Recording of suspected adverse drug reaction reporting in veterinary free-text clinical narratives

IF 1.7 2区 农林科学 Q2 VETERINARY SCIENCES Journal of Small Animal Practice Pub Date : 2024-03-05 DOI:10.1111/jsap.13721
H. Davies, E. Blackwell, I. S. Fins, P. J. M. Noble, G. Pinchbeck, M. Pirmohamed, D. R. Killick
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Abstract

Objectives

To use text mining approaches to identify instances of suspected adverse drug reactions recorded in first opinion veterinary free-text clinical narratives, and to evaluate whether these were also reported to either the Veterinary Medicines Directorate or the relevant Marketing Authorisation holder in order to derive an estimate of the suspected adverse drug reaction (sADR) minimum under-reporting rate. To characterise sADR reports and explore whether particular features are associated with report submission.

Materials and Methods

Two regular expressions were developed to identify mentions of “adverse drug reactions” and “side effects” in the free-text clinical narratives of electronic health records contained within the Small Animal Veterinary Surveillance Network database. Consultations containing a match for the developed regular expressions were manually reviewed for inclusion and further classified to determine the suspected product, seriousness and expectedness of the event, and an indication of whether the event had been reported. The associations between event characteristics and reporting were explored using Fisher's exact tests.

Results

A total of 10,565 records were manually reviewed from which 827 sADRs were identified. Approximately 90% of these sADRs were not recorded as reported. Suspected adverse drug reactions that were not considered “expected” were recorded as reported more frequently than “expected” sADRs. However, clinical severity did not appear to impact on whether there was a record of reporting.

Clinical Significance

This is the first estimate of under reporting sADRs based on real world evidence from veterinary clinical records. The under-reporting rate implied by this study highlights that further interventions are required to improve reporting rate within the veterinary profession in order to support pharmacovigilance activities and improve drug safety.

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在兽医自由文本临床叙述中记录疑似药物不良反应报告。
目的:使用文本挖掘方法识别第一意见兽医自由文本临床叙述中记录的疑似药物不良反应实例,并评估这些实例是否也报告给了兽药管理局或相关营销部门:使用文本挖掘方法识别第一意见兽医自由文本临床叙述中记录的疑似药物不良反应实例,并评估这些实例是否也向兽药管理局或相关市场授权持有人报告,从而得出疑似药物不良反应(sADR)最低漏报率的估计值。描述可疑药物不良反应报告的特征,并探讨特定特征是否与报告提交相关:开发了两种正则表达式,用于识别小动物兽医监测网络数据库中电子健康记录的自由文本临床叙述中提及的 "药物不良反应 "和 "副作用"。对包含与所开发的正则表达式匹配的咨询内容进行人工审核,以确定是否纳入,并进一步分类以确定可疑产品、事件的严重性和预期性,以及是否已报告该事件。使用费雪精确检验法探讨了事件特征与报告之间的关联:共人工审核了 10,565 份记录,从中发现了 827 个 sADR。其中约 90% 的药物不良反应未被报告。与 "预期 "的 sADR 相比,"预期 "之外的疑似药物不良反应被报告的频率更高。然而,临床严重程度似乎并不影响是否有报告记录:临床意义:这是首次根据兽医临床记录中的实际证据对 sADR 报告不足的估计。临床意义:这是首次根据兽医临床记录中的实际证据估算出的药物不良反应报告率偏低的情况。本研究得出的药物不良反应报告率偏低的结论表明,需要采取进一步的干预措施来提高兽医行业的药物不良反应报告率,以支持药物警戒活动并提高药物安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Small Animal Practice
Journal of Small Animal Practice 农林科学-兽医学
CiteScore
3.30
自引率
6.20%
发文量
117
审稿时长
12-24 weeks
期刊介绍: Journal of Small Animal Practice (JSAP) is a monthly peer-reviewed publication integrating clinical research papers and case reports from international sources, covering all aspects of medicine and surgery relating to dogs, cats and other small animals. These papers facilitate the dissemination and implementation of new ideas and techniques relating to clinical veterinary practice, with the ultimate aim of promoting best practice. JSAP publishes high quality original articles, as well as other scientific and educational information. New developments are placed in perspective, encompassing new concepts and peer commentary. The target audience is veterinarians primarily engaged in the practise of small animal medicine and surgery. In addition to original articles, JSAP will publish invited editorials (relating to a manuscript in the same issue or a topic of current interest), review articles, which provide in-depth discussion of important clinical issues, and other scientific and educational information from around the world. The final decision on publication of a manuscript rests with the Editorial Board and ultimately with the Editor. All papers, regardless of type, represent the opinion of the authors and not necessarily that of the Editor, the Association or the Publisher. The Journal of Small Animal Practice is published on behalf of the British Small Animal Veterinary Association and is also the official scientific journal of the World Small Animal Veterinary Association
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