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Use of Sequential Multiple Assignment Randomized Trials (SMARTs) in oncology: systematic review of published studies

Sequential multiple assignments randomized trials (SMARTs) are a type of experimental design where patients may be randomised multiple times according to pre-specified decision rules. The present work investigates the state-of-the-art of SMART designs in oncology, focusing on the discrepancy between...

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Autores principales: Lorenzoni, Giulia, Petracci, Elisabetta, Scarpi, Emanuela, Baldi, Ileana, Gregori, Dario, Nanni, Oriana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9792155/
https://www.ncbi.nlm.nih.gov/pubmed/36572731
http://dx.doi.org/10.1038/s41416-022-02110-z
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author Lorenzoni, Giulia
Petracci, Elisabetta
Scarpi, Emanuela
Baldi, Ileana
Gregori, Dario
Nanni, Oriana
author_facet Lorenzoni, Giulia
Petracci, Elisabetta
Scarpi, Emanuela
Baldi, Ileana
Gregori, Dario
Nanni, Oriana
author_sort Lorenzoni, Giulia
collection PubMed
description Sequential multiple assignments randomized trials (SMARTs) are a type of experimental design where patients may be randomised multiple times according to pre-specified decision rules. The present work investigates the state-of-the-art of SMART designs in oncology, focusing on the discrepancy between the available methodological approaches in the statistical literature and the procedures applied within cancer clinical trials. A systematic review was conducted, searching PubMed, Embase and CENTRAL for protocols or reports of results of SMART designs and registrations of SMART designs in clinical trial registries applied to solid tumour research. After title/abstract and full-text screening, 33 records were included. Fifteen were reports of trials’ results, four were trials’ protocols and fourteen were trials’ registrations. The study design was defined as SMART by only one out of fifteen trial reports. Conversely, 13 of 18 study protocols and trial registrations defined the study design SMART. Furthermore, most of the records considered each stage separately in the analysis, without considering treatment regimens embedded in the trial. SMART designs in oncology are still limited. Study powering and analysis is mainly based on statistical approaches traditionally used in single-stage parallel trial designs. Formal reporting guidelines for SMART designs are needed.
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spelling pubmed-97921552022-12-27 Use of Sequential Multiple Assignment Randomized Trials (SMARTs) in oncology: systematic review of published studies Lorenzoni, Giulia Petracci, Elisabetta Scarpi, Emanuela Baldi, Ileana Gregori, Dario Nanni, Oriana Br J Cancer Review Article Sequential multiple assignments randomized trials (SMARTs) are a type of experimental design where patients may be randomised multiple times according to pre-specified decision rules. The present work investigates the state-of-the-art of SMART designs in oncology, focusing on the discrepancy between the available methodological approaches in the statistical literature and the procedures applied within cancer clinical trials. A systematic review was conducted, searching PubMed, Embase and CENTRAL for protocols or reports of results of SMART designs and registrations of SMART designs in clinical trial registries applied to solid tumour research. After title/abstract and full-text screening, 33 records were included. Fifteen were reports of trials’ results, four were trials’ protocols and fourteen were trials’ registrations. The study design was defined as SMART by only one out of fifteen trial reports. Conversely, 13 of 18 study protocols and trial registrations defined the study design SMART. Furthermore, most of the records considered each stage separately in the analysis, without considering treatment regimens embedded in the trial. SMART designs in oncology are still limited. Study powering and analysis is mainly based on statistical approaches traditionally used in single-stage parallel trial designs. Formal reporting guidelines for SMART designs are needed. Nature Publishing Group UK 2022-12-26 2023-03-30 /pmc/articles/PMC9792155/ /pubmed/36572731 http://dx.doi.org/10.1038/s41416-022-02110-z Text en © The Author(s), under exclusive licence to Springer Nature Limited 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
spellingShingle Review Article
Lorenzoni, Giulia
Petracci, Elisabetta
Scarpi, Emanuela
Baldi, Ileana
Gregori, Dario
Nanni, Oriana
Use of Sequential Multiple Assignment Randomized Trials (SMARTs) in oncology: systematic review of published studies
title Use of Sequential Multiple Assignment Randomized Trials (SMARTs) in oncology: systematic review of published studies
title_full Use of Sequential Multiple Assignment Randomized Trials (SMARTs) in oncology: systematic review of published studies
title_fullStr Use of Sequential Multiple Assignment Randomized Trials (SMARTs) in oncology: systematic review of published studies
title_full_unstemmed Use of Sequential Multiple Assignment Randomized Trials (SMARTs) in oncology: systematic review of published studies
title_short Use of Sequential Multiple Assignment Randomized Trials (SMARTs) in oncology: systematic review of published studies
title_sort use of sequential multiple assignment randomized trials (smarts) in oncology: systematic review of published studies
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9792155/
https://www.ncbi.nlm.nih.gov/pubmed/36572731
http://dx.doi.org/10.1038/s41416-022-02110-z
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