Latent factors underlying the symptoms of adult-onset myotonic dystrophy type 1 during the clinical course.

IF 3.4 2区 医学 Q2 GENETICS & HEREDITY
Yanan Zhang, Bailey Wallace, Bo Cai, Nicholas Johnson, Emma Ciafaloni, Yedatore Swamy Venkatesh, Christina Westfield, Suzanne McDermott
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Abstract

Background: 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.

Results: 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.

Conclusions: This study identified three latent factors of S/S which accumulated during the clinical course of adult onset DM1.

成人型肌营养不良症 1 型临床病程中症状的潜在因素。
背景:1 型肌营养不良症(DM1)是一种多系统遗传性疾病,通常表现为肌张力障碍、早发白内障和肌肉无力等相关症状,但疾病的表现和发展模式却千差万别。在患有 DM1 的成年人中,有大量关于表现症状的记录。然而,人们对症状随着时间的推移而共同出现的情况却知之甚少。我们的目的是利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:在为期八年的研究期间,我们利用肌肉萎缩症监测、追踪和研究网络(MD STARnet)从美国六个地点的队列中抽取了 228 名成年发病 DM1 患者的临床记录。使用因子分析将相关的 S/S 归类为潜在因子。最终确定了三个因子。第 1 组:"面部肌无力/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 种肌肉 S/S,男性和发病年龄较大的人报告得较多。第 3 组:"肠胃不适/嗜睡 "包括 4 种非肌肉性 S/S 和手部僵硬。抽取的医疗记录显示,超过 63% 的患者患有所有三组 S/S 症状。我们还使用线性回归法研究了协变量与因子得分之间的关系。在所有三个因子中,CTG重复长度与较高的因子得分呈明显正相关:本研究发现了在成人发病 DM1 临床过程中积累的三个 S/S 潜在因子。
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来源期刊
Orphanet Journal of Rare Diseases
Orphanet Journal of Rare Diseases 医学-医学:研究与实验
CiteScore
6.30
自引率
8.10%
发文量
418
审稿时长
4-8 weeks
期刊介绍: Orphanet Journal of Rare Diseases is an open access, peer-reviewed journal that encompasses all aspects of rare diseases and orphan drugs. The journal publishes high-quality reviews on specific rare diseases. In addition, the journal may consider articles on clinical trial outcome reports, either positive or negative, and articles on public health issues in the field of rare diseases and orphan drugs. The journal does not accept case reports.
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