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Bisphosphonates and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies
BACKGROUND: Occurrence of atrial fibrillation (AF) amongst bisphosphonate users has been increasingly reported but results are conflicting. We performed a Bayesian meta-analysis to address the possible association between the occurrence of AF and bisphosphonate use and estimated the posterior probab...
Autores principales: | , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2758833/ https://www.ncbi.nlm.nih.gov/pubmed/19772579 http://dx.doi.org/10.1186/1471-2474-10-113 |
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author | Mak, Anselm Cheung, Mike WL Ho, Roger Chun-Man Cheak, Alicia Ai-Cia Lau, Chak Sing |
author_facet | Mak, Anselm Cheung, Mike WL Ho, Roger Chun-Man Cheak, Alicia Ai-Cia Lau, Chak Sing |
author_sort | Mak, Anselm |
collection | PubMed |
description | BACKGROUND: Occurrence of atrial fibrillation (AF) amongst bisphosphonate users has been increasingly reported but results are conflicting. We performed a Bayesian meta-analysis to address the possible association between the occurrence of AF and bisphosphonate use and estimated the posterior probability of development of AF with bisphosphonate use. METHODS: Randomized controlled trials (RCTs) evaluating the efficacy and safety of bisphosphonates for treating and preventing osteoporosis, and observational studies investigating the incidence of AF amongst bisphosphonate users, were searched in electronic databases. We pooled the effect size with Bayesian meta-analysis for odds ratio (OR) and calculated its posterior probability of development of AF in bisphosphonate users for RCTs and observational studies, reported with the 95% credible interval (CI). RESULTS: Of 1751 potentially relevant citations initially retrieved, 4 RCTs and 2 reports of RCTs, and 3 observational studies were included for this meta-analysis. On pooling the RCTs, there was a non-significantly higher risk of overall (OR 1.184, 95% CI 0.837-1.656) and serious AF (OR 1.590, 95% CI 0.613-3.751) in bisphosphonate-treated patients. Combining data of observational studies also revealed a non-significantly higher risk of AF in bisphosphonate users (OR 1.251, 95% CI 0.980-1.732). Using Bayesian meta-analysis based on the effect size of observational studies as the prior, the posterior probability of OR>1.2 in the development of AF amongst bisphosphonate users in the RCTs was 0.484. Egger's regression demonstrated no notable publication bias in all the analyses. CONCLUSION: The current meta-analysis revealed no evidence of a higher risk of AF associated with bisphosphonate use. Nevertheless, based on Bayesian meta-analysis with the effect size of the observational studies as the prior, the posterior probabilities of development of AF was found to be 0.484 if the risk of AF was estimated to be more than 20%. The results of the current meta-analysis thus offer clinicians the practical probability of development of AF in patients who take bisphosphonates for the treatment of bone loss and corticosteroid induced osteoporosis. |
format | Text |
id | pubmed-2758833 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-27588332009-10-08 Bisphosphonates and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies Mak, Anselm Cheung, Mike WL Ho, Roger Chun-Man Cheak, Alicia Ai-Cia Lau, Chak Sing BMC Musculoskelet Disord Research Article BACKGROUND: Occurrence of atrial fibrillation (AF) amongst bisphosphonate users has been increasingly reported but results are conflicting. We performed a Bayesian meta-analysis to address the possible association between the occurrence of AF and bisphosphonate use and estimated the posterior probability of development of AF with bisphosphonate use. METHODS: Randomized controlled trials (RCTs) evaluating the efficacy and safety of bisphosphonates for treating and preventing osteoporosis, and observational studies investigating the incidence of AF amongst bisphosphonate users, were searched in electronic databases. We pooled the effect size with Bayesian meta-analysis for odds ratio (OR) and calculated its posterior probability of development of AF in bisphosphonate users for RCTs and observational studies, reported with the 95% credible interval (CI). RESULTS: Of 1751 potentially relevant citations initially retrieved, 4 RCTs and 2 reports of RCTs, and 3 observational studies were included for this meta-analysis. On pooling the RCTs, there was a non-significantly higher risk of overall (OR 1.184, 95% CI 0.837-1.656) and serious AF (OR 1.590, 95% CI 0.613-3.751) in bisphosphonate-treated patients. Combining data of observational studies also revealed a non-significantly higher risk of AF in bisphosphonate users (OR 1.251, 95% CI 0.980-1.732). Using Bayesian meta-analysis based on the effect size of observational studies as the prior, the posterior probability of OR>1.2 in the development of AF amongst bisphosphonate users in the RCTs was 0.484. Egger's regression demonstrated no notable publication bias in all the analyses. CONCLUSION: The current meta-analysis revealed no evidence of a higher risk of AF associated with bisphosphonate use. Nevertheless, based on Bayesian meta-analysis with the effect size of the observational studies as the prior, the posterior probabilities of development of AF was found to be 0.484 if the risk of AF was estimated to be more than 20%. The results of the current meta-analysis thus offer clinicians the practical probability of development of AF in patients who take bisphosphonates for the treatment of bone loss and corticosteroid induced osteoporosis. BioMed Central 2009-09-21 /pmc/articles/PMC2758833/ /pubmed/19772579 http://dx.doi.org/10.1186/1471-2474-10-113 Text en Copyright © 2009 Mak et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Mak, Anselm Cheung, Mike WL Ho, Roger Chun-Man Cheak, Alicia Ai-Cia Lau, Chak Sing Bisphosphonates and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies |
title | Bisphosphonates and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies |
title_full | Bisphosphonates and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies |
title_fullStr | Bisphosphonates and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies |
title_full_unstemmed | Bisphosphonates and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies |
title_short | Bisphosphonates and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies |
title_sort | bisphosphonates and atrial fibrillation: bayesian meta-analyses of randomized controlled trials and observational studies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2758833/ https://www.ncbi.nlm.nih.gov/pubmed/19772579 http://dx.doi.org/10.1186/1471-2474-10-113 |
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