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Statins and Risk of Diabetes: An analysis of electronic medical records to evaluate possible bias due to differential survival

OBJECTIVE: Two meta-analyses of randomized trials of statins found increased risk of type 2 diabetes. One possible explanation is bias due to differential survival when patients who are at higher risk of diabetes survive longer under statin treatment. RESEARCH DESIGN AND METHODS: We used electronic...

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Autores principales: Danaei, Goodarz, García Rodríguez, Luis A., Fernandez Cantero, Oscar, Hernán, Miguel A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Diabetes Association 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3631834/
https://www.ncbi.nlm.nih.gov/pubmed/23248196
http://dx.doi.org/10.2337/dc12-1756
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author Danaei, Goodarz
García Rodríguez, Luis A.
Fernandez Cantero, Oscar
Hernán, Miguel A.
author_facet Danaei, Goodarz
García Rodríguez, Luis A.
Fernandez Cantero, Oscar
Hernán, Miguel A.
author_sort Danaei, Goodarz
collection PubMed
description OBJECTIVE: Two meta-analyses of randomized trials of statins found increased risk of type 2 diabetes. One possible explanation is bias due to differential survival when patients who are at higher risk of diabetes survive longer under statin treatment. RESEARCH DESIGN AND METHODS: We used electronic medical records from 500 general practices in the U.K. and included data from 285,864 men and women aged 50–84 years from January 2000 to December 2010. We emulated the design and analysis of a hypothetical randomized trial of statins, estimated the observational analog of the intention-to-treat effect, and adjusted for differential survival bias using inverse-probability weighting. RESULTS: During 1.2 million person-years of follow-up, there were 13,455 cases of type 2 diabetes and 8,932 deaths. Statin initiation was associated with increased risk of type 2 diabetes. The hazard ratio (95% CI) of diabetes was 1.45 (1.39–1.50) before adjusting for potential confounders and 1.14 (1.10–1.19) after adjustment. Adjusting for differential survival did not change the estimates. Initiating atorvastatin and simvastatin was associated with increased risk of type 2 diabetes. CONCLUSIONS: In this sample of the general population, statin therapy was associated with 14% increased risk of type 2 diabetes. Differential survival did not explain this increased risk.
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spelling pubmed-36318342014-05-01 Statins and Risk of Diabetes: An analysis of electronic medical records to evaluate possible bias due to differential survival Danaei, Goodarz García Rodríguez, Luis A. Fernandez Cantero, Oscar Hernán, Miguel A. Diabetes Care Original Research OBJECTIVE: Two meta-analyses of randomized trials of statins found increased risk of type 2 diabetes. One possible explanation is bias due to differential survival when patients who are at higher risk of diabetes survive longer under statin treatment. RESEARCH DESIGN AND METHODS: We used electronic medical records from 500 general practices in the U.K. and included data from 285,864 men and women aged 50–84 years from January 2000 to December 2010. We emulated the design and analysis of a hypothetical randomized trial of statins, estimated the observational analog of the intention-to-treat effect, and adjusted for differential survival bias using inverse-probability weighting. RESULTS: During 1.2 million person-years of follow-up, there were 13,455 cases of type 2 diabetes and 8,932 deaths. Statin initiation was associated with increased risk of type 2 diabetes. The hazard ratio (95% CI) of diabetes was 1.45 (1.39–1.50) before adjusting for potential confounders and 1.14 (1.10–1.19) after adjustment. Adjusting for differential survival did not change the estimates. Initiating atorvastatin and simvastatin was associated with increased risk of type 2 diabetes. CONCLUSIONS: In this sample of the general population, statin therapy was associated with 14% increased risk of type 2 diabetes. Differential survival did not explain this increased risk. American Diabetes Association 2013-05 2013-04-13 /pmc/articles/PMC3631834/ /pubmed/23248196 http://dx.doi.org/10.2337/dc12-1756 Text en © 2013 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details.
spellingShingle Original Research
Danaei, Goodarz
García Rodríguez, Luis A.
Fernandez Cantero, Oscar
Hernán, Miguel A.
Statins and Risk of Diabetes: An analysis of electronic medical records to evaluate possible bias due to differential survival
title Statins and Risk of Diabetes: An analysis of electronic medical records to evaluate possible bias due to differential survival
title_full Statins and Risk of Diabetes: An analysis of electronic medical records to evaluate possible bias due to differential survival
title_fullStr Statins and Risk of Diabetes: An analysis of electronic medical records to evaluate possible bias due to differential survival
title_full_unstemmed Statins and Risk of Diabetes: An analysis of electronic medical records to evaluate possible bias due to differential survival
title_short Statins and Risk of Diabetes: An analysis of electronic medical records to evaluate possible bias due to differential survival
title_sort statins and risk of diabetes: an analysis of electronic medical records to evaluate possible bias due to differential survival
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3631834/
https://www.ncbi.nlm.nih.gov/pubmed/23248196
http://dx.doi.org/10.2337/dc12-1756
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