Xiao Cheng, Ziwei Jiang, Guangyao Li, Jiawei Wang, Furong Han
{"title":"在FAERS和vigibase中使用先进信号检测GLP-1受体激动剂相关眼科风险的多数据库药物警戒评估。","authors":"Xiao Cheng, Ziwei Jiang, Guangyao Li, Jiawei Wang, Furong Han","doi":"10.1007/s40618-025-02712-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The expanding clinical use of glucagon-like peptide-1 receptor agonists (GLP-1 RAs) for type 2 diabetes and obesity has raised concerns about underrecognized ocular adverse events (AEs). Despite their metabolic benefits, fragmented evidence and methodological limitations in pharmacovigilance systems hinder comprehensive risk characterization. This study aimed to systematically evaluate ocular toxicity signals associated with GLP-1 RAs using advanced signal mining across the FDA Adverse Event Reporting System (FAERS) and VigiBase.</p><p><strong>Methods: </strong>Data from FAERS (2005-2025 Q1) and VigiBase (1987-2025 Q1) were analyzed for ocular AEs linked to five GLP-1 RAs (exenatide, liraglutide, dulaglutide, semaglutide, lixisenatide). Disproportionality analyses using Bayesian (Information Component, IC<sub>025</sub> > 0) and frequentist (Reporting Odds Ratio, ROR 95% CI > 1) methods identified significant signals. Duplicate reports and incomplete data were excluded, with statistical processing performed in R packages and Excel software.</p><p><strong>Results: </strong>Across both databases, ocular AEs predominantly occurred in individuals aged 45-64 and females. Semaglutide exhibited the strongest signals, notably for NAION (ROR = 40.18, IC<sub>025</sub> = 2.06 in VigiBase and ROR = 31.46, IC<sub>025</sub> = 4.84 in FAERS), with 2,878 cases in VigiBase and 2,047 in FAERS. Dulaglutide showed high rates of visual impairment and diabetic retinopathy. Early-onset AEs (≤ 30 days) were common with dulaglutide and semaglutide, while exenatide-related events peaked after > 360 days. Discrepancies between databases emerged, such as absent liraglutide/lixisenatide signals in VigiBase but moderate activity in FAERS. Furthermore, review of the prescribing information for these GLP-1RAs indicates that ocular adverse events are incompletely characterized. Diabetic retinopathy is reported solely for semaglutide and dulaglutide, while blurred vision is the only ocular event listed for lixisenatide. Other potential ocular risks are not mentioned in any of the respective drug labels.</p><p><strong>Conclusion: </strong>This large-scale pharmacovigilance analysis suggests underrecognized ocular safety signals associated with GLP-1 RAs, most prominently NAION with semaglutide and visual impairment/diabetic retinopathy with dulaglutide. The distinct AE profiles, temporal patterns (early vs. late onset), and database discrepancies highlight the complexity of GLP-1 RA ocular toxicity. These findings underscore the need for enhanced clinical vigilance, targeted post-marketing surveillance, and consideration of label updates to reflect these emerging ocular safety concerns.</p>","PeriodicalId":48802,"journal":{"name":"Journal of Endocrinological Investigation","volume":" ","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-database pharmacovigilance assessment of GLP-1 receptor agonist-related ophthalmic risks using advanced signal detection in FAERS and vigibase.\",\"authors\":\"Xiao Cheng, Ziwei Jiang, Guangyao Li, Jiawei Wang, Furong Han\",\"doi\":\"10.1007/s40618-025-02712-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The expanding clinical use of glucagon-like peptide-1 receptor agonists (GLP-1 RAs) for type 2 diabetes and obesity has raised concerns about underrecognized ocular adverse events (AEs). Despite their metabolic benefits, fragmented evidence and methodological limitations in pharmacovigilance systems hinder comprehensive risk characterization. This study aimed to systematically evaluate ocular toxicity signals associated with GLP-1 RAs using advanced signal mining across the FDA Adverse Event Reporting System (FAERS) and VigiBase.</p><p><strong>Methods: </strong>Data from FAERS (2005-2025 Q1) and VigiBase (1987-2025 Q1) were analyzed for ocular AEs linked to five GLP-1 RAs (exenatide, liraglutide, dulaglutide, semaglutide, lixisenatide). Disproportionality analyses using Bayesian (Information Component, IC<sub>025</sub> > 0) and frequentist (Reporting Odds Ratio, ROR 95% CI > 1) methods identified significant signals. Duplicate reports and incomplete data were excluded, with statistical processing performed in R packages and Excel software.</p><p><strong>Results: </strong>Across both databases, ocular AEs predominantly occurred in individuals aged 45-64 and females. Semaglutide exhibited the strongest signals, notably for NAION (ROR = 40.18, IC<sub>025</sub> = 2.06 in VigiBase and ROR = 31.46, IC<sub>025</sub> = 4.84 in FAERS), with 2,878 cases in VigiBase and 2,047 in FAERS. Dulaglutide showed high rates of visual impairment and diabetic retinopathy. Early-onset AEs (≤ 30 days) were common with dulaglutide and semaglutide, while exenatide-related events peaked after > 360 days. Discrepancies between databases emerged, such as absent liraglutide/lixisenatide signals in VigiBase but moderate activity in FAERS. Furthermore, review of the prescribing information for these GLP-1RAs indicates that ocular adverse events are incompletely characterized. Diabetic retinopathy is reported solely for semaglutide and dulaglutide, while blurred vision is the only ocular event listed for lixisenatide. Other potential ocular risks are not mentioned in any of the respective drug labels.</p><p><strong>Conclusion: </strong>This large-scale pharmacovigilance analysis suggests underrecognized ocular safety signals associated with GLP-1 RAs, most prominently NAION with semaglutide and visual impairment/diabetic retinopathy with dulaglutide. The distinct AE profiles, temporal patterns (early vs. late onset), and database discrepancies highlight the complexity of GLP-1 RA ocular toxicity. These findings underscore the need for enhanced clinical vigilance, targeted post-marketing surveillance, and consideration of label updates to reflect these emerging ocular safety concerns.</p>\",\"PeriodicalId\":48802,\"journal\":{\"name\":\"Journal of Endocrinological Investigation\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-09-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Endocrinological Investigation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s40618-025-02712-3\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Endocrinological Investigation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s40618-025-02712-3","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
Multi-database pharmacovigilance assessment of GLP-1 receptor agonist-related ophthalmic risks using advanced signal detection in FAERS and vigibase.
Background: The expanding clinical use of glucagon-like peptide-1 receptor agonists (GLP-1 RAs) for type 2 diabetes and obesity has raised concerns about underrecognized ocular adverse events (AEs). Despite their metabolic benefits, fragmented evidence and methodological limitations in pharmacovigilance systems hinder comprehensive risk characterization. This study aimed to systematically evaluate ocular toxicity signals associated with GLP-1 RAs using advanced signal mining across the FDA Adverse Event Reporting System (FAERS) and VigiBase.
Methods: Data from FAERS (2005-2025 Q1) and VigiBase (1987-2025 Q1) were analyzed for ocular AEs linked to five GLP-1 RAs (exenatide, liraglutide, dulaglutide, semaglutide, lixisenatide). Disproportionality analyses using Bayesian (Information Component, IC025 > 0) and frequentist (Reporting Odds Ratio, ROR 95% CI > 1) methods identified significant signals. Duplicate reports and incomplete data were excluded, with statistical processing performed in R packages and Excel software.
Results: Across both databases, ocular AEs predominantly occurred in individuals aged 45-64 and females. Semaglutide exhibited the strongest signals, notably for NAION (ROR = 40.18, IC025 = 2.06 in VigiBase and ROR = 31.46, IC025 = 4.84 in FAERS), with 2,878 cases in VigiBase and 2,047 in FAERS. Dulaglutide showed high rates of visual impairment and diabetic retinopathy. Early-onset AEs (≤ 30 days) were common with dulaglutide and semaglutide, while exenatide-related events peaked after > 360 days. Discrepancies between databases emerged, such as absent liraglutide/lixisenatide signals in VigiBase but moderate activity in FAERS. Furthermore, review of the prescribing information for these GLP-1RAs indicates that ocular adverse events are incompletely characterized. Diabetic retinopathy is reported solely for semaglutide and dulaglutide, while blurred vision is the only ocular event listed for lixisenatide. Other potential ocular risks are not mentioned in any of the respective drug labels.
Conclusion: This large-scale pharmacovigilance analysis suggests underrecognized ocular safety signals associated with GLP-1 RAs, most prominently NAION with semaglutide and visual impairment/diabetic retinopathy with dulaglutide. The distinct AE profiles, temporal patterns (early vs. late onset), and database discrepancies highlight the complexity of GLP-1 RA ocular toxicity. These findings underscore the need for enhanced clinical vigilance, targeted post-marketing surveillance, and consideration of label updates to reflect these emerging ocular safety concerns.
期刊介绍:
The Journal of Endocrinological Investigation is a well-established, e-only endocrine journal founded 36 years ago in 1978. It is the official journal of the Italian Society of Endocrinology (SIE), established in 1964. Other Italian societies in the endocrinology and metabolism field are affiliated to the journal: Italian Society of Andrology and Sexual Medicine, Italian Society of Obesity, Italian Society of Pediatric Endocrinology and Diabetology, Clinical Endocrinologists’ Association, Thyroid Association, Endocrine Surgical Units Association, Italian Society of Pharmacology.