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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...

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Autores principales: Viceconti, Marco, Hernandez Penna, Sabina, Dartee, Wilhelmus, Mazzà, Claudia, Caulfield, Brian, Becker, Clemens, Maetzler, Walter, Garcia-Aymerich, Judith, Davico, Giorgio, Rochester, Lynn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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