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Adverse Event Profiles of Platinum Agents: Data Mining of the Public Version of the FDA Adverse Event Reporting System AERS and Reproducibility of Clinical Observations

机译:白金代理的不良事件概况:FDA不良事件报告系统AERS和临床观察结果的可重复性的公共版本的数据挖掘

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摘要

>Objective: Adverse event reports (AERs) submitted to the US Food and Drug Administration (FDA) were reviewed to confirm platinum agent-associated adverse events, and to clarify the rank-order of these drugs in terms of susceptibility.>Methods: After a revision of arbitrary drug names and the deletion of duplicated submissions, AERs involving cisplatin (CDDP), carboplatin (CBDCA), or oxaliplatin (L-OHP) were analyzed. Authorized pharmacovigilance tools were used for the quantitative detection of signals, i.e., drug-associated adverse events, including the proportional reporting ratio, the reporting odds ratio, the information component given by a Bayesian confidence propagation neural network, and the empirical Bayes geometric mean.>Results: Based on 1,644,220 AERs from 2004 to 2009, CDDP, CBDCA, and L-OHP all proved to cause nausea, vomiting, acute renal failure, neutropenia, thrombocytopenia, and peripheral sensory neuropathy. Higher susceptibility to nausea was found for CDDP than CBDCA and L-OHP. Acute renal failure was also more predominant for CDDP, and CBDCA did not increase the blood level of creatinine. A stronger association with thrombocytopenia was suggested for CBDCA. Susceptibility to peripheral sensory neuropathy was greatest for L-OHP, but less extensive for CDDP and CBDCA.>Conclusion: The results obtained herein were consistent with clinical observations, suggesting the usefulness of the FDA's adverse event reporting system, AERS, and the data mining method used herein.
机译:>目的:对提交给美国食品药品管理局(FDA)的不良事件报告(AER)进行了审核,以确认与铂类药物相关的不良事件,并阐明这些药物在以下方面的排名: >方法:在修改了任意药物名称并删除了重复提交的文件后,分析了涉及顺铂(CDDP),卡铂(CBDCA)或奥沙利铂(L-OHP)的AER。授权的药物警戒工具用于定量检测信号,即与药物相关的不良事件,包括比例报告率,报告比值比,贝叶斯置信度传播神经网络给出的信息成分以及经验贝叶斯几何平均值。 >结果:根据2004年至2009年的1,644,220例AER,CDDP,CBDCA和L-OHP均被证明可引起恶心,呕吐,急性肾功能衰竭,中性粒细胞减少,血小板减少和周围感觉神经病。发现CDDP比CBDCA和L-OHP对恶心的敏感性更高。急性肾功能衰竭也以CDDP为主,而CBDCA并未增加血肌酐的水平。提示CBDCA与血小板减少症的关联更强。 L-OHP对周围感觉神经病的敏感性最高,而CDDP和CBDCA的敏感性较差。>结论:本文获得的结果与临床观察结果一致,表明FDA不良事件报告系统的有用性, AERS,以及此处使用的数据挖掘方法。

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