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SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis
BACKGROUND: The sequential organ failure assessment score (SOFA) is increasingly used as an endpoint in intensive care randomized controlled trials (RCTs). Although serially measured SOFA is independently associated with mortality in observational cohorts, the association between treatment effects o...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5324238/ https://www.ncbi.nlm.nih.gov/pubmed/28231816 http://dx.doi.org/10.1186/s13054-017-1609-1 |
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author | de Grooth, Harm-Jan Geenen, Irma L. Girbes, Armand R. Vincent, Jean-Louis Parienti, Jean-Jacques Oudemans-van Straaten, Heleen M. |
author_facet | de Grooth, Harm-Jan Geenen, Irma L. Girbes, Armand R. Vincent, Jean-Louis Parienti, Jean-Jacques Oudemans-van Straaten, Heleen M. |
author_sort | de Grooth, Harm-Jan |
collection | PubMed |
description | BACKGROUND: The sequential organ failure assessment score (SOFA) is increasingly used as an endpoint in intensive care randomized controlled trials (RCTs). Although serially measured SOFA is independently associated with mortality in observational cohorts, the association between treatment effects on SOFA vs. effects on mortality has not yet been quantified in RCTs. The aim of this study was to quantify the relationship between SOFA and mortality in RCTs and to identify which SOFA derivative best reflects between-group mortality differences. METHODS: The review protocol was prospectively registered (Prospero CRD42016034014). We performed a literature search (up to May 1, 2016) for RCTs reporting both SOFA and mortality, and analyzed between-group differences in these outcomes. Treatment effects on SOFA and mortality were calculated as the between-group SOFA standardized difference and log odds ratio (OR), respectively. We used random-effects meta-regression to (1) quantify the linear relationship between RCT treatment effects on mortality (logOR) and SOFA (i.e. responsiveness) and (2) quantify residual heterogeneity (i.e. consistency, expressed as I (2)). RESULTS: Of 110 eligible RCTs, 87 qualified for analysis. Using all RCTs, SOFA was significantly associated with mortality (slope = 0.49 (95% CI 0.17; 0.82), p = 0.006, I (2) = 5%); the overall mortality effect explained by SOFA score (R (2)) was 9%. Fifty-eight RCTs used Fixed-day SOFA as an endpoint (i.e. the score on a fixed day after randomization), 25 studies used Delta SOFA as an endpoint (i.e. the trajectory from baseline score) and 15 studies used other SOFA derivatives as an endpoint. Fixed-day SOFA was not significantly associated with mortality (slope = 0.35 (95% CI −0.04; 0.75), p = 0.08, I (2) = 12%) and explained 3% of the overall mortality effect (R (2)). Delta SOFA was significantly associated with mortality (slope = 0.70 (95% CI 0.26; 1.14), p = 0.004, I (2) = 0%) and explained 32% of the overall mortality effect (R (2)). CONCLUSIONS: Treatment effects on Delta SOFA appear to be reliably and consistently associated with mortality in RCTs. Fixed-day SOFA was the most frequently reported outcome among the reviewed RCTs, but was not significantly associated with mortality. Based on this study, we recommend using Delta SOFA rather than Fixed-day SOFA as an endpoint in future RCTs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13054-017-1609-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5324238 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-53242382017-03-01 SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis de Grooth, Harm-Jan Geenen, Irma L. Girbes, Armand R. Vincent, Jean-Louis Parienti, Jean-Jacques Oudemans-van Straaten, Heleen M. Crit Care Research BACKGROUND: The sequential organ failure assessment score (SOFA) is increasingly used as an endpoint in intensive care randomized controlled trials (RCTs). Although serially measured SOFA is independently associated with mortality in observational cohorts, the association between treatment effects on SOFA vs. effects on mortality has not yet been quantified in RCTs. The aim of this study was to quantify the relationship between SOFA and mortality in RCTs and to identify which SOFA derivative best reflects between-group mortality differences. METHODS: The review protocol was prospectively registered (Prospero CRD42016034014). We performed a literature search (up to May 1, 2016) for RCTs reporting both SOFA and mortality, and analyzed between-group differences in these outcomes. Treatment effects on SOFA and mortality were calculated as the between-group SOFA standardized difference and log odds ratio (OR), respectively. We used random-effects meta-regression to (1) quantify the linear relationship between RCT treatment effects on mortality (logOR) and SOFA (i.e. responsiveness) and (2) quantify residual heterogeneity (i.e. consistency, expressed as I (2)). RESULTS: Of 110 eligible RCTs, 87 qualified for analysis. Using all RCTs, SOFA was significantly associated with mortality (slope = 0.49 (95% CI 0.17; 0.82), p = 0.006, I (2) = 5%); the overall mortality effect explained by SOFA score (R (2)) was 9%. Fifty-eight RCTs used Fixed-day SOFA as an endpoint (i.e. the score on a fixed day after randomization), 25 studies used Delta SOFA as an endpoint (i.e. the trajectory from baseline score) and 15 studies used other SOFA derivatives as an endpoint. Fixed-day SOFA was not significantly associated with mortality (slope = 0.35 (95% CI −0.04; 0.75), p = 0.08, I (2) = 12%) and explained 3% of the overall mortality effect (R (2)). Delta SOFA was significantly associated with mortality (slope = 0.70 (95% CI 0.26; 1.14), p = 0.004, I (2) = 0%) and explained 32% of the overall mortality effect (R (2)). CONCLUSIONS: Treatment effects on Delta SOFA appear to be reliably and consistently associated with mortality in RCTs. Fixed-day SOFA was the most frequently reported outcome among the reviewed RCTs, but was not significantly associated with mortality. Based on this study, we recommend using Delta SOFA rather than Fixed-day SOFA as an endpoint in future RCTs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13054-017-1609-1) contains supplementary material, which is available to authorized users. BioMed Central 2017-02-24 /pmc/articles/PMC5324238/ /pubmed/28231816 http://dx.doi.org/10.1186/s13054-017-1609-1 Text en © The Author(s). 2017 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 | Research de Grooth, Harm-Jan Geenen, Irma L. Girbes, Armand R. Vincent, Jean-Louis Parienti, Jean-Jacques Oudemans-van Straaten, Heleen M. SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis |
title | SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis |
title_full | SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis |
title_fullStr | SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis |
title_full_unstemmed | SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis |
title_short | SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis |
title_sort | sofa and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5324238/ https://www.ncbi.nlm.nih.gov/pubmed/28231816 http://dx.doi.org/10.1186/s13054-017-1609-1 |
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