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使用肌肉萎缩症监测、跟踪和研究网络(MD STARnet)的数据对儿科发病的杜氏和贝克型肌营养不良亚型进行区分。

Differentiation of Pediatric-Onset Duchenne and Becker Muscular Dystrophy Subphenotypes Using Data from the Muscular Dystrophy Surveillance Tracking and Research Network (MD STARnet).

机构信息

Department of Pediatrics, University of Arizona, Tucson, USA.

Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, USA.

出版信息

J Neuromuscul Dis. 2022;9(1):171-178. doi: 10.3233/JND-210739.

Abstract

Duchenne muscular dystrophy (DMD) and Becker muscular dystrophy (BMD) phenotypes are used to describe disease progression in affected individuals. However, considerable heterogeneity has been observed across and within these two phenotypes, suggesting a spectrum of severity rather than distinct conditions. Characterizing the phenotypes and subphenotypes aids researchers in the design of clinical studies and clinicians in providing anticipatory guidance to affected individuals and their families. Using data from the Muscular Dystrophy Surveillance, Tracking, and Research Network (MD STARnet), we used K-means cluster analysis to group phenotypically similar males with pediatric-onset dystrophinopathy. We identified four dystrophinopathy clusters: Classical BMD, Classical DMD, late ambulatory DMD, and severe DMD. The clusters that we identified align with both 'classical' and 'non-classical' dystrophinopathy described in the literature. Individuals with dystrophinopathies have heterogenous clinical presentations that cluster into phenotypically similar groups. Use of clinically-derived phenotyping may provide a clearer understanding of disease trajectories, reduce variability in study results, and prevent exclusion of certain cohorts from analysis. Findings from studying subphenotypes may ultimately improve our ability to predict disease progression.

摘要

杜氏肌营养不良症(DMD)和贝克肌营养不良症(BMD)表型用于描述受影响个体的疾病进展。然而,在这两种表型中观察到相当大的异质性,这表明存在严重程度的范围而不是不同的疾病状态。对表型和亚型进行特征描述有助于研究人员设计临床研究,并为受影响个体及其家属提供预期指导。我们使用肌肉营养不良监测、跟踪和研究网络(MD STARnet)的数据,使用 K-均值聚类分析将儿科发病的肌营养不良症男性分为表型相似的组。我们确定了四个肌营养不良症簇:经典 BMD、经典 DMD、晚期活动能力 DMD 和严重 DMD。我们确定的簇与文献中描述的“经典”和“非经典”肌营养不良症相一致。肌营养不良症患者的临床表现存在异质性,可聚类为表型相似的组。使用临床衍生的表型可能会更清楚地了解疾病轨迹,减少研究结果的变异性,并防止某些队列被排除在分析之外。对亚表型进行研究的结果最终可能会提高我们预测疾病进展的能力。

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