A multistate transition model for statin‐induced myopathy and statin discontinuation
dc.contributor.author | Zhu, Yuxi | |
dc.contributor.author | Chiang, Chien-Wei | |
dc.contributor.author | Wang, Lei | |
dc.contributor.author | Brock, Guy | |
dc.contributor.author | Milks, M. Wesley | |
dc.contributor.author | Cao, Weidan | |
dc.contributor.author | Zhang, Pengyue | |
dc.contributor.author | Zeng, Donglin | |
dc.contributor.author | Donneyong, Macarius | |
dc.contributor.author | Li, Lang | |
dc.contributor.department | Biostatistics and Health Data Science, Richard M. Fairbanks School of Public Health | |
dc.date.accessioned | 2024-04-08T11:43:28Z | |
dc.date.available | 2024-04-08T11:43:28Z | |
dc.date.issued | 2021 | |
dc.description.abstract | 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. | |
dc.eprint.version | Final published version | |
dc.identifier.citation | Zhu Y, Chiang CW, Wang L, et al. A multistate transition model for statin-induced myopathy and statin discontinuation. CPT Pharmacometrics Syst Pharmacol. 2021;10(10):1236-1244. doi:10.1002/psp4.12691 | |
dc.identifier.uri | https://hdl.handle.net/1805/39837 | |
dc.language.iso | en_US | |
dc.publisher | Wiley | |
dc.relation.isversionof | 10.1002/psp4.12691 | |
dc.relation.journal | CPT Pharmacometrics & Systems Pharmacology | |
dc.rights | Attribution-NonCommercial 4.0 International | en |
dc.rights.uri | http://creativecommons.org/licenses/by-nc/4.0/ | |
dc.source | PMC | |
dc.subject | Hydroxymethylglutaryl-CoA reductase inhibitors | |
dc.subject | Muscular diseases | |
dc.subject | Rhabdomyolysis | |
dc.title | A multistate transition model for statin‐induced myopathy and statin discontinuation | |
dc.type | Article |