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Statin-induced LDL cholesterol response and type 2 diabetes: a bidirectional two-sample Mendelian randomization study

It remains unclear whether the increased risk of new-onset type 2 diabetes (T2D) seen in statin users is due to low LDL-C concentrations, or due to the statin-induced proportional change in LDL-C. In addition, genetic instruments have not been proposed before to examine whether liability to T2D migh...

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Autores principales: Smit, Roelof AJ, Trompet, Stella, Leong, Aaron, Goodarzi, Mark O, Postmus, Iris, Warren, Helen, Theusch, Elizabeth, Barnes, Michael R, Arsenault, Benoit J, Li, Xiaohui, Feng, QiPing, Chasman, Daniel I, Cupples, L Adrienne, Hitman, Graham A, Krauss, Ronald M, Psaty, Bruce M, Rotter, Jerome I, le Cessie, Saskia, Stein, C Michael, Jukema, J Wouter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7260089/
https://www.ncbi.nlm.nih.gov/pubmed/31801993
http://dx.doi.org/10.1038/s41397-019-0125-x
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author Smit, Roelof AJ
Trompet, Stella
Leong, Aaron
Goodarzi, Mark O
Postmus, Iris
Warren, Helen
Theusch, Elizabeth
Barnes, Michael R
Arsenault, Benoit J
Li, Xiaohui
Feng, QiPing
Chasman, Daniel I
Cupples, L Adrienne
Hitman, Graham A
Krauss, Ronald M
Psaty, Bruce M
Rotter, Jerome I
le Cessie, Saskia
Stein, C Michael
Jukema, J Wouter
author_facet Smit, Roelof AJ
Trompet, Stella
Leong, Aaron
Goodarzi, Mark O
Postmus, Iris
Warren, Helen
Theusch, Elizabeth
Barnes, Michael R
Arsenault, Benoit J
Li, Xiaohui
Feng, QiPing
Chasman, Daniel I
Cupples, L Adrienne
Hitman, Graham A
Krauss, Ronald M
Psaty, Bruce M
Rotter, Jerome I
le Cessie, Saskia
Stein, C Michael
Jukema, J Wouter
author_sort Smit, Roelof AJ
collection PubMed
description It remains unclear whether the increased risk of new-onset type 2 diabetes (T2D) seen in statin users is due to low LDL-C concentrations, or due to the statin-induced proportional change in LDL-C. In addition, genetic instruments have not been proposed before to examine whether liability to T2D might cause greater proportional statin-induced LDL-C lowering. Using summary level statistics from the Genomic Investigation of Statin Therapy (GIST, n(max)=40,914) and DIAGRAM (n(max)=159,208) consortia, we found a positive genetic correlation between LDL-C statin response and T2D using LD score regression (r(genetic)=0.36, s.e.=0.13). However, mendelian randomization analyses did not provide support for statin response having a causal effect on T2D risk (OR 1.00 (95%CI: 0.97, 1.03) per 10% increase in statin response), nor that liability to T2D has a causal effect on statin-induced LDL-C response (0.20% increase in response (95%CI: −0.40, 0.80) per doubling of odds of liability to T2D). Although we found no evidence to suggest that proportional statin response influences T2D risk, a definitive assessment should be made in populations comprised exclusively of statin-users, as the presence of non-statin users in the DIAGRAM dataset may have substantially diluted our effect estimate.
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spelling pubmed-72600892020-06-05 Statin-induced LDL cholesterol response and type 2 diabetes: a bidirectional two-sample Mendelian randomization study Smit, Roelof AJ Trompet, Stella Leong, Aaron Goodarzi, Mark O Postmus, Iris Warren, Helen Theusch, Elizabeth Barnes, Michael R Arsenault, Benoit J Li, Xiaohui Feng, QiPing Chasman, Daniel I Cupples, L Adrienne Hitman, Graham A Krauss, Ronald M Psaty, Bruce M Rotter, Jerome I le Cessie, Saskia Stein, C Michael Jukema, J Wouter Pharmacogenomics J Article It remains unclear whether the increased risk of new-onset type 2 diabetes (T2D) seen in statin users is due to low LDL-C concentrations, or due to the statin-induced proportional change in LDL-C. In addition, genetic instruments have not been proposed before to examine whether liability to T2D might cause greater proportional statin-induced LDL-C lowering. Using summary level statistics from the Genomic Investigation of Statin Therapy (GIST, n(max)=40,914) and DIAGRAM (n(max)=159,208) consortia, we found a positive genetic correlation between LDL-C statin response and T2D using LD score regression (r(genetic)=0.36, s.e.=0.13). However, mendelian randomization analyses did not provide support for statin response having a causal effect on T2D risk (OR 1.00 (95%CI: 0.97, 1.03) per 10% increase in statin response), nor that liability to T2D has a causal effect on statin-induced LDL-C response (0.20% increase in response (95%CI: −0.40, 0.80) per doubling of odds of liability to T2D). Although we found no evidence to suggest that proportional statin response influences T2D risk, a definitive assessment should be made in populations comprised exclusively of statin-users, as the presence of non-statin users in the DIAGRAM dataset may have substantially diluted our effect estimate. 2019-12-05 2020-06 /pmc/articles/PMC7260089/ /pubmed/31801993 http://dx.doi.org/10.1038/s41397-019-0125-x Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Smit, Roelof AJ
Trompet, Stella
Leong, Aaron
Goodarzi, Mark O
Postmus, Iris
Warren, Helen
Theusch, Elizabeth
Barnes, Michael R
Arsenault, Benoit J
Li, Xiaohui
Feng, QiPing
Chasman, Daniel I
Cupples, L Adrienne
Hitman, Graham A
Krauss, Ronald M
Psaty, Bruce M
Rotter, Jerome I
le Cessie, Saskia
Stein, C Michael
Jukema, J Wouter
Statin-induced LDL cholesterol response and type 2 diabetes: a bidirectional two-sample Mendelian randomization study
title Statin-induced LDL cholesterol response and type 2 diabetes: a bidirectional two-sample Mendelian randomization study
title_full Statin-induced LDL cholesterol response and type 2 diabetes: a bidirectional two-sample Mendelian randomization study
title_fullStr Statin-induced LDL cholesterol response and type 2 diabetes: a bidirectional two-sample Mendelian randomization study
title_full_unstemmed Statin-induced LDL cholesterol response and type 2 diabetes: a bidirectional two-sample Mendelian randomization study
title_short Statin-induced LDL cholesterol response and type 2 diabetes: a bidirectional two-sample Mendelian randomization study
title_sort statin-induced ldl cholesterol response and type 2 diabetes: a bidirectional two-sample mendelian randomization study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7260089/
https://www.ncbi.nlm.nih.gov/pubmed/31801993
http://dx.doi.org/10.1038/s41397-019-0125-x
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