Part IV]) were significantly reduced, with improvements in functional scores (Part II), quality of life (Parkinson's Disease Questionnaire-8 [PDQ-8]), clinical global impression of severity (CGI-S), and neuropsychiatric inventory (NPI). No patient discontinued treatment. Two patients developed de novo apathy.

Conclusion: Switching from CSAI to CSFLI is feasible, effective, and well tolerated. Behavioral changes observed in two cases underline the need for clinical awareness when treating patients with subtle cognitive vulnerability.

背景:持续皮下foslevodopa/foscarbidopa (CSFLI)正在成为晚期帕金森病(APD)的一种新的治疗方法,但其作为二线输注治疗先前接受阿波啡治疗的患者的有效性和安全性仍有待明确。目的:本研究的目的是在现实世界队列中评估从持续皮下阿哌吗啡输注(CSAI)切换到CSFLI的短期临床影响。方法:我们进行了一项回顾性观察研究,包括14例从CSAI过渡到CSFLI的APD患者。在基线(M0)和转换后3个月(M3)进行临床评估。结果:在M3时,运动并发症(运动障碍学会-统一帕金森病评定量表[MDS-UPDRS Part IV])显著减少,功能评分(Part II)、生活质量(帕金森病问卷-8 [PDQ-8])、临床总体印象严重程度(CGI-S)和神经精神量表(NPI)均有改善。没有患者停止治疗。2例患者出现新发冷漠。结论:从CSAI转向CSFLI是可行、有效且耐受性良好的。在两个病例中观察到的行为改变强调了在治疗有微妙认知脆弱性的患者时需要临床意识。
{"title":"Clinical Impact of Switching from Subcutaneous Apomorphine to Foslevodopa/Foscarbidopa in Advanced Parkinson's Disease: A Real-World Observational Study (FOSAPO).","authors":"Clément Desjardins, Quentin Salardaine, Jean-Philippe Brandel, Guillaume Baille","doi":"10.1002/mdc3.70254","DOIUrl":"10.1002/mdc3.70254","url":null,"abstract":"<p><strong>Background: </strong>Continuous subcutaneous foslevodopa/foscarbidopa (CSFLI) is emerging as a new treatment for advanced Parkinson's disease (APD), but its efficacy and safety as a second-line infusion therapy in patients previously treated with apomorphine remain to be clarified.</p><p><strong>Objectives: </strong>The aim of this study was to evaluate the short-term clinical impact of switching from continuous subcutaneous apomorphine infusion (CSAI) to CSFLI in a real-world cohort.</p><p><strong>Methods: </strong>We conducted a retrospective observational study including 14 patients with APD who transitioned from CSAI to CSFLI. Clinical assessments were performed at baseline (M0) and 3 months after the switch (M3).</p><p><strong>Results: </strong>At M3, motor complications (Movement Disorder Society-the Unified Parkinson's Disease Rating Scale [MDS-UPDRS Part IV]) were significantly reduced, with improvements in functional scores (Part II), quality of life (Parkinson's Disease Questionnaire-8 [PDQ-8]), clinical global impression of severity (CGI-S), and neuropsychiatric inventory (NPI). No patient discontinued treatment. Two patients developed de novo apathy.</p><p><strong>Conclusion: </strong>Switching from CSAI to CSFLI is feasible, effective, and well tolerated. Behavioral changes observed in two cases underline the need for clinical awareness when treating patients with subtle cognitive vulnerability.</p>","PeriodicalId":19029,"journal":{"name":"Movement Disorders Clinical Practice","volume":" ","pages":"2330-2336"},"PeriodicalIF":2.7,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12715346/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144962110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Complex Pathway of Conventional Investigations before the Diagnosis of Functional Motor Disorders. 功能性运动障碍诊断前常规检查的复杂途径。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-01 Epub Date: 2025-09-03 DOI: 10.1002/mdc3.70340
Tommaso Ercoli, Christian Geroin, Enrico Marcuzzo, Angela Sandri, Luigi Michele Romito, Roberto Eleopra, Lucia Tesolin, Francesco de Bertoldi, Alessandra Nicoletti, Giovanni Mostile, Alessandro Padovani, Andrea Pilotto, Nicola Modugno, Enrica Olivola, Benedetta Demartini, Veronica Nisticò, Roberto Erro, Sofia Cuoco, Alessandro Tessitore, Rosa De Micco, Roberto Ceravolo, Eleonora Del Prete, Carlo Dallocchio, Carla Arbasino, Francesco Bono, Cataldo Mummolo, Marcello Esposito, Assunta Trinchillo, Giovanni Fabbrini, Gina Ferrazzano, Martina Petracca, Carla Piano, Laura Bonanni, Claudia Carrarini, Alberto Albanese, Carlo Alberto Artusi, Giovanni Defazio, Paola Caruso, Giovanna Calandra-Buonaura, Francesca Morgante, Antonio Pisani, Paolo Solla, Michele Tinazzi

Background: Functional motor disorder (FMD) is a diagnosis of inclusion based on the presence of positive signs on clinical examination, and only a few tests are validated as biomarkers for FMD identification.

Objectives: The aim of this study was to assess the relative frequency of different types of conventional instrumental investigations (such as magnetic resonance imaging/computed tomography [MRI/CT] scan, dopamine transporter single-photon emission computed tomography (DaT-SPECT), electroencephalography (EEG), neurophysiological tests, and other tests) in FMD patients before diagnosis and to identify the clinical and demographic features associated with their use.

Methods: Data were obtained from the Italian Registry of Functional Motor Disorders, a multicenter initiative involving patients with a diagnosis of clinically definite FMD. Patients were consecutively enrolled at 25 Italian centers during 2 phases. Data collection initially took place between September 2018 and August 2019, and during phase 2, between January 2020 and December 2022.

Results: Among the 853 patients included during the 2 phases of the registry, we identified 794 patients (93.1%) who underwent 1 or more categories of conventional investigations. Overall, conventional investigations were more likely to be performed in older FMD patients (Odds ratio [OR]: 1.02; P = 0.013). Interestingly, we found that more than one category of investigation was more likely to be performed in FMD patients presenting with weakness (OR: 1.85; P = 0.002) and with additional functional symptoms (OR: 1.54; P = 0.026).

Conclusions: Our findings provide novel insights into the complex diagnostic process of FMD patients. This study highlights the need to identify reliable biomarkers that may help physicians diagnose FMD earlier and carefully select the most appropriate conventional investigations.

背景:功能性运动障碍(FMD)是一种基于临床检查中出现阳性体征的诊断,只有少数测试被验证为FMD识别的生物标志物。目的:本研究的目的是评估口蹄疫患者在诊断前不同类型的常规仪器检查(如磁共振成像/计算机断层扫描,多巴胺转运体单光子发射计算机断层扫描(DaT-SPECT),脑电图(EEG),神经生理检查和其他检查)的相对频率,并确定与其使用相关的临床和人口学特征。方法:数据来自意大利功能性运动障碍登记处,这是一项多中心倡议,涉及临床确诊为口蹄疫的患者。患者在25个意大利中心连续入组,分为2个阶段。数据收集最初于2018年9月至2019年8月期间进行,第二阶段于2020年1月至2022年12月期间进行。结果:在登记的两个阶段纳入的853名患者中,我们确定了794名患者(93.1%)接受了一种或多种常规调查。总体而言,老年口蹄疫患者更有可能进行常规调查(优势比[OR]: 1.02; P = 0.013)。有趣的是,我们发现有虚弱症状(OR: 1.85; P = 0.002)和其他功能症状(OR: 1.54; P = 0.026)的口蹄疫患者更有可能进行不止一类的调查。结论:我们的发现为口蹄疫患者复杂的诊断过程提供了新的见解。这项研究强调需要确定可靠的生物标志物,以帮助医生更早地诊断口蹄疫,并仔细选择最合适的常规调查。
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引用次数: 0
A Pragmatic Approach to Sexual Health in Movement Disorders. 运动障碍患者性健康的实用方法。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-01 Epub Date: 2025-06-25 DOI: 10.1002/mdc3.70198
Justus Chun-Yu Chen, Renato P Munhoz, Anthony E Lang, Peer Briken, Christos Ganos

Background: A satisfying sexual life is essential for maintaining good quality of life and healthy relationships for all individuals, including those with movement disorders and their partners. However, its significance is often overlooked in neurological clinics.

Methods: We review the literature and draw from our own experience to offer a practical approach for assessing and managing sexual health issues in patients with movement disorders.

Results: We begin by introducing fundamental concepts of sexual medicine, emphasizing models of sexual response that offer useful frameworks for diagnostic classification and management practices. We then address the most common sexual problems and disorders, including sexual dysfunction, sexual pain disorders, sexual compulsivity, and paraphilic behaviors, and their connections to different movement disorders. Next, we discuss assessment approaches that encompass biological, psychological, and social factors related to sexual health, including investigations for structural, vascular, or hormonal causes. Brief assessment questionnaires are also discussed. In addition to specific sexual therapeutic practices and supportive psychotherapy, we cover adjustments to pharmacological treatments related to movement disorders, as well as the use of mechanical devices. We also address the need for individualized management in specific cases, such as for patients undergoing deep brain stimulation surgery.

Conclusion: Neurologists can play a key role in addressing sexual health concerns, considering the impact of both the disorder and its treatments. A comprehensive approach includes assessing biological, psychological, and sociocultural factors, with interventions like sexual therapy, supportive psychotherapy, pharmacological treatments and medical devices. Further research is needed to establish evidence-based treatments in this population.

背景:令人满意的性生活对于保持良好的生活质量和健康的人际关系至关重要,包括那些有运动障碍的人及其伴侣。然而,其重要性在神经学临床中往往被忽视。方法:我们回顾文献,并从我们自己的经验,提供一个实用的方法来评估和管理患者的性健康问题的运动障碍。结果:我们首先介绍了性医学的基本概念,强调性反应模型为诊断分类和管理实践提供了有用的框架。然后,我们讨论了最常见的性问题和障碍,包括性功能障碍、性疼痛障碍、性强迫和性反常行为,以及它们与不同运动障碍的联系。接下来,我们将讨论包括与性健康相关的生物、心理和社会因素的评估方法,包括对结构、血管或激素原因的调查。简要的评估问卷也被讨论。除了具体的性治疗实践和支持性心理治疗,我们还涵盖了与运动障碍相关的药物治疗调整,以及机械设备的使用。我们还解决了在特定情况下个性化管理的需求,例如接受深部脑刺激手术的患者。结论:神经科医生可以在解决性健康问题方面发挥关键作用,考虑到障碍及其治疗的影响。综合方法包括评估生物、心理和社会文化因素,以及性治疗、支持性心理治疗、药物治疗和医疗设备等干预措施。需要进一步研究在这一人群中建立基于证据的治疗方法。
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引用次数: 0
Micrographia in Parkinson's Disease: Automatic Recognition through Artificial Intelligence. 帕金森病的缩微症:通过人工智能的自动识别。
IF 2.7 4区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-12-01 Epub Date: 2025-07-07 DOI: 10.1002/mdc3.70208
Francesco Asci, Gaetano Saurio, Giulia Pinola, Marco Falletti, Alessandro Zampogna, Martina Patera, Francesco Fattapposta, Simone Scardapane, Antonio Suppa

Background: Parkinson's disease (PD) leads to handwriting abnormalities primarily characterized by micrographia. Whether micrographia manifests early in PD, worsens throughout the disease, and lastly responds to L-Dopa is still under scientific debate.

Objectives: We investigated the onset, progression and L-Dopa responsiveness of micrographia in PD, by applying a non-invasive and cheap tool of artificial intelligence- (AI)-based pen-and-paper handwriting analysis.

Methods: Fifty-seven PD undergoing chronic L-Dopa treatment were enrolled, including 30 early-stage (H&Y ≤ 2) and 27 mid-advanced stage (H&Y > 2) patients, alongside 25 age- and sex-matched controls. Participants completed two standardized pen-and-paper handwriting tasks in an ecological scenario. Handwriting samples were examined through clinically-based (ie, perceptual) and AI-based (ie, automatic) procedures. Both consistent (ie, average stroke size) and progressive (ie, sequential changes in stroke size) micrographia were evaluated. Receiver operating characteristic (ROC) curves were used to evaluate the accuracy of the convolutional neural network (CNN) in classifying handwriting in PD and controls.

Results: Clinically- and AI-based analysis revealed a general reduction in stroke size in PD supporting the concept of parkinsonian micrographia. Compared with perceptual analysis, AI-based analysis clarified that micrographia manifests early during the disease, progressively worsens and poorly responds to L-Dopa. The AI models achieved high accuracy in distinguishing PD patients from controls (91%), and moderate accuracy in differentiating early from mid-advanced PD (77%). Lastly, the AI model was not able to detect patients in OFF and ON states.

Conclusions: AI-based handwriting analysis is a valuable non-invasive and cheap tool for detecting and quantifying micrographia in PD, for telemedicine purposes.

背景:帕金森病(PD)导致书写异常,主要表现为微书写症。缩微症是否在帕金森病早期表现出来,在整个疾病过程中恶化,并最终对左旋多巴有反应,目前仍在科学争论中。目的:通过应用一种无创、廉价的基于人工智能(AI)的笔和纸笔迹分析工具,研究PD患者显微书写症的发病、进展和左旋多巴反应性。方法:纳入57例接受慢性左旋多巴治疗的PD患者,包括30例早期(H&Y≤2)和27例中晚期(H&Y≤2)患者,以及25例年龄和性别匹配的对照组。参与者在一个生态场景中完成了两个标准化的纸笔书写任务。笔迹样本通过基于临床(即感知)和基于人工智能(即自动)的程序进行检查。对一致性(即平均笔画大小)和进行性(即笔画大小的顺序变化)缩微症进行评估。采用受试者工作特征(ROC)曲线评价卷积神经网络(CNN)对PD组和对照组笔迹分类的准确性。结果:基于临床和人工智能的分析显示,帕金森病的脑卒中大小普遍减少,这支持了帕金森显微症的概念。与感性分析相比,基于人工智能的分析表明,缩微症在疾病早期表现出来,逐渐恶化,对左旋多巴的反应较差。AI模型在区分PD患者和对照组方面具有较高的准确性(91%),在区分早期和中晚期PD方面具有中等的准确性(77%)。最后,AI模型无法检测OFF和ON状态的患者。结论:基于人工智能的笔迹分析是一种有价值的无创、廉价的PD显微笔迹检测和定量工具,可用于远程医疗目的。
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引用次数: 0
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Movement Disorders Clinical Practice
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