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High-throughput Identification of Synergistic Drug Combinations by the Overlap2 Method
Published on: May 21, 2018
Pharmacovigilance analysis of myopathy associated with azoles and nonstatins interactions based on US FAERS database
Shen'ao Jing1, Xue Zhang1, Ying Zhang2
1Department of Clinical Pharmacy, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Engineering and Technology Research Center for Pediatric Drug Development, Shandong Medicine and Health Key Laboratory of Clinical Pharmacy, Jinan, Shandong Province, People's Republic of China.
Abstract:
Azoles are first-line antifungal agents known to increase the risk of statin-related myopathy due to drug interactions. However, myopathy events have also been observed in patients using azoles without concurrent statin use, suggesting that azoles may be linked to an increased risk of non-statin-related myopathy. Based on data from the U.S. Food and Drug Administration Adverse Event Reporting System (FAERS), this study aimed to determine whether azoles are associated with a disproportionately high incidence of myopathy after excluding statin-related reports and to explore the potential contribution of interactions between azoles and nonstatins. We used Open Vigil 2.1 to conduct a disproportionality analysis based on data from the FAERS from Q1 2004 to Q2 2023. We excluded reports with at least one statin. Myopathy was defined based on a Standardized MedDRA Query (SMQ). Five azoles were screened. The reporting odds ratio (ROR) and Bayesian confidence propagation neural network (BCPNN) information components (ICs) were used for disproportionality analysis. Subset analysis and the Ω shrinkage measure model were used to detect drug‒drug interaction (DDI) signals. Sensitivity analysis was also conducted. In the nonstatin dataset, we identified 215 cases of myopathy associated with azole use. Notably, 50.5% of the reports involved voriconazole among East Asian patients. Voriconazole, fluconazole, and itraconazole were associated with myopathy in narrow and broad SMQ searches. Posaconazole and isavuconazole were associated with myopathy in the broad SMQ search. Forty-two potential DDIs between azoles and nonstatins were identified. A literature review identified 12 related cases. Azoles, particularly voriconazole in East Asian populations, are associated with an increased reporting frequency of myopathy events in the absence of statin use. DDIs with some nonstatins further elevate this frequency.
Insights
Azole antifungals, especially voriconazole in East Asian patients, are linked to higher myopathy risks even without statins. Drug interactions with nonstatins can further increase this risk.
Area of Science:
- Pharmacovigilance
- Clinical Pharmacology
- Drug Safety
Background:
- Azoles are common antifungals with known interactions causing statin-related myopathy.
- Myopathy has been reported with azoles even when statins are not used concurrently.
- This suggests azoles may independently increase myopathy risk.
Purpose of the Study:
- To investigate the association between azole use and myopathy, excluding statin-related cases.
- To determine if azoles are disproportionately reported with myopathy in the FAERS database.
- To explore potential drug-drug interactions between azoles and non-statin medications contributing to myopathy.
Main Methods:
- Disproportionality analysis using Open Vigil 2.1 on FAERS data (Q1 2004–Q2 2023).
- Myopathy cases were identified using Standardized MedDRA Queries (SMQ), excluding reports with statins.
- Reporting Odds Ratio (ROR) and Bayesian Information Component (IC) were calculated; drug-drug interaction signals were assessed using subset analysis and shrinkage models.
Main Results:
- 215 myopathy cases linked to azoles were found in the non-statin dataset.
- Voriconazole was implicated in 50.5% of cases, particularly among East Asian patients.
- Voriconazole, fluconazole, and itraconazole showed associations with myopathy across SMQ searches; posaconazole and isavuconazole in broad searches.
- Forty-two potential azole-nonstatin drug-drug interactions were identified.
Conclusions:
- Azoles, notably voriconazole in East Asian populations, are associated with increased myopathy reporting independent of statin use.
- Drug interactions with non-statin medications may further elevate the risk of azole-induced myopathy.
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