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Critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials
BACKGROUND: Funding and resources for low prevalent neurodegenerative disorders such as amyotrophic lateral sclerosis (ALS) are limited, and optimising their use is vital for efficient drug development. In this study, we review the design assumptions for pivotal ALS clinical trials with time-to-even...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6902062/ https://www.ncbi.nlm.nih.gov/pubmed/31292200 http://dx.doi.org/10.1136/jnnp-2019-320998 |
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author | van Eijk, Ruben P A Nikolakopoulos, Stavros Roes, Kit C B Middelkoop, Bas M Ferguson, Toby A Shaw, Pamela J Leigh, P Nigel Al-Chalabi, Ammar Eijkemans, Marinus J C van den Berg, Leonard H |
author_facet | van Eijk, Ruben P A Nikolakopoulos, Stavros Roes, Kit C B Middelkoop, Bas M Ferguson, Toby A Shaw, Pamela J Leigh, P Nigel Al-Chalabi, Ammar Eijkemans, Marinus J C van den Berg, Leonard H |
author_sort | van Eijk, Ruben P A |
collection | PubMed |
description | BACKGROUND: Funding and resources for low prevalent neurodegenerative disorders such as amyotrophic lateral sclerosis (ALS) are limited, and optimising their use is vital for efficient drug development. In this study, we review the design assumptions for pivotal ALS clinical trials with time-to-event endpoints and provide optimised settings for future trials. METHODS: We extracted design settings from 13 completed placebo-controlled trials. Optimal assumptions were estimated using parametric survival models in individual participant data (n=4991). Designs were compared in terms of sample size, trial duration, drug use and costs. RESULTS: Previous trials overestimated the hazard rate by 18.9% (95% CI 3.4% to 34.5%, p=0.021). The median expected HR was 0.56 (range 0.33–0.66). Additionally, we found evidence for an increasing mean hazard rate over time (Weibull shape parameter of 2.03, 95% CI 1.93 to 2.15, p<0.001), which affects the design and planning of future clinical trials. Incorporating accrual time and assuming an increasing hazard rate at the design stage reduced sample size by 33.2% (95% CI 27.9 to 39.4), trial duration by 17.4% (95% CI 11.6 to 23.3), drug use by 14.3% (95% CI 9.6 to 19.0) and follow-up costs by 21.2% (95% CI 15.6 to 26.8). CONCLUSIONS: Implementing distributional knowledge and incorporating accrual at the design stage could achieve large gains in the efficiency of ALS clinical trials with time-to-event endpoints. We provide an open-source platform that helps investigators to make more accurate sample size calculations and optimise the use of their available resources. |
format | Online Article Text |
id | pubmed-6902062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-69020622019-12-24 Critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials van Eijk, Ruben P A Nikolakopoulos, Stavros Roes, Kit C B Middelkoop, Bas M Ferguson, Toby A Shaw, Pamela J Leigh, P Nigel Al-Chalabi, Ammar Eijkemans, Marinus J C van den Berg, Leonard H J Neurol Neurosurg Psychiatry Neuromuscular BACKGROUND: Funding and resources for low prevalent neurodegenerative disorders such as amyotrophic lateral sclerosis (ALS) are limited, and optimising their use is vital for efficient drug development. In this study, we review the design assumptions for pivotal ALS clinical trials with time-to-event endpoints and provide optimised settings for future trials. METHODS: We extracted design settings from 13 completed placebo-controlled trials. Optimal assumptions were estimated using parametric survival models in individual participant data (n=4991). Designs were compared in terms of sample size, trial duration, drug use and costs. RESULTS: Previous trials overestimated the hazard rate by 18.9% (95% CI 3.4% to 34.5%, p=0.021). The median expected HR was 0.56 (range 0.33–0.66). Additionally, we found evidence for an increasing mean hazard rate over time (Weibull shape parameter of 2.03, 95% CI 1.93 to 2.15, p<0.001), which affects the design and planning of future clinical trials. Incorporating accrual time and assuming an increasing hazard rate at the design stage reduced sample size by 33.2% (95% CI 27.9 to 39.4), trial duration by 17.4% (95% CI 11.6 to 23.3), drug use by 14.3% (95% CI 9.6 to 19.0) and follow-up costs by 21.2% (95% CI 15.6 to 26.8). CONCLUSIONS: Implementing distributional knowledge and incorporating accrual at the design stage could achieve large gains in the efficiency of ALS clinical trials with time-to-event endpoints. We provide an open-source platform that helps investigators to make more accurate sample size calculations and optimise the use of their available resources. BMJ Publishing Group 2019-12 2019-07-10 /pmc/articles/PMC6902062/ /pubmed/31292200 http://dx.doi.org/10.1136/jnnp-2019-320998 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Neuromuscular van Eijk, Ruben P A Nikolakopoulos, Stavros Roes, Kit C B Middelkoop, Bas M Ferguson, Toby A Shaw, Pamela J Leigh, P Nigel Al-Chalabi, Ammar Eijkemans, Marinus J C van den Berg, Leonard H Critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials |
title | Critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials |
title_full | Critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials |
title_fullStr | Critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials |
title_full_unstemmed | Critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials |
title_short | Critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials |
title_sort | critical design considerations for time-to-event endpoints in amyotrophic lateral sclerosis clinical trials |
topic | Neuromuscular |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6902062/ https://www.ncbi.nlm.nih.gov/pubmed/31292200 http://dx.doi.org/10.1136/jnnp-2019-320998 |
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