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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2019
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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. |
format | Online Article Text |
id | pubmed-7260089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
record_format | MEDLINE/PubMed |
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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