Use of large-scale veterinary data for the investigation of antimicrobial prescribing practices in equine medicine.
Abstract: As antimicrobial resistant bacterial strains continue to emerge and spread in human and animal populations, understanding prescription practices is key in benchmarking current performance and setting goals. Antimicrobial prescription (AP) in companion veterinary species is widespread, but is neither monitored nor restricted in the USA and Canada. The veterinary use of certain antimicrobial classes is discouraged in some countries, in the hope of preserving efficacy for serious human infections. Objective: The aim of this study was to ascertain the rate of prescription of a number of 'reserved' antimicrobials in a first-opinion US and Canadian horse cohort, and identify trends in their empirical use. Methods: Retrospective cohort study. Methods: A large convenience sample of electronic medical records (2006-2012) was interrogated using text mining to identify enrofloxacin, clarithromycin and ceftiofur prescriptions. Time series analysis and logistic regression were used to identify trends and risk factors for prescription. Results: Prescription of these antimicrobials as a first-line intervention, without culture and sensitivity testing (CST), was common in this population. Enrofloxacin prescriptions were found to increase over the study period, and there was evidence of either a reducing, or static trend in the proportion of reserved APs informed by CST. Conclusions: Dose adequacy could not be included due to the nature of the data used. Conclusions: Empirical use of reserved antimicrobials was common in this population, and further advice and guidance should be issued to first-opinion veterinarians to safeguard antimicrobial efficacy.
© 2016 EVJ Ltd.
Publication Date: 2016-10-05 PubMed ID: 27589226DOI: 10.1111/evj.12638Google Scholar: Lookup
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- Journal Article
Summary
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The research investigates the prescription rate and patterns of certain antimicrobials used in horse care in the US and Canada that are also critical for treating serious human infections. The study uses large-scale veterinary data from 2006 to 2012 and reveals that these antimicrobials are frequently employed without necessary testing, which can contribute to the emergence of antimicrobial resistance.
Study Objective and Importance
- The research aimed at understanding the prescribing patterns of ‘reserved’ antimicrobials — drugs that are critical to human health and meant to be used sparingly — in equine medicine in the US and Canada. This was done in an attempt to monitor and possibly control the widespread use of these drugs in veterinary practice, which can contribute significantly to the problem of antimicrobial resistance.
Research Methodology
- The study adopted a retrospective cohort approach using large-scale electronic medical records.
- Text mining techniques were employed to identify prescriptions for three ‘reserved’ antimicrobials: enrofloxacin, clarithromycin, and ceftiofur, administered over the period from 2006 to 2012.
- Time series analysis (analysis of data points ordered in time) and logistic regression (a statistical model used to predict binary outcomes) were used to discern trends in the use of these antimicrobials and identify the risk factors associated with their prescription.
Results of the Study
- The study found a common trend of prescribing these ‘reserved’ antimicrobials as a first-line treatment in horse care without carrying out necessary culture and sensitivity testing (CST). CST is a test to detect possible bacterial or fungal infection in animals.
- The usage of enrofloxacin was reported to increase over the study period, and a decrease or no change was noted in the trend of prescribing ‘reserved’ antimicrobials informed by CST.
Conclusion
- Due to the limitations of the data used, information about the adequacy of the dosages provided was unavailable.
- The empirical usage of ‘reserved’ antimicrobials for horses was quite high in the population studied. It was suggested that stricter guidelines should be provided to veterinarians to regulate the use of these drugs appropriately, helping to maintain their effectiveness and mitigate the issue of antimicrobial resistance.
Cite This Article
APA
Welsh CE, Parkin TDH, Marshall JF.
(2016).
Use of large-scale veterinary data for the investigation of antimicrobial prescribing practices in equine medicine.
Equine Vet J, 49(4), 425-432.
https://doi.org/10.1111/evj.12638 Publication
Researcher Affiliations
- Equine Clinical Sciences Division, School of Veterinary Medicine, University of Glasgow, UK.
- Equine Clinical Sciences Division, School of Veterinary Medicine, University of Glasgow, UK.
- Equine Clinical Sciences Division, School of Veterinary Medicine, University of Glasgow, UK.
MeSH Terms
- Animals
- Anti-Bacterial Agents / administration & dosage
- Anti-Bacterial Agents / therapeutic use
- Canada
- Horses
- Humans
- Practice Patterns, Physicians'
- Retrospective Studies
- Veterinarians
- Veterinary Medicine / standards
- Veterinary Medicine / statistics & numerical data
Citations
This article has been cited 4 times.- Singleton DA, Pinchbeck GL, Radford AD, Arsevska E, Dawson S, Jones PH, Noble PM, Williams NJ, Sánchez-Vizcaíno F. Factors Associated with Prescription of Antimicrobial Drugs for Dogs and Cats, United Kingdom, 2014-2016. Emerg Infect Dis 2020 Aug;26(8):1778-1791.
- Merle R, Feuer L, Frenzer K, Plenio JL, Bethe A, Sarnino N, Lübke-Becker A, Bäumer W. Antibiotic Use in Horses: Analysis of 57 German Veterinary Practices (2018-2023). Antibiotics (Basel) 2025 Sep 19;14(9).
- Saverimuttu S, McInnes K, Warren K, Yeap L, Hunter S, Gartrell B, Pas A, Chatterton J, Jackson B. Enabling near real time use of wildlife necropsy data: Text-mining approaches to derive interactive dashboard displays. PLoS One 2025;20(9):e0331210.
- Duncan AJ, Henry MK, Lamont K. Combining sentiment analysis and text mining with content analysis of farm vet interviews on mental wellbeing in livestock practice. PLoS One 2024;19(5):e0304090.
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