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Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes
Wearable inertial sensors can be used to monitor mobility in real-world settings over extended periods. Although these technologies are widely used in human movement research, they have not yet been qualified by drug regulatory agencies for their use in regulatory drug trials. This is because the fi...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7589106/ https://www.ncbi.nlm.nih.gov/pubmed/33092143 http://dx.doi.org/10.3390/s20205920 |
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author | Viceconti, Marco Hernandez Penna, Sabina Dartee, Wilhelmus Mazzà, Claudia Caulfield, Brian Becker, Clemens Maetzler, Walter Garcia-Aymerich, Judith Davico, Giorgio Rochester, Lynn |
author_facet | Viceconti, Marco Hernandez Penna, Sabina Dartee, Wilhelmus Mazzà, Claudia Caulfield, Brian Becker, Clemens Maetzler, Walter Garcia-Aymerich, Judith Davico, Giorgio Rochester, Lynn |
author_sort | Viceconti, Marco |
collection | PubMed |
description | Wearable inertial sensors can be used to monitor mobility in real-world settings over extended periods. Although these technologies are widely used in human movement research, they have not yet been qualified by drug regulatory agencies for their use in regulatory drug trials. This is because the first generation of these sensors was unreliable when used on slow-walking subjects. However, intense research in this area is now offering a new generation of algorithms to quantify Digital Mobility Outcomes so accurate they may be considered as biomarkers in regulatory drug trials. This perspective paper summarises the work in the Mobilise-D consortium around the regulatory qualification of the use of wearable sensors to quantify real-world mobility performance in patients affected by Parkinson’s Disease. The paper describes the qualification strategy and both the technical and clinical validation plans, which have recently received highly supportive qualification advice from the European Medicines Agency. The scope is to provide detailed guidance for the preparation of similar qualification submissions to broaden the use of real-world mobility assessment in regulatory drug trials. |
format | Online Article Text |
id | pubmed-7589106 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75891062020-10-29 Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes Viceconti, Marco Hernandez Penna, Sabina Dartee, Wilhelmus Mazzà, Claudia Caulfield, Brian Becker, Clemens Maetzler, Walter Garcia-Aymerich, Judith Davico, Giorgio Rochester, Lynn Sensors (Basel) Perspective Wearable inertial sensors can be used to monitor mobility in real-world settings over extended periods. Although these technologies are widely used in human movement research, they have not yet been qualified by drug regulatory agencies for their use in regulatory drug trials. This is because the first generation of these sensors was unreliable when used on slow-walking subjects. However, intense research in this area is now offering a new generation of algorithms to quantify Digital Mobility Outcomes so accurate they may be considered as biomarkers in regulatory drug trials. This perspective paper summarises the work in the Mobilise-D consortium around the regulatory qualification of the use of wearable sensors to quantify real-world mobility performance in patients affected by Parkinson’s Disease. The paper describes the qualification strategy and both the technical and clinical validation plans, which have recently received highly supportive qualification advice from the European Medicines Agency. The scope is to provide detailed guidance for the preparation of similar qualification submissions to broaden the use of real-world mobility assessment in regulatory drug trials. MDPI 2020-10-20 /pmc/articles/PMC7589106/ /pubmed/33092143 http://dx.doi.org/10.3390/s20205920 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Perspective Viceconti, Marco Hernandez Penna, Sabina Dartee, Wilhelmus Mazzà, Claudia Caulfield, Brian Becker, Clemens Maetzler, Walter Garcia-Aymerich, Judith Davico, Giorgio Rochester, Lynn Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes |
title | Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes |
title_full | Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes |
title_fullStr | Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes |
title_full_unstemmed | Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes |
title_short | Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes |
title_sort | toward a regulatory qualification of real-world mobility performance biomarkers in parkinson’s patients using digital mobility outcomes |
topic | Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7589106/ https://www.ncbi.nlm.nih.gov/pubmed/33092143 http://dx.doi.org/10.3390/s20205920 |
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