眼科 ›› 2026, Vol. 35 ›› Issue (4): 264-269.doi: 10.13281/i.cnki.issn.1004-4469.2026.04.003

• 论著 • 上一篇    下一篇

基于FAERS数据库的抗肿瘤药物眼部不良事件的不成比例分析

张文涛1  杨琦1  刘宇娜2   

  1. 1北京中西医结合医院药剂科,北京 100039; 2北京中西医结合医院科研办公室,北京 100039
  • 收稿日期:2026-06-15 出版日期:2026-07-25 发布日期:2026-07-21
  • 通讯作者: 刘宇娜,Email:yunaliu@126.com

Disproportionality analysis of ocular adverse events of antineoplastic drugs based on the FAERS database

Zhang Wentao1, Yang  Qi1, Liu Yuna2   

  1. 1 Department of Pharmacy, Beijing Hospital of Integrated Traditional Chinese and Western Medicine, Beijing 100039, China; 2 Research Office, Beijing Hospital of Integrated Traditional Chinese and Western Medicine, Beijing 100039, China
  • Received:2026-06-15 Online:2026-07-25 Published:2026-07-21
  • Contact: Liu Yuna, Email: yunaliu@126.com

摘要: 目的 基于美国食品药品监督管理局不良事件报告系统(FDA adverse event reporting system,FAERS)数据,分析抗肿瘤药物发生眼部不良事件(ocular adverse events,OAE)的临床特征,明确不同药物类别在介导OAE的损害部位、风险强度及发生时间上的差异,为临床风险分层监测提供依据。设计  回顾性研究。研究对象  FAERS数据库2004年第一季度至2026年第一季度共 89 个季度的数据报告。方法依据FDA标准去重策略、关键词词干匹配后,纳入FAERS数据库中含有OAE的报告。对各类抗肿瘤药物产生OAE的系统器官(即损害部位或器官)与首选术语(即OAE表现的体征/症状)的信号强度开展比值比,信息成分等不成比例分析,量化评估各类抗肿瘤药物发生OAE的强度及严重程度,分析抗肿瘤药物发生OAE的事件发生时间(time to onset, TTO)。主要指标  系统器官分类与首选术语的信号强度、报告率、视力威胁性 OAE 分布、TTO。结果  抗体药物偶联物(antibody-drug conjugate, ADC)相关 OAE整体风险较高,在单药及首选术语层面表现最为突出,且呈现显著的载荷亚型异质性,单甲基澳瑞他汀 F(monomethyl auristatin F, MMAF)载荷类 ADC 的角膜毒性最为广泛。酪氨酸激酶抑制剂(tyrosine kinase inhibitor, TKI)亚类分析显示成纤维细胞生长因子受体(fibroblast growth factor receptor, FGFR) 抑制剂亚类的眼毒性风险最高,提示TKI类药物的眼部毒性风险主要由FGFR靶点亚类驱动。首选术语层面最强信号为贝兰他单抗相关角膜病变(信息成分值=12.49)。不同种类抗肿瘤药物的 TTO 存在差异,ADC的中位TTO较长(228天),提示临床应当注意长期监测其安全性。结论  抗肿瘤药物相关OAE 呈现显著类别特异性特征。ADC类药物的OAE信号在各类抗肿瘤药物中较为突出,并呈现明确的载荷依赖性, MMAF 载荷 ADC 的角膜病变为特征性高风险。TTO分析提示,ADC类药物的OAE需要长期监测。

关键词: FAERS 数据库, 眼部不良事件, 抗肿瘤药物, 不成比例分析, 抗体药物偶联物

Abstract: Objective To systematically analyze the clinical characteristics of ocular adverse events (OAE) associated with anti-cancer agents based on data from the FDA adverse event reporting system (FAERS), and to clarify the differences among different drug classes in terms of affected sites, risk intensity, and temporal patterns of OAE, so as to provide evidence for clinical risk-stratified monitoring. Design Retrospective study. Participants Data reports from the FAERS database spanning 89 quarters, from the first quarter of 2004 to the first quarter of 2026. Methods After applying FDA-standard deduplication strategies, keyword stem matching, all OAE-related reports in the FAERS database were included. Disproportionality analyses, including reporting odds ratios and information components, were performed on the signal intensities of system organ classes (i.e., affected sites/organs) and preferred terms (i.e., signs/symptoms of OAE manifestations) for various anti-cancer agents, to quantitatively assess the intensity and severity of OAE associated with each drug class. Descriptive analysis was conducted on the time to onset (TTO) of OAE associated with anti-cancer agents. Main Outcome Measures Signal intensity of system organ classes and preferred terms, reporting rates, distribution of vision-threatening OAE, and TTO. Results Antibody drug conjugates (ADC) were associated with a higher overall risk of OAE, being the most prominent at both the single agent and preferred term levels, and exhibited marked payload subtype heterogeneity; ADC with the monomethyl auristatin F (MMAF) payload demonstrated the most extensive corneal toxicity. Subgroup analysis of tyrosine kinase inhibitors (TKI) revealed that the fibroblast growth factor receptor (FGFR) inhibitor subclass carried the highest risk of ocular toxicity, suggesting that the overall ocular risk of TKI is primarily driven by the FGFR-targeting subclass. At the preferred term level, the strongest signal was belantamab associated keratopathy (information component value=12.49). Time to onset (TTO) varied across anti-cancer drug classes: the median TTO for ADC was relatively long (228 days), suggesting that long term safety monitoring is warranted in clinical practice. Conclusion OAE associated with anti-cancer agents exhibit distinct class-specific characteristics. ADC demonstrated particularly prominent ocular toxicity signals and showed clear payload-dependent differences, with MMAF-containing ADC being characterized by a high risk of corneal disorders. TTO analysis suggested that ocular safety monitoring for ADC should be extended long time.


Key words:  FAERS database, Ocular adverse events, Anti-cancer drugs, Disproportionality analysis, Antibody-drug conjugate