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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...

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Detalles Bibliográficos
Autores principales: Lew, Robert A., Liang, Matthew H., Doros, Gheorghe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
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.
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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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