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Prone position for acute respiratory distress syndrome and the hazards of meta-analysis

BACKGROUND: Researchers have tried unsuccessfully for many years using randomized controlled trials to show the efficacy of prone ventilation in treating ARDS. These failed attempts were of use in designing the successful PROSEVA trial, published in 2013. However, the evidence provided by meta-analy...

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Autores principales: Poole, D., Pisa, A., Fumagalli, R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sociedade Portuguesa de Pneumologia. Published by Elsevier España, S.L.U. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9874051/
https://www.ncbi.nlm.nih.gov/pubmed/36907814
http://dx.doi.org/10.1016/j.pulmoe.2022.12.005
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author Poole, D.
Pisa, A.
Fumagalli, R.
author_facet Poole, D.
Pisa, A.
Fumagalli, R.
author_sort Poole, D.
collection PubMed
description BACKGROUND: Researchers have tried unsuccessfully for many years using randomized controlled trials to show the efficacy of prone ventilation in treating ARDS. These failed attempts were of use in designing the successful PROSEVA trial, published in 2013. However, the evidence provided by meta-analyses in support of prone ventilation for ARDS was too low to be conclusive. The present study shows that meta-analysis is indeed not the best approach for the assessment of evidence as to the efficacy of prone ventilation. METHODS: We performed a cumulative meta-analysis to prove that only the PROSEVA trial, due to its strong protective effect, has substantially impacted on the outcome. We also replicated nine published meta-analyses including the PROSEVA trial. We performed leave-one-out analyses, removing one trial at a time from each meta-analysis, measuring p values for effect size, and also the Cochran's Q test for heterogeneity assessment. We represented these analyses in a scatter plot to identify outlier studies influencing heterogeneity or overall effect size. We used interaction tests to formally identify and evaluate differences with the PROSEVA trial. RESULTS: The positive effect of the PROSEVA trial accounted for most of the heterogeneity and for the reduction of overall effect size in the meta-analyses. The interaction tests we conducted on the nine meta-analyses formally confirmed the difference in the effectiveness of prone ventilation between the PROSEVA trial the other studies. CONCLUSIONS: The clinical lack of homogeneity between the PROSEVA trial design and the other studies should have discouraged the use of meta-analysis. Statistical considerations support this hypothesis, suggesting that the PROSEVA trial is an independent source of evidence.
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spelling pubmed-98740512023-01-25 Prone position for acute respiratory distress syndrome and the hazards of meta-analysis Poole, D. Pisa, A. Fumagalli, R. Pulmonology Original Article BACKGROUND: Researchers have tried unsuccessfully for many years using randomized controlled trials to show the efficacy of prone ventilation in treating ARDS. These failed attempts were of use in designing the successful PROSEVA trial, published in 2013. However, the evidence provided by meta-analyses in support of prone ventilation for ARDS was too low to be conclusive. The present study shows that meta-analysis is indeed not the best approach for the assessment of evidence as to the efficacy of prone ventilation. METHODS: We performed a cumulative meta-analysis to prove that only the PROSEVA trial, due to its strong protective effect, has substantially impacted on the outcome. We also replicated nine published meta-analyses including the PROSEVA trial. We performed leave-one-out analyses, removing one trial at a time from each meta-analysis, measuring p values for effect size, and also the Cochran's Q test for heterogeneity assessment. We represented these analyses in a scatter plot to identify outlier studies influencing heterogeneity or overall effect size. We used interaction tests to formally identify and evaluate differences with the PROSEVA trial. RESULTS: The positive effect of the PROSEVA trial accounted for most of the heterogeneity and for the reduction of overall effect size in the meta-analyses. The interaction tests we conducted on the nine meta-analyses formally confirmed the difference in the effectiveness of prone ventilation between the PROSEVA trial the other studies. CONCLUSIONS: The clinical lack of homogeneity between the PROSEVA trial design and the other studies should have discouraged the use of meta-analysis. Statistical considerations support this hypothesis, suggesting that the PROSEVA trial is an independent source of evidence. Sociedade Portuguesa de Pneumologia. Published by Elsevier España, S.L.U. 2023-01-25 /pmc/articles/PMC9874051/ /pubmed/36907814 http://dx.doi.org/10.1016/j.pulmoe.2022.12.005 Text en © 2023 Sociedade Portuguesa de Pneumologia. Published by Elsevier España, S.L.U. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Original Article
Poole, D.
Pisa, A.
Fumagalli, R.
Prone position for acute respiratory distress syndrome and the hazards of meta-analysis
title Prone position for acute respiratory distress syndrome and the hazards of meta-analysis
title_full Prone position for acute respiratory distress syndrome and the hazards of meta-analysis
title_fullStr Prone position for acute respiratory distress syndrome and the hazards of meta-analysis
title_full_unstemmed Prone position for acute respiratory distress syndrome and the hazards of meta-analysis
title_short Prone position for acute respiratory distress syndrome and the hazards of meta-analysis
title_sort prone position for acute respiratory distress syndrome and the hazards of meta-analysis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9874051/
https://www.ncbi.nlm.nih.gov/pubmed/36907814
http://dx.doi.org/10.1016/j.pulmoe.2022.12.005
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