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Challenges in implementing model-based phase I designs in a grant-funded clinical trials unit
BACKGROUND: For a clinical trials unit to run its first model-based, phase I trial, the statistician, chief investigator, and trial manager must all acquire a new set of skills. These trials also require a different approach to funding and data collection. CHALLENGES AND DISCUSSION: From the statist...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5746014/ https://www.ncbi.nlm.nih.gov/pubmed/29282111 http://dx.doi.org/10.1186/s13063-017-2389-2 |
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author | Frangou, Eleni Holmes, Jane Love, Sharon McGregor, Naomi Hawkins, Maria |
author_facet | Frangou, Eleni Holmes, Jane Love, Sharon McGregor, Naomi Hawkins, Maria |
author_sort | Frangou, Eleni |
collection | PubMed |
description | BACKGROUND: For a clinical trials unit to run its first model-based, phase I trial, the statistician, chief investigator, and trial manager must all acquire a new set of skills. These trials also require a different approach to funding and data collection. CHALLENGES AND DISCUSSION: From the statisticians’ viewpoint, we highlight what is needed to move from running rule-based, early-phase trials to running a model-based phase I study as we experienced it in our trials unit located in the United Kingdom. Our example is CHARIOT, a dose-finding trial using the time-to-event continual reassessment method. It consists of three stages and aims to discover the maximum tolerated dose of the combination of radiotherapy, chemotherapy, and the ataxia telangiectasia mutated Rad3-related inhibitor M6620 (previously known as VX-970) in patients with oesophageal cancer. We present the challenges we faced in designing this trial and how we overcame them as a way of demystifying the conduct of a model-based trial in a grant-funded clinical trials unit. CONCLUSIONS: Although we appreciate that undertaking model-based trials requires additional time and effort, they are feasible to implement and, once suitable tools such as guiding publications and document templates become available, the design and set-up process will be easier and more efficient. |
format | Online Article Text |
id | pubmed-5746014 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-57460142018-01-03 Challenges in implementing model-based phase I designs in a grant-funded clinical trials unit Frangou, Eleni Holmes, Jane Love, Sharon McGregor, Naomi Hawkins, Maria Trials Commentary BACKGROUND: For a clinical trials unit to run its first model-based, phase I trial, the statistician, chief investigator, and trial manager must all acquire a new set of skills. These trials also require a different approach to funding and data collection. CHALLENGES AND DISCUSSION: From the statisticians’ viewpoint, we highlight what is needed to move from running rule-based, early-phase trials to running a model-based phase I study as we experienced it in our trials unit located in the United Kingdom. Our example is CHARIOT, a dose-finding trial using the time-to-event continual reassessment method. It consists of three stages and aims to discover the maximum tolerated dose of the combination of radiotherapy, chemotherapy, and the ataxia telangiectasia mutated Rad3-related inhibitor M6620 (previously known as VX-970) in patients with oesophageal cancer. We present the challenges we faced in designing this trial and how we overcame them as a way of demystifying the conduct of a model-based trial in a grant-funded clinical trials unit. CONCLUSIONS: Although we appreciate that undertaking model-based trials requires additional time and effort, they are feasible to implement and, once suitable tools such as guiding publications and document templates become available, the design and set-up process will be easier and more efficient. BioMed Central 2017-12-28 /pmc/articles/PMC5746014/ /pubmed/29282111 http://dx.doi.org/10.1186/s13063-017-2389-2 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Commentary Frangou, Eleni Holmes, Jane Love, Sharon McGregor, Naomi Hawkins, Maria Challenges in implementing model-based phase I designs in a grant-funded clinical trials unit |
title | Challenges in implementing model-based phase I designs in a grant-funded clinical trials unit |
title_full | Challenges in implementing model-based phase I designs in a grant-funded clinical trials unit |
title_fullStr | Challenges in implementing model-based phase I designs in a grant-funded clinical trials unit |
title_full_unstemmed | Challenges in implementing model-based phase I designs in a grant-funded clinical trials unit |
title_short | Challenges in implementing model-based phase I designs in a grant-funded clinical trials unit |
title_sort | challenges in implementing model-based phase i designs in a grant-funded clinical trials unit |
topic | Commentary |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5746014/ https://www.ncbi.nlm.nih.gov/pubmed/29282111 http://dx.doi.org/10.1186/s13063-017-2389-2 |
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