Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA.
Division of Birth Defects and Infant Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Orphanet J Rare Dis. 2024 Nov 1;19(1):409. doi: 10.1186/s13023-024-03359-8.
Myotonic dystrophy type 1 (DM1) is a multisystem genetic disorder that classically presents with symptoms associated with myotonia, early onset cataracts, and muscular weakness, although the presentation and pattern of disease progression is quite varied. Presenting symptoms are well documented among adults with DM1. However, less is known about the co-occurrence of symptoms over time. We aimed to use factor analysis to explore the correlation pattern of signs and symptoms (S/S) that emerged during the clinical course.
Clinical records of 228 individuals with adult onset DM1 were abstracted using the Muscular Dystrophy Surveillance, Tracking, and Research Network (MD STARnet) from a six-site cohort in the United States during an eight-year study period. Factor analysis was used to group the correlated S/S into latent factors. Three factors were identified. Group 1: 'Facial Weakness/Myotonia' includes the two most common S/S, as indicated by its name. Group 2: 'Skeletal Muscle Weakness' includes eight muscular S/S and is more frequently reported by males and those with older age at onset. Group 3: 'Gastrointestinal distress/Sleepiness' includes four non-muscular S/S and hand stiffness. The abstracted medical records reported that over 63% of individuals had S/S from all three groups. Associations of covariates with factor scores were also examined using linear regression. CTG repeat length was significantly positively associated with higher factor scores for all three factors.
This study identified three latent factors of S/S which accumulated during the clinical course of adult onset DM1.
1 型肌强直性营养不良(DM1)是一种多系统遗传性疾病,其经典表现为肌强直、早发性白内障和肌肉无力相关症状,尽管其表现和疾病进展模式差异较大。成人 DM1 患者的首发症状已有详细记录。然而,关于症状随时间的共同发生情况,了解较少。我们旨在使用因子分析来探索临床过程中出现的体征和症状(S/S)的相关模式。
使用美国六个地点队列的肌肉萎缩症监测、跟踪和研究网络(MD STARnet),从美国的六个地点队列中提取了 228 名成年起病 DM1 患者的临床记录,进行了为期八年的研究。因子分析用于将相关 S/S 分组为潜在因素。确定了三个因素。第 1 组:“面部无力/肌强直”,包括两个最常见的 S/S,如其名称所示。第 2 组:“骨骼肌无力”,包括 8 个肌肉 S/S,且更多见于男性和发病年龄较大的患者。第 3 组:“胃肠道不适/嗜睡”,包括四个非肌肉 S/S 和手部僵硬。提取的病历报告说,超过 63%的个体有来自所有三个组的 S/S。还使用线性回归检查协变量与因子评分的关联。CTG 重复长度与所有三个因子的较高因子评分呈显著正相关。
本研究确定了成年起病 DM1 临床过程中累积的三个 S/S 潜在因素。