文章摘要
帕金森病震颤患者临床特征及电生理异质性的聚类分析研究
Cluster analysis of clinical and electrophysiological heterogeneity in Parkinson 's disease patients with tremor
投稿时间:2025-06-02  修订日期:2025-06-02
DOI:
中文关键词: 帕金森病  震颤  异质性  聚类分析  亚型
英文关键词: Parkinson’s disease  tremor  heterogeneity  cluster analysis  subtypes
基金项目:
作者单位邮编
李芳菲 首都医科大学附属北京朝阳医院 100043
马凌燕 首都医科大学附属北京天坛医院 
林施暖 华中科技大学-臻络科学神经系统疾病智能数字医疗技术中心华中科技大学人工智能与自动化学院 
周立春 首都医科大学附属北京朝阳医院 
冯涛* 首都医科大学附属北京天坛医院 100070
摘要点击次数: 35
全文下载次数: 0
中文摘要:
      摘要: 目的 本研究根据临床特征及震颤的电生理特征异质性是否可以将帕金森病震颤患者进行分型。方法 应用具有震颤的帕金森病患者临床特征(包括运动症状、非运动症状、进展速度、病情分期)和肌电图震颤分析的电生理参数。基于这些临床特征及电生理参数应用K均值聚类分析的方法对220例原发性帕金森病震颤患者进行分型,K取2-10对应的轮廓系数来确定最优聚类数。 结果 可将帕金森病震颤患者聚类为2个亚型:(1)亚型1(85例):震颤进展快,左旋多巴反应好,震颤分析显示多为4-6Hz静止性震颤;(2)亚型2(135例):震颤进展慢,左旋多巴反应差,震颤分析显示多为抖动无规律。亚型间病程、运动症状分数、强直分数、震颤分数、轴性症状分数、左旋多巴等效剂量、强直/震颤分数比值、震颤的进展速度、运动症状及震颤的左旋多巴反应性、上肢静止性、姿势性、意向性、持物性震颤的频率分布及肌肉收缩形式分布存在显著性差异(P < 0.05)。 结论 帕金森病震颤患者临床特征及震颤电生理特征存在异质性。根据这种异质性可以将有震颤的帕金森病患者分为两个亚型。
英文摘要:
      Abstract: Objective To investigate whether patients with Parkinson 's disease tremor can be divided into subtypes according to the heterogeneity of clinical and electrophysiological characteristics. Methods Clinical data (including motor symptoms, non-motor symptoms, progression rate, disease stage) and electrophysiological characteristics were evaluated by the scale in patients with Parkinson 's disease tremor. Based on these clinical features and electrophysiological parameters, 220 patients with Parkinson 's disease tremor were classified by K-means cluster analysis. We used the silhouette coefficients corresponding to K ranging from 2 to 10 to determine the optimal number of clusters. Results The tremor patients with Parkinson 's disease could be divided into two subtypes: (1) Subtype 1 (85 cases): tremor progressed rapidly, levodopa response was good, electrophysiology was mostly classical tremor frequency; (2) Subtype 2 (135 cases): tremor progressed slowly, levodopa response was poor, and most of them had irregular shaking. There were significant differences in disease duration, motor symptom score, rigidity score, tremor score, axial symptom score, levodopa equivalent dose, rigidity/ tremor score ratio, rate of progression of tremor, levodopa responsiveness of tremor and motor symptoms, and the distribution of tremor muscle contraction patterns and tremor frequency in the upper limb resting, postural, intention tremor and upper limb holding state between different subtypes (P < 0.05). Conclusion The clinical and electrophysiological characteristics of tremor patients with Parkinson 's disease are heterogeneous. According to this heterogeneity, Parkinson 's disease patients with tremor can be divided into two subtypes.
View Fulltext   查看/发表评论  下载PDF阅读器
关闭