Digital endpoints in clinical trials of Alzheimer's disease and other neurodegenerative diseases: challenges and opportunities

被引:7
|
作者
Brem, Anna-Katharine [1 ,2 ]
Kuruppu, Sajini [1 ]
de Boer, Casper [3 ]
Muurling, Marijn [3 ,4 ]
Diaz-Ponce, Ana [5 ]
Gove, Dianne [5 ]
Curcic, Jelena [6 ]
Pilotto, Andrea [7 ,8 ,9 ]
Ng, Wan-Fai [10 ,11 ,12 ]
Cummins, Nicholas [13 ]
Malzbender, Kristina [14 ]
Nies, Vera J. M. [15 ]
Erdemli, Gul [16 ]
Graeber, Johanna [17 ]
Narayan, Vaibhav A. [18 ]
Rochester, Lynn [19 ,20 ,21 ]
Maetzler, Walter [22 ,23 ]
Aarsland, Dag [1 ,24 ]
机构
[1] Kings Coll London, Inst Psychiat Psychol & Neurosci, Dept Old Age Psychiat, London, England
[2] Univ Bern, Univ Hosp Old Age Psychiat, Bern, Switzerland
[3] Vrije Univ Amsterdam, Alzheimer Ctr Amsterdam, Neurol, UMC Locat VUmc, Amsterdam, Netherlands
[4] Amsterdam Neurosci Neurodegenerat, Amsterdam, Netherlands
[5] Alzheimer Europe, Luxembourg, Luxembourg
[6] Novartis Inst Biomed Res NIBR, Basel, Switzerland
[7] Univ Brescia, Dept Clin & Expt Sci, Neurol Unit, Brescia, Italy
[8] Univ Brescia, Lab Digital Neurol & Biosensors, Brescia, Italy
[9] ASST Spedali Civili Brescia Hosp, Dept Continu Care & Frailty, Neurol Unit, Brescia, Italy
[10] Newcastle Univ, Translat & Clin Res Inst, Newcastle Upon Tyne, Tyne & Wear, England
[11] Newcastle Tyne Hosp NHS Fdn Trust, NIHR Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
[12] Newcastle Tyne Hosp NHS Fdn Trust, Clin Res Facil, Newcastle Upon Tyne, Tyne & Wear, England
[13] Kings Coll London, Inst Psychiat Psychol & Neurosci, Dept Biostats & Hlth Informat, London, England
[14] Gates Ventures, Kirkland, WA USA
[15] Fdn Lygature, Utrecht, Netherlands
[16] Novartis Pharmaceut, Cambridge, MA USA
[17] Univ Kiel, Univ Med Ctr Schleswig Holstein, Inst Gen Practice, Kiel, Germany
[18] Davos Alzheimers Collaborat, Geneva, Switzerland
[19] Newcastle Univ, Translat & Clin Res Inst, Fac Med Sci, Newcastle Upon Tyne, Tyne & Wear, England
[20] Newcastle Univ, Natl Inst Hlth & Care Res NIHR Newcastle Biomed R, Newcastle, NSW, Australia
[21] Newcastle Tyne Hosp NHS Fdn Trust, Newcastle Upon Tyne, Tyne & Wear, England
[22] Univ Hosp Schleswig Holstein, Dept Neurol, Kiel, Germany
[23] Univ Kiel, Kiel, Germany
[24] Stavanger Univ Hosp, Ctr Age Related Med, Stavanger, Norway
来源
FRONTIERS IN NEUROLOGY | 2023年 / 14卷
关键词
Alzheimer's disease; Parkinson's disease; Huntington's disease; neurodegenerative diseases; dementia; digital biomarker; remote measurement technologies; digital health technologies; INSTRUMENTAL ACTIVITIES; INDIVIDUALS; TECHNOLOGY; IMPAIRMENT; DEMENTIA;
D O I
10.3389/fneur.2023.1210974
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Alzheimer's disease (AD) and other neurodegenerative diseases such as Parkinson's disease (PD) and Huntington's disease (HD) are associated with progressive cognitive, motor, affective and consequently functional decline considerably affecting Activities of Daily Living (ADL) and quality of life. Standard assessments, such as questionnaires and interviews, cognitive testing, and mobility assessments, lack sensitivity, especially in early stages of neurodegenerative diseases and in the disease progression, and have therefore a limited utility as outcome measurements in clinical trials. Major advances in the last decade in digital technologies have opened a window of opportunity to introduce digital endpoints into clinical trials that can reform the assessment and tracking of neurodegenerative symptoms. The Innovative Health Initiative (IMI)-funded projects RADAR-AD (Remote assessment of disease and relapse-Alzheimer's disease), IDEA-FAST (Identifying digital endpoints to assess fatigue, sleep and ADL in neurodegenerative disorders and immune-mediated inflammatory diseases) and Mobilise-D (Connecting digital mobility assessment to clinical outcomes for regulatory and clinical endorsement) aim to identify digital endpoints relevant for neurodegenerative diseases that provide reliable, objective, and sensitive evaluation of disability and health-related quality of life. In this article, we will draw from the findings and experiences of the different IMI projects in discussing (1) the value of remote technologies to assess neurodegenerative diseases; (2) feasibility, acceptability and usability of digital assessments; (3) challenges related to the use of digital tools; (4) public involvement and the implementation of patient advisory boards; (5) regulatory learnings; and (6) the significance of inter-project exchange and data- and algorithm-sharing.
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页数:9
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