Translational Vision Science & Technology · 2024 · 19 citations · 24 references
PharmacyOphthalmologyPharmacologyOcular PharmacologyOphthalmic EpidemiologyPharmacovigilanceAdverse Drug Event ReportingAdverse Drug Reaction ReportingDrug Safety MonitoringPharmacoepidemiologyPharmacovigilance Data SourcesSpontaneous Reporting SystemsAdverse Drug Event Reporting AnalysisAdverse Drug Reaction AnalysisAdverse Drug Reaction EpidemiologyAdverse Event Reporting RatesDrug Administration DatabasesDrug Adverse Effect DatabasesDrug-induced Ocular Adverse Effects
Purpose: This study aimed to assess the drug risk of drug-related keratitis and track the epidemiological characteristics of drug-related keratitis. Methods: This study analyzed data from the U.S. Food and Drug Administration (FDA) Adverse Event Reporting System (FAERS) database from January 2004 to December 2023. A disproportionality analysis was conducted to assess drug-related keratitis with positive signals, and drugs were classified and assessed with regard to their drug-induced timing and risk of drug-related keratitis. Results: A total of 1606 drugs were reported to pose a risk of drug-related keratitis in the FAERS database, and, after disproportionality analysis and screening, 17 drugs were found to significantly increase the risk of drug-related keratitis. Among them, seven were ophthalmic medications, including dorzolamide (reporting odds ratio [ROR] = 3695.82), travoprost (ROR = 2287.27), and brimonidine (ROR = 2118.52), and 10 were non-ophthalmic medications, including tralokinumab (ROR = 2609.12), trazodone (ROR = 2377.07), and belantamab mafodotin (ROR = 680.28). The top three drugs having the highest risk of drug-related keratitis were dorzolamide (Bayesian confidence propagation neural network [BCPNN] = 11.71), trazodone (BCPNN = 11.11), and tralokinumab (BCPNN = 11.08). The drug-induced times for non-ophthalmic medications were significantly shorter than those for ophthalmic medications (mean days, 141.02 vs. 321.96, respectively; P < 0.001). The incidence of drug-related keratitis reached its peak in 2023. Conclusions: Prevention of drug-related keratitis is more important than treatment. Identifying the specific risks and timing of drug-induced keratitis can support the development of preventive measures. Translational Relevance: Identifying the specific drugs related to medication-related keratitis is of significant importance for drug vigilance in the occurrence of drug-related keratitis.
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DrugBank 5.0: a major update to the DrugBank database for 2018
David S. Wishart, Yannick Djoumbou-Feunang, An Chi Guo et al. · Nucleic Acids Research · 2017 · 8.8K citations · Full text
Udai Banerji, Carla M.L. van Herpen, Cristina Saura et al. · The Lancet Oncology · 2019 · 565 citations · Full text
Medicine, Oncology, Pharmacology +17
Bayesian Confidence Propagation Neural Network
Andrew Bate · Drug Safety · 2007 · 144 citations
Computing, Electrical Engineering, Bayesian Data Analysis +11