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Data-mining for detecting signals of adverse drug reactions of fluoxetine using the Korea Adverse Event Reporting System (KAERS) database

机译:使用韩国不良事件报告系统(KAERS)数据库来检测氟西汀不良药物反应的信号的数据挖掘

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Abstract Selective serotonin reuptake inhibitors (SSRIs) have become one of the most broadly used medications in psychiatry. Fluoxetine is the first representative antidepressant SSRI drug approved by the Food and Drug Administration (FDA) in 1987. Safety information on fluoxetine use alone was less reported than its combined use with other drugs. There were no published papers on adverse drug reactions (ADRs) of fluoxetine analyzing spontaneous adverse events reports. We detected signals of the adverse drug reactions of fluoxetine by data mining using the Korea Adverse Events Reporting System (KAERS) database. We defined signals in this study by the reporting odds ratios (ROR), proportional reporting ratios (PRR), and information components (IC) indices. The KAERS database included 860,224 AE reports, among which 866 reports contained fluoxetine. We compared the labels of fluoxetine among the United States, UK, Germany, France, China, and Korea. Some of the signals, including emotional lability, myositis, spinal stenosis, paradoxical drug reaction, drug dependence, extrapyramidal disorder, adrenal insufficiency, and intracranial hemorrhage, were not labeled in the six countries. In conclusion, we identified new signals that were not known at the time of market approval. However, certain factors should be required for signal evaluation, such as clinical significance, preventability, and causality of the detected signals. Highlights ? It is the first paper on ADR of fluoxetine using spontaneous AE reports. ? We detected signals comparing three control groups to confirm comparability. ? We identified new signals unknown at market approval in the 6 countries.
机译:摘要选择性血清素再摄取抑制剂(SSRIS)已成为精神科最广泛使用的药物之一。 Flyoxetine是1987年由食品和药物管理局(FDA)批准的第一个代表性的抗抑郁药物药物批准。单独使用的氟西汀使用的安全信息比其与其他药物的结合使用较少。氟西汀的不良药物(ADRS)没有公布的论文分析自发的不良事件报告。通过使用韩国不良事件报告系统(KAERS)数据库,通过数据挖掘检测氟西汀的不良药物反应的信号。我们通过报告赔率比(ROR),比例报告比(PRR)和信息组件(IC)指数来定义该研究中的信号。 KAERS数据库包括860,224 AE报告,其中866个报告含有氟西汀。我们比较了美国,英国,德国,法国,中国和韩国的氟西汀标签。其中一些信号,包括情绪较大,肌炎,脊柱狭窄,矛盾药物反应,药物依赖性,肾上腺素不全,肾上腺素不足,颅内出血,未在六个国家签名。总之,我们确定了在市场批准时未知的新信号。然而,信号评估应该需要某些因素,例如检测到信号的临床意义,预防性和因果关系。强调 ?它是氟西汀ADR的第一篇论文,使用自发AE报告。还我们检测到信号比较三个对照组以确认可比性。还我们确定了6个国家在市场批准中未知的新信号。

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