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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的潜在竞争偏见。

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摘要

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:研究是否通过在自发报告(SR)数据库中使用分散性分析时,通过增加检测阈值来研究与已知药物事件关联有关的报告是否可能阻碍检测新信号。方法:法国SR数据库(2005-2006数据)用于测试以下事件的假设:出血,头痛,肝炎,肌痛,心肌梗塞,中风,毒性表皮坏死(十)。对于这些中的每一个,使用比例报告比率(PRR)和报告赔率比(ROR),以前和假设的新引入药物的50,100和200个报告所需的案件数量被计算出来从涉及已知与事件相关联的药物的数据库报告中删除。结果:对于出血和中风,去除潜在的竞争数据,导致触发新引入的药物的信号所需的案件数量的减少(例如,从9到4,5至3例) 50分别使用PRR的出血和中风报告)。它们没有或仅为其他研究事件略微修改。结论:去除与已知的药物事件关联有关的报告可以提高SR数据库中信号检测的灵敏度。使用SR数据库时应考虑使用SR数据库,因为它可能导致早期识别新的药物事件关联。

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