Remote Testing Apps for Multiple Sclerosis Patients: Scoping Review of Published Articles and Systematic Search and Review of Public Smartphone Apps.

JMIR neurotechnology Pub Date : 2023-02-06 eCollection Date: 2023-01-01 DOI:10.2196/37944
Jacob B Michaud, Cameron Penny, Olivia Cull, Eric Hervet, Ludivine Chamard-Witkowski
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Abstract

Background: Many apps have been designed to remotely assess clinical status and monitor symptom evolution in persons with multiple sclerosis (MS). These may one day serve as an adjunct for in-person assessment of persons with MS, providing valuable insight into the disease course that is not well captured by cross-sectional snapshots obtained from clinic visits.

Objective: This study sought to review the current literature surrounding apps used for remote monitoring of persons with MS.

Methods: A scoping review of published articles was conducted to identify and evaluate the literature published regarding the use of apps for monitoring of persons with MS. PubMed/Medline, EMBASE, CINAHL, and Cochrane databases were searched from inception to January 2022. Cohort studies, feasibility studies, and randomized controlled trials were included in this review. All pediatric studies, single case studies, poster presentations, opinion pieces, and commentaries were excluded. Studies were assessed for risk of bias using the Scottish Intercollegiate Guidelines Network, when applicable. Key findings were grouped in categories (convergence to neurological exam, feasibility of implementation, impact of weather, and practice effect), and trends are presented. In a parallel systematic search, the Canadian Apple App Store and Google Play Store were searched to identify relevant apps that are available but have yet to be formally studied and published in peer-reviewed publications.

Results: We included 18 articles and 18 apps. Although many MS-related apps exist, only 10 apps had published literature supporting their use. Convergence between app-based testing and the neurological exam was examined in 12 articles. Most app-based tests focused on physical disability and cognition, although other domains such as ambulation, balance, visual acuity, and fatigue were also evaluated. Overall, correlations between the app versions of standardized tests and their traditional counterparts were moderate to strong. Some novel app-based tests had a stronger correlation with clinician-derived outcomes than traditional testing. App-based testing correlated well with the Multiple Sclerosis Functional Composite but less so with the Expanded Disability Status Scale; the latter correlated to a greater extent with patient quality of life questionnaire scores.

Conclusions: Although limited by a small number of included studies and study heterogeneity, the findings of this study suggest that app-based testing demonstrates adequate convergence to traditional in-person assessment and may be used as an adjunct to and perhaps in lieu of specific neurological exam metrics documented at clinic visits, particularly if the latter is not readily accessible for persons with MS.

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多发性硬化症患者远程测试应用程序:已发表文章的范围审查和公共智能手机应用程序的系统搜索和审查。
背景:许多应用程序被设计用于远程评估多发性硬化症(MS)患者的临床状态和监测症状演变。这些可能有一天会作为MS患者亲自评估的辅助手段,为临床访问中获得的横断面快照不能很好地捕获的疾病过程提供有价值的见解。目的:本研究旨在回顾目前关于ms患者远程监测应用程序的文献。方法:对已发表的文章进行范围审查,以确定和评估从建立到2022年1月PubMed/Medline、EMBASE、CINAHL和Cochrane数据库检索的关于ms患者使用应用程序监测的文献。本综述纳入了队列研究、可行性研究和随机对照试验。所有的儿科研究、单个病例研究、海报展示、观点文章和评论都被排除在外。在适用的情况下,使用苏格兰校际指南网络评估研究的偏倚风险。主要发现被分类(收敛于神经学检查,实施的可行性,天气的影响和实践效果),并提出趋势。在平行的系统搜索中,我们搜索了加拿大Apple App Store和b谷歌Play Store,以确定可用但尚未在同行评审出版物中正式研究和发布的相关应用。结果:我们纳入了18篇文章和18个应用程序。尽管存在许多与ms相关的应用程序,但只有10个应用程序发表了支持其使用的文献。在12篇文章中研究了基于应用程序的测试与神经学检查之间的融合。大多数基于应用程序的测试侧重于身体残疾和认知,尽管也评估了其他领域,如行走、平衡、视力和疲劳。总体而言,标准化测试的应用程序版本与传统版本之间的相关性从中等到强烈。与传统测试相比,一些基于应用程序的新型测试与临床结果的相关性更强。基于app的测试与多发性硬化症功能综合量表相关性良好,但与扩展残疾状态量表相关性较差;后者在更大程度上与患者生活质量问卷得分相关。结论:尽管受到少数纳入研究和研究异质性的限制,本研究的结果表明,基于应用程序的测试显示出与传统的面对面评估有足够的收敛性,可以用作辅助或替代门诊就诊时记录的特定神经学检查指标,特别是如果后者对MS患者不易获得。
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