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Dopamine Transporter Neuroimaging as an Enrichment Biomarker in Early Parkinson's Disease Clinical Trials: A Disease Progression Modeling Analysis
Given the recognition that disease‐modifying therapies should focus on earlier Parkinson's disease stages, trial enrollment based purely on clinical criteria poses significant challenges. The goal herein was to determine the utility of dopamine transporter neuroimaging as an enrichment biomarke...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5759747/ https://www.ncbi.nlm.nih.gov/pubmed/28749580 http://dx.doi.org/10.1111/cts.12492 |
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author | Conrado, Daniela J. Nicholas, Timothy Tsai, Kuenhi Macha, Sreeraj Sinha, Vikram Stone, Julie Corrigan, Brian Bani, Massimo Muglia, Pierandrea Watson, Ian A. Kern, Volker D. Sheveleva, Elena Marek, Kenneth Stephenson, Diane T. Romero, Klaus |
author_facet | Conrado, Daniela J. Nicholas, Timothy Tsai, Kuenhi Macha, Sreeraj Sinha, Vikram Stone, Julie Corrigan, Brian Bani, Massimo Muglia, Pierandrea Watson, Ian A. Kern, Volker D. Sheveleva, Elena Marek, Kenneth Stephenson, Diane T. Romero, Klaus |
author_sort | Conrado, Daniela J. |
collection | PubMed |
description | Given the recognition that disease‐modifying therapies should focus on earlier Parkinson's disease stages, trial enrollment based purely on clinical criteria poses significant challenges. The goal herein was to determine the utility of dopamine transporter neuroimaging as an enrichment biomarker in early motor Parkinson's disease clinical trials. Patient‐level longitudinal data of 672 subjects with early‐stage Parkinson's disease in the Parkinson's Progression Markers Initiative (PPMI) observational study and the Parkinson Research Examination of CEP‐1347 Trial (PRECEPT) clinical trial were utilized in a linear mixed‐effects model analysis. The rate of worsening in the motor scores between subjects with or without a scan without evidence of dopamine transporter deficit was different both statistically and clinically. The average difference in the change from baseline of motor scores at 24 months between biomarker statuses was –3.16 (90% confidence interval [CI] = –0.96 to –5.42) points. Dopamine transporter imaging could identify subjects with a steeper worsening of the motor scores, allowing trial enrichment and 24% reduction of sample size. |
format | Online Article Text |
id | pubmed-5759747 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-57597472018-01-10 Dopamine Transporter Neuroimaging as an Enrichment Biomarker in Early Parkinson's Disease Clinical Trials: A Disease Progression Modeling Analysis Conrado, Daniela J. Nicholas, Timothy Tsai, Kuenhi Macha, Sreeraj Sinha, Vikram Stone, Julie Corrigan, Brian Bani, Massimo Muglia, Pierandrea Watson, Ian A. Kern, Volker D. Sheveleva, Elena Marek, Kenneth Stephenson, Diane T. Romero, Klaus Clin Transl Sci Research Given the recognition that disease‐modifying therapies should focus on earlier Parkinson's disease stages, trial enrollment based purely on clinical criteria poses significant challenges. The goal herein was to determine the utility of dopamine transporter neuroimaging as an enrichment biomarker in early motor Parkinson's disease clinical trials. Patient‐level longitudinal data of 672 subjects with early‐stage Parkinson's disease in the Parkinson's Progression Markers Initiative (PPMI) observational study and the Parkinson Research Examination of CEP‐1347 Trial (PRECEPT) clinical trial were utilized in a linear mixed‐effects model analysis. The rate of worsening in the motor scores between subjects with or without a scan without evidence of dopamine transporter deficit was different both statistically and clinically. The average difference in the change from baseline of motor scores at 24 months between biomarker statuses was –3.16 (90% confidence interval [CI] = –0.96 to –5.42) points. Dopamine transporter imaging could identify subjects with a steeper worsening of the motor scores, allowing trial enrichment and 24% reduction of sample size. John Wiley and Sons Inc. 2017-07-27 2018-01 /pmc/articles/PMC5759747/ /pubmed/28749580 http://dx.doi.org/10.1111/cts.12492 Text en Published 2017. This article is a U.S. Government work and is in the public domain in the USA. Clinical and Translational Science published by Wiley Periodicals, Inc. on behalf of American Society for Clinical Pharmacology and Therapeutics This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Conrado, Daniela J. Nicholas, Timothy Tsai, Kuenhi Macha, Sreeraj Sinha, Vikram Stone, Julie Corrigan, Brian Bani, Massimo Muglia, Pierandrea Watson, Ian A. Kern, Volker D. Sheveleva, Elena Marek, Kenneth Stephenson, Diane T. Romero, Klaus Dopamine Transporter Neuroimaging as an Enrichment Biomarker in Early Parkinson's Disease Clinical Trials: A Disease Progression Modeling Analysis |
title | Dopamine Transporter Neuroimaging as an Enrichment Biomarker in Early Parkinson's Disease Clinical Trials: A Disease Progression Modeling Analysis |
title_full | Dopamine Transporter Neuroimaging as an Enrichment Biomarker in Early Parkinson's Disease Clinical Trials: A Disease Progression Modeling Analysis |
title_fullStr | Dopamine Transporter Neuroimaging as an Enrichment Biomarker in Early Parkinson's Disease Clinical Trials: A Disease Progression Modeling Analysis |
title_full_unstemmed | Dopamine Transporter Neuroimaging as an Enrichment Biomarker in Early Parkinson's Disease Clinical Trials: A Disease Progression Modeling Analysis |
title_short | Dopamine Transporter Neuroimaging as an Enrichment Biomarker in Early Parkinson's Disease Clinical Trials: A Disease Progression Modeling Analysis |
title_sort | dopamine transporter neuroimaging as an enrichment biomarker in early parkinson's disease clinical trials: a disease progression modeling analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5759747/ https://www.ncbi.nlm.nih.gov/pubmed/28749580 http://dx.doi.org/10.1111/cts.12492 |
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