基于FAERS数据库西地那非不同适应证的不良事件信号挖掘

    Data Mining of Adverse Events for Sildenafil Under Different Indications Based on the FAERS Database

    • 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)数据库,挖掘西地那非不同适应证的不良事件(adverse drug event,ADE)信号,为临床安全用药提供参考。
      方法 从FAERS中提取2004年第1季度—2024年第3季度西地那非不同适应证的ADE报告数据,采用报告比值比(reporting odds ratio,ROR)法、贝叶斯置信区间递进神经网络(Bayesian Confidence Propagation Neural Network,BCPNN)法进行 ADE 信号检测。
      结果 共得到以西地那非为首要怀疑药物的报告数16533例,其中适应证为勃起功能障碍(erectile dysfunction,ED)报告数6502例,适应证为肺动脉高压(pulmonary arterial hypertension,PAH)报告数10031例。通过ROR和BCPNN法挖掘,ED适应证中检测出97个阳性信号,报告数最多依次为恶性黑色素瘤、勃起增强、射精障碍等;PAH适应证中检测出278个阳性信号,报告数最多依次为死亡、心力衰竭、充血性心力衰竭等。ED患者中恶性黑色素瘤报告数较多且信号强度高,中位诱发时间为1783 d,PAH患者中报告数却非常少。在2种适应证中,眼器官和耳及迷路系统的ADE报告数量和信号强度均较高,如视力损害和听力减退等,临床需注意关注。
      结论 西地那非不同适应证其ADE存在差异,对于ED患者,恶性黑色素瘤的报告例数和信号强度均较强,而PAH患者其报告数较少,需进一步通过临床随机对照研究证实。2种适应证都需要密切关注眼器官和耳部及迷路系统的ADE,如视力损害和听力减退等。

       

      Abstract:
      OBJECTIVE  To mine the adverse drug event(ADE) signals of sildenafil under different indications based on the FDA Adverse Event Reporting System(FAERS) database and to provide references for safe clinical medication use.
      METHODS  Data on ADE reports under different indications from the first quarter of 2004 to the third quarter of 2024 were extracted from the FAERS database. ADE signal detection was performed using the reporting odds ratio(ROR) method and the Bayesian Confidence Propagation Neural Network(BCPNN) method.
      RESULTS  A total of 16 533 reports were received with sildenafil as the primary suspected drug, among which 6 502 reports were for the indication of erectile dysfunction(ED) and 10 031 reports were for pulmonary arterial hypertension(PAH). Using the ROR and BCPNN, 97 positive signal PTs were identified for ED indication, with the highest number of reports being for malignant melanoma, enhanced erection, and ejaculation disorder, etc. For PAH, 278 positive signal were identified, with the highest number of reports being for death, heart failure, and congestive heart failure, etc. It was found that the number of reports for malignant melanoma in ED patients was high and the signal strength was strong, with a median induction time of 1 783 d, while the number of reports in PAH patients was very low. In both 2 indications, the number and signal strength of ADE in the eye and ear and labyrinth systems were relatively high, such as vision impairment and hearing loss, etc, which require clinical attention.
      CONCLUSION  There are differences in ADE among different indications of sildenafil. For ED patients, the report numbers and signal strengths for malignant melanoma were relatively high, whereas those for PAH patients were very low. Further clinical randomized controlled studies are needed to confirm these findings. In both indications, close attention should be paid to adverse events in the eye organs and ear and labyrinth systems, such as visual impairment and hearing loss.

       

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