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A potential competition bias in the detection of safety signals from spontaneous reporting databases.

机译:从自发报告数据库检测安全信号时可能存在竞争偏差。

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PURPOSE: To study whether reports related to known drug-event associations could hinder the detection of new signals by increasing the detection thresholds when using disporportionality analyses in spontaneous reporting (SR) databases. METHODS: The French SR database (2005-2006 data) was used to test this hypothesis for the following events: bleeding, headache, hepatitis, myalgia, myocardial infarction, stroke, and toxic epidermal necrolysis (TEN). For each of these, using the Proportional Reporting Ratio (PRR) and the Reporting Odds Ratio (ROR), the number of cases needed to trigger a signal out of 50, 100, and 200 reports for a hypothetical newly introduced drug were computed before and after removing from the database reports involving drugs known to be associated with the event. RESULTS: For bleeding and stroke, removing potentially competitive data resulted in a decrease of the number of cases needed to trigger a signal for a newly introduced drug for both PRR and ROR (e.g., from 9 to 4, and 5 to 3 cases out of 50 reports for bleeding and stroke, respectively using the PRR). They were not or only slightly modified for the other studied events. CONCLUSIONS: Removing reports related to known drug-event associations could increase the sensitivity of signal detection in SR databases. This should be considered when using SR databases for signal detection as it could result in earlier identification of new drug-event associations.
机译:目的:研究在自发报告(SR)数据库中使用分布不均分析时,与已知药物事件关联有关的报告是否可能通过增加检测阈值来阻碍新信号的检测。方法:使用法国SR数据库(2005-2006数据)检验以下情况的假设:出血,头痛,肝炎,肌痛,心肌梗塞,中风和中毒性表皮坏死症(TEN)。对于每种方法,使用比例报告率(PRR)和报告几率(ROR),在假定的新引入药物之前和之后,计算触发信号的50、100和200个报告所需的案例数。从数据库中删除涉及已知与事件有关的药物的报告后。结果:对于出血和中风,删除潜在的竞争性数据导致触发针对PRR和ROR的新药物触发信号所需的病例数减少(例如,从9例增加到4例,从5例减少到3例)使用PRR分别有50份关于出血和中风的报告。对于其他已研究的事件,它们没有或仅有轻微的修改。结论:删除与已知药物事件关联有关的报告可能会增加SR数据库中信号检测的敏感性。在使用SR数据库进行信号检测时应考虑到这一点,因为它可能导致较早地识别新的药物事件关联。

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