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
相关论文
共 50 条
  • [1] Identification and management of subclinical disease activity in early multiple sclerosis: a review
    Daniel Ontaneda
    Tanuja Chitnis
    Kottil Rammohan
    Ahmed Z. Obeidat
    Journal of Neurology, 2024, 271 : 1497 - 1514
  • [2] Identification and management of subclinical disease activity in early multiple sclerosis: a review
    Ontaneda, Daniel
    Chitnis, Tanuja
    Rammohan, Kottil
    Obeidat, Ahmed Z.
    JOURNAL OF NEUROLOGY, 2024, 271 (04) : 1497 - 1514
  • [3] Impact of the digital platform MSdialog® in the management of patients with multiple sclerosis
    Guilloton, L.
    Giraud, P.
    Biotti, D.
    Colpaert, M-H
    Getenet, J-C
    Mouzawak, C.
    Bourre, B.
    MULTIPLE SCLEROSIS JOURNAL, 2016, 22 : 802 - 802
  • [4] Clinical measures of disease activity in multiple sclerosis
    Pozzilli, C
    Gherardi, M
    Patrucco, L
    Cannoni, S
    Haggiag, S
    Faroni, J
    CLINICAL NEUROPHYSIOLOGY: FROM RECEPTORS TO PERCEPTION, 1999, 50 : 560 - 564
  • [5] The Simplified Disease Activity Index and Clinical Disease Activity Index to Monitor Patients in Standard Clinical Care
    Aletaha, Daniel
    Smolen, Josef S.
    RHEUMATIC DISEASE CLINICS OF NORTH AMERICA, 2009, 35 (04) : 759 - +
  • [6] A novel imaging approach to monitor multiple sclerosis
    Domercq, M.
    Martin, A.
    Vazquez-Villoldo, N.
    Padro, D.
    Gomez-Vallejo, V.
    Soria, F.
    Szczupak, B.
    Plaza, S.
    Arrieta, A.
    Reese, T.
    Llop, J.
    Matute, C.
    GLIA, 2015, 63 : E374 - E375
  • [7] Multiple sclerosis: new measures to monitor the disease
    Filippi, Massimo
    Rocca, Maria A.
    LANCET NEUROLOGY, 2013, 12 (01): : 12 - 13
  • [8] Dry Eye in Systemic Sclerosis Patients: Novel Methods to Monitor Disease Activity
    Gagliano, Caterina
    Visalli, Elisa
    Toro, Mario Damiano
    Amato, Roberta
    Panta, Giovanni
    Scollo, Davide
    Scandura, Giovanni
    Ficili, Salvatore
    Amato, Giorgio
    Benenati, Alessia
    Foti, Roberta
    Malaguarnera, Giulia
    Gagliano, Giuseppe
    Falsaperla, Raffaele
    Avitabile, Teresio
    Foti, Rosario
    DIAGNOSTICS, 2020, 10 (06)
  • [9] Monitoring of Subclinical Disease Activity by Serum Neurofilament Light Chain Levels in Multiple Sclerosis
    Uher, Tomas
    Schaedelin, Sabine
    Benova, Barbora
    Barro, Christian
    Bergsland, Niels
    Dwyer, Michael
    Tyblova, Michaela
    Kucerova, Karolina
    Benkert, Pascal
    Michalak, Zuzanna
    Leppert, David
    Naegelin, Yvonne
    Krasensky, Jan
    Seidl, Zdenek
    Vaneckova, Manuela
    Havrdova, Eva Kubala
    Kappos, Ludwig
    Zivadinov, Robert
    Horakova, Dana
    Kuhle, Jens
    Kalincik, Tomas
    NEUROLOGY, 2019, 92 (15)
  • [10] Subclinical coronary artery disease in multiple sclerosis patients
    Andreadou, E.
    Gerakoulis, S.
    Haina, V.
    Katsavos, S.
    Evangelopoulos, M-E
    Koutsis, G.
    Anagnostouli, M.
    Stamboulis, E.
    Kilidireas, C.
    Gialafos, E.
    MULTIPLE SCLEROSIS JOURNAL, 2014, 20 : 153 - 154