A Novel Digital Care Management Platform to Monitor Clinical and Subclinical Disease Activity in Multiple Sclerosis

被引:19
作者
Van Hecke, Wim [1 ,2 ]
Costers, Lars [1 ,2 ]
Descamps, Annabel [1 ]
Ribbens, Annemie [1 ]
Nagels, Guy [1 ,2 ,3 ]
Smeets, Dirk [1 ,2 ]
Sima, Diana M. [1 ,2 ]
机构
[1] Icometrix, B-3012 Leuven, Belgium
[2] Vrije Univ Brussel, AI Supported Modelling Clin Sci AIMS, B-1050 Brussels, Belgium
[3] Univ Oxford, Dept Engn, Oxford OX1 3PJ, England
关键词
multiple sclerosis; icompanion; icobrain; eHealth; digital health technology; mobile application; patient reported outcomes; magnetic resonance imaging; QUALITY-OF-LIFE; MS; BRAIN; PROGRESSION; PEOPLE; MRI;
D O I
10.3390/brainsci11091171
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In multiple sclerosis (MS), the early detection of disease activity or progression is key to inform treatment changes and could be supported by digital tools. We present a novel CE-marked and FDA-cleared digital care management platform consisting of (1) a patient phone/web application and healthcare professional portal (icompanion) including validated symptom, disability, cognition, and fatigue patient-reported outcomes; and (2) clinical brain magnetic resonance imaging (MRI) quantifications (icobrain ms). We validate both tools using their ability to detect (sub)clinical disease activity (known-groups validity) and real-world data insights. Surveys showed that 95.6% of people with MS (PwMS) were interested in using an MS app, and 98.2% were interested in knowing about MRI changes. The icompanion measures of disability (p < 0.001) and symptoms (p = 0.005) and icobrain ms MRI parameters were sensitive to (sub)clinical differences between MS subtypes. icobrain ms also decreased intra- and inter-rater lesion count variability and increased sensitivity for detecting disease activity/progression from 24% to 76% compared to standard radiological reading. This evidence shows PwMS' interest, the digital care platform's potential to improve the detection of (sub)clinical disease activity and care management, and the feasibility of linking different digital tools into one overarching MS care pathway.
引用
收藏
页数:25
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