H. Davies, E. Blackwell, I. S. Fins, P. J. M. Noble, G. Pinchbeck, M. Pirmohamed, D. R. Killick
{"title":"在兽医自由文本临床叙述中记录疑似药物不良反应报告。","authors":"H. Davies, E. Blackwell, I. S. Fins, P. J. M. Noble, G. Pinchbeck, M. Pirmohamed, D. R. Killick","doi":"10.1111/jsap.13721","DOIUrl":null,"url":null,"abstract":"<div>\n \n <section>\n \n <h3> Objectives</h3>\n \n <p>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.</p>\n </section>\n \n <section>\n \n <h3> Materials and Methods</h3>\n \n <p>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.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>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.</p>\n </section>\n \n <section>\n \n <h3> Clinical Significance</h3>\n \n <p>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.</p>\n </section>\n </div>","PeriodicalId":17062,"journal":{"name":"Journal of Small Animal Practice","volume":"65 6","pages":"361-367"},"PeriodicalIF":1.7000,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jsap.13721","citationCount":"0","resultStr":"{\"title\":\"Recording of suspected adverse drug reaction reporting in veterinary free-text clinical narratives\",\"authors\":\"H. Davies, E. Blackwell, I. S. Fins, P. J. M. Noble, G. Pinchbeck, M. Pirmohamed, D. R. Killick\",\"doi\":\"10.1111/jsap.13721\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <section>\\n \\n <h3> Objectives</h3>\\n \\n <p>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.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Materials and Methods</h3>\\n \\n <p>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. 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Recording of suspected adverse drug reaction reporting in veterinary free-text clinical narratives
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.
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