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Meta-Analysis of a Complex Network of Non-Pharmacological Interventions: The Example of Femoral Neck Fracture

BACKGROUND: Surgical interventions raise specific methodological issues in network meta-analysis (NMA). They are usually multi-component interventions resulting in complex networks of randomized controlled trials (RCTs), with multiple groups and sparse connections. PURPOSE: To illustrate the applica...

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Autores principales: Mosseri, Jonathan, Trinquart, Ludovic, Nizard, Rémy, Ravaud, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4703382/
https://www.ncbi.nlm.nih.gov/pubmed/26735922
http://dx.doi.org/10.1371/journal.pone.0146336
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author Mosseri, Jonathan
Trinquart, Ludovic
Nizard, Rémy
Ravaud, Philippe
author_facet Mosseri, Jonathan
Trinquart, Ludovic
Nizard, Rémy
Ravaud, Philippe
author_sort Mosseri, Jonathan
collection PubMed
description BACKGROUND: Surgical interventions raise specific methodological issues in network meta-analysis (NMA). They are usually multi-component interventions resulting in complex networks of randomized controlled trials (RCTs), with multiple groups and sparse connections. PURPOSE: To illustrate the applicability of the NMA in a complex network of surgical interventions and to prioritize the available interventions according to a clinically relevant outcome. METHODS: We considered RCTs of treatments for femoral neck fracture in adults. We searched CENTRAL, MEDLINE, EMBASE and ClinicalTrials.gov up to November 2015. Two reviewers independently selected trials, extracted data and used the Cochrane Collaboration’s tool for assessing the risk of bias. A group of orthopedic surgeons grouped similar but not identical interventions under the same node. We synthesized the network using a Bayesian network meta-analysis model. We derived posterior odds ratios (ORs) and 95% credible intervals (95% CrIs) for all possible pairwise comparisons. The primary outcome was all-cause revision surgery. RESULTS: Data from 27 trials were combined, for 4,186 participants (72% women, mean age 80 years, 95% displaced fractures). The median follow-up was 2 years. With hemiarthroplasty (HA) and total hip arthroplasty (THA) as a comparison, risk of surgical revision was significantly higher with the treatments unthreaded cervical osteosynthesis (OR 8.0 [95% CrI 3.6–15.5] and 5.9 [2.4–12.0], respectively), screw (9.4 [6.0–16.5] and 6.7 [3.9–13.6]) and plate (12.5 [5.8–23.8] and 7.8 [3.8–19.4]). CONCLUSIONS: In older women with displaced femoral neck fractures, arthroplasty (HA and THA) is the most effective treatment in terms of risk of revision surgery. SYSTEMATIC REVIEW REGISTRATION: PROSPERO no. CRD42013004218. LEVEL OF EVIDENCE: Network Meta-Analysis, Level 1.
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spelling pubmed-47033822016-01-15 Meta-Analysis of a Complex Network of Non-Pharmacological Interventions: The Example of Femoral Neck Fracture Mosseri, Jonathan Trinquart, Ludovic Nizard, Rémy Ravaud, Philippe PLoS One Research Article BACKGROUND: Surgical interventions raise specific methodological issues in network meta-analysis (NMA). They are usually multi-component interventions resulting in complex networks of randomized controlled trials (RCTs), with multiple groups and sparse connections. PURPOSE: To illustrate the applicability of the NMA in a complex network of surgical interventions and to prioritize the available interventions according to a clinically relevant outcome. METHODS: We considered RCTs of treatments for femoral neck fracture in adults. We searched CENTRAL, MEDLINE, EMBASE and ClinicalTrials.gov up to November 2015. Two reviewers independently selected trials, extracted data and used the Cochrane Collaboration’s tool for assessing the risk of bias. A group of orthopedic surgeons grouped similar but not identical interventions under the same node. We synthesized the network using a Bayesian network meta-analysis model. We derived posterior odds ratios (ORs) and 95% credible intervals (95% CrIs) for all possible pairwise comparisons. The primary outcome was all-cause revision surgery. RESULTS: Data from 27 trials were combined, for 4,186 participants (72% women, mean age 80 years, 95% displaced fractures). The median follow-up was 2 years. With hemiarthroplasty (HA) and total hip arthroplasty (THA) as a comparison, risk of surgical revision was significantly higher with the treatments unthreaded cervical osteosynthesis (OR 8.0 [95% CrI 3.6–15.5] and 5.9 [2.4–12.0], respectively), screw (9.4 [6.0–16.5] and 6.7 [3.9–13.6]) and plate (12.5 [5.8–23.8] and 7.8 [3.8–19.4]). CONCLUSIONS: In older women with displaced femoral neck fractures, arthroplasty (HA and THA) is the most effective treatment in terms of risk of revision surgery. SYSTEMATIC REVIEW REGISTRATION: PROSPERO no. CRD42013004218. LEVEL OF EVIDENCE: Network Meta-Analysis, Level 1. Public Library of Science 2016-01-06 /pmc/articles/PMC4703382/ /pubmed/26735922 http://dx.doi.org/10.1371/journal.pone.0146336 Text en © 2016 Mosseri et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
spellingShingle Research Article
Mosseri, Jonathan
Trinquart, Ludovic
Nizard, Rémy
Ravaud, Philippe
Meta-Analysis of a Complex Network of Non-Pharmacological Interventions: The Example of Femoral Neck Fracture
title Meta-Analysis of a Complex Network of Non-Pharmacological Interventions: The Example of Femoral Neck Fracture
title_full Meta-Analysis of a Complex Network of Non-Pharmacological Interventions: The Example of Femoral Neck Fracture
title_fullStr Meta-Analysis of a Complex Network of Non-Pharmacological Interventions: The Example of Femoral Neck Fracture
title_full_unstemmed Meta-Analysis of a Complex Network of Non-Pharmacological Interventions: The Example of Femoral Neck Fracture
title_short Meta-Analysis of a Complex Network of Non-Pharmacological Interventions: The Example of Femoral Neck Fracture
title_sort meta-analysis of a complex network of non-pharmacological interventions: the example of femoral neck fracture
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4703382/
https://www.ncbi.nlm.nih.gov/pubmed/26735922
http://dx.doi.org/10.1371/journal.pone.0146336
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