Cargando…
A multistate transition model for statin‐induced myopathy and statin discontinuation
The overarching goal of this study was to simultaneously model the dynamic relationships among statin exposure, statin discontinuation, and potentially statin‐related myopathic outcomes. We extracted data from the Indiana Network of Patient Care for 134,815 patients who received statin therapy betwe...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8520747/ https://www.ncbi.nlm.nih.gov/pubmed/34562311 http://dx.doi.org/10.1002/psp4.12691 |
_version_ | 1784584734025711616 |
---|---|
author | Zhu, Yuxi Chiang, Chien‐Wei Wang, Lei Brock, Guy Milks, M. Wesley Cao, Weidan Zhang, Pengyue Zeng, Donglin Donneyong, Macarius Li, Lang |
author_facet | Zhu, Yuxi Chiang, Chien‐Wei Wang, Lei Brock, Guy Milks, M. Wesley Cao, Weidan Zhang, Pengyue Zeng, Donglin Donneyong, Macarius Li, Lang |
author_sort | Zhu, Yuxi |
collection | PubMed |
description | The overarching goal of this study was to simultaneously model the dynamic relationships among statin exposure, statin discontinuation, and potentially statin‐related myopathic outcomes. We extracted data from the Indiana Network of Patient Care for 134,815 patients who received statin therapy between January 4, 2004, and December 31, 2008. All individuals began statin treatment, some discontinued statin use, and some experienced myopathy and/or rhabdomyolysis while taking the drug or after discontinuation. We developed a militate model to characterize 12 transition probabilities among six different states defined by use or discontinuation of statin and its associated myopathy or rhabdomyolysis. We found that discontinuation of statin therapy was common and frequently early, with 44.4% of patients discontinuing therapy after 1 month, and discontinuation is a strong indicator for statin‐induced myopathy (risk ratio, 10.8; p < 0.05). Women more likely than men (p < 0.05) and patients aged 65 years and older had a higher risk than those aged younger than 65 years to discontinue statin use or experience myopathy. In conclusion, we introduce an innovative multistate model that allows clear depiction of the relationship between statin discontinuation and statin‐induced myopathy. For the first time, we have successfully demonstrated and quantified the relative risk of myopathy between patients who continued and discontinued statin therapy. Age and sex were two strong risk factors for both statin discontinuation and incident myopathy. |
format | Online Article Text |
id | pubmed-8520747 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85207472021-10-25 A multistate transition model for statin‐induced myopathy and statin discontinuation Zhu, Yuxi Chiang, Chien‐Wei Wang, Lei Brock, Guy Milks, M. Wesley Cao, Weidan Zhang, Pengyue Zeng, Donglin Donneyong, Macarius Li, Lang CPT Pharmacometrics Syst Pharmacol Research The overarching goal of this study was to simultaneously model the dynamic relationships among statin exposure, statin discontinuation, and potentially statin‐related myopathic outcomes. We extracted data from the Indiana Network of Patient Care for 134,815 patients who received statin therapy between January 4, 2004, and December 31, 2008. All individuals began statin treatment, some discontinued statin use, and some experienced myopathy and/or rhabdomyolysis while taking the drug or after discontinuation. We developed a militate model to characterize 12 transition probabilities among six different states defined by use or discontinuation of statin and its associated myopathy or rhabdomyolysis. We found that discontinuation of statin therapy was common and frequently early, with 44.4% of patients discontinuing therapy after 1 month, and discontinuation is a strong indicator for statin‐induced myopathy (risk ratio, 10.8; p < 0.05). Women more likely than men (p < 0.05) and patients aged 65 years and older had a higher risk than those aged younger than 65 years to discontinue statin use or experience myopathy. In conclusion, we introduce an innovative multistate model that allows clear depiction of the relationship between statin discontinuation and statin‐induced myopathy. For the first time, we have successfully demonstrated and quantified the relative risk of myopathy between patients who continued and discontinued statin therapy. Age and sex were two strong risk factors for both statin discontinuation and incident myopathy. John Wiley and Sons Inc. 2021-09-25 2021-10 /pmc/articles/PMC8520747/ /pubmed/34562311 http://dx.doi.org/10.1002/psp4.12691 Text en © 2021 The Authors. CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Zhu, Yuxi Chiang, Chien‐Wei Wang, Lei Brock, Guy Milks, M. Wesley Cao, Weidan Zhang, Pengyue Zeng, Donglin Donneyong, Macarius Li, Lang A multistate transition model for statin‐induced myopathy and statin discontinuation |
title | A multistate transition model for statin‐induced myopathy and statin discontinuation |
title_full | A multistate transition model for statin‐induced myopathy and statin discontinuation |
title_fullStr | A multistate transition model for statin‐induced myopathy and statin discontinuation |
title_full_unstemmed | A multistate transition model for statin‐induced myopathy and statin discontinuation |
title_short | A multistate transition model for statin‐induced myopathy and statin discontinuation |
title_sort | multistate transition model for statin‐induced myopathy and statin discontinuation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8520747/ https://www.ncbi.nlm.nih.gov/pubmed/34562311 http://dx.doi.org/10.1002/psp4.12691 |
work_keys_str_mv | AT zhuyuxi amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT chiangchienwei amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT wanglei amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT brockguy amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT milksmwesley amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT caoweidan amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT zhangpengyue amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT zengdonglin amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT donneyongmacarius amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT lilang amultistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT zhuyuxi multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT chiangchienwei multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT wanglei multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT brockguy multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT milksmwesley multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT caoweidan multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT zhangpengyue multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT zengdonglin multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT donneyongmacarius multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation AT lilang multistatetransitionmodelforstatininducedmyopathyandstatindiscontinuation |