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Statistical considerations for stopping systemic lupus erythematosus clinical trials earlier
Group sequential designs are used to potentially shorten randomized clinical trials and thereby reduce subject burden, improve safety, and save time and resources. Clinical trials comparing treatments for systemic lupus erythematosus (SLE) might adopt such designs if the ordinal outcome scales for S...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4669672/ https://www.ncbi.nlm.nih.gov/pubmed/26634344 http://dx.doi.org/10.1186/s13075-015-0874-0 |
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author | Lew, Robert A. Liang, Matthew H. Doros, Gheorghe |
author_facet | Lew, Robert A. Liang, Matthew H. Doros, Gheorghe |
author_sort | Lew, Robert A. |
collection | PubMed |
description | Group sequential designs are used to potentially shorten randomized clinical trials and thereby reduce subject burden, improve safety, and save time and resources. Clinical trials comparing treatments for systemic lupus erythematosus (SLE) might adopt such designs if the ordinal outcome scales for SLE, such as the Systemic Lupus Activity Measure and Systemic Lupus Erythematosus Disease Activity Index, were more like continuous outcome scales with interval properties. After describing the basic features of sequential trials and highlighting some major issues in their design, we propose approaches that mitigate these issues. In particular, high-speed computing has accelerated advances in sequential design, making available a variety of designs that can be implemented with minimal technical support. The challenge now is to understand the concepts behind such flexible designs and then to apply them to improve studies of SLE. |
format | Online Article Text |
id | pubmed-4669672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46696722015-12-05 Statistical considerations for stopping systemic lupus erythematosus clinical trials earlier Lew, Robert A. Liang, Matthew H. Doros, Gheorghe Arthritis Res Ther Review Group sequential designs are used to potentially shorten randomized clinical trials and thereby reduce subject burden, improve safety, and save time and resources. Clinical trials comparing treatments for systemic lupus erythematosus (SLE) might adopt such designs if the ordinal outcome scales for SLE, such as the Systemic Lupus Activity Measure and Systemic Lupus Erythematosus Disease Activity Index, were more like continuous outcome scales with interval properties. After describing the basic features of sequential trials and highlighting some major issues in their design, we propose approaches that mitigate these issues. In particular, high-speed computing has accelerated advances in sequential design, making available a variety of designs that can be implemented with minimal technical support. The challenge now is to understand the concepts behind such flexible designs and then to apply them to improve studies of SLE. BioMed Central 2015-12-04 2015 /pmc/articles/PMC4669672/ /pubmed/26634344 http://dx.doi.org/10.1186/s13075-015-0874-0 Text en © Lew et al. 2015 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 | Review Lew, Robert A. Liang, Matthew H. Doros, Gheorghe Statistical considerations for stopping systemic lupus erythematosus clinical trials earlier |
title | Statistical considerations for stopping systemic lupus erythematosus clinical trials earlier |
title_full | Statistical considerations for stopping systemic lupus erythematosus clinical trials earlier |
title_fullStr | Statistical considerations for stopping systemic lupus erythematosus clinical trials earlier |
title_full_unstemmed | Statistical considerations for stopping systemic lupus erythematosus clinical trials earlier |
title_short | Statistical considerations for stopping systemic lupus erythematosus clinical trials earlier |
title_sort | statistical considerations for stopping systemic lupus erythematosus clinical trials earlier |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4669672/ https://www.ncbi.nlm.nih.gov/pubmed/26634344 http://dx.doi.org/10.1186/s13075-015-0874-0 |
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