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Preventive veterinary medicine2016; 136; 11-18; doi: 10.1016/j.prevetmed.2016.11.012

Disease and pharmacologic risk factors for first and subsequent episodes of equine laminitis: A cohort study of free-text electronic medical records.

Abstract: Electronic medical records from first opinion equine veterinary practice may represent a unique resource for epidemiologic research. The appropriateness of this resource for risk factor analyses was explored as part of an investigation into clinical and pharmacologic risk factors for laminitis. Amalgamated medical records from seven UK practices were subjected to text mining to identify laminitis episodes, systemic or intra-synovial corticosteroid prescription, diseases known to affect laminitis risk and clinical signs or syndromes likely to lead to corticosteroid use. Cox proportional hazard models and Prentice, Williams, Peterson models for repeated events were used to estimate associations with time to first, or subsequent laminitis episodes, respectively. Over seventy percent of horses that were diagnosed with laminitis suffered at least one recurrence. Risk factors for first and subsequent laminitis episodes were found to vary. Corticosteroid use (prednisolone only) was only significantly associated with subsequent, and not initial laminitis episodes. Electronic medical record use for such analyses is plausible and offers important advantages over more traditional data sources. It does, however, pose challenges and limitations that must be taken into account, and requires a conceptual change to disease diagnosis which should be considered carefully.
Publication Date: 2016-11-22 PubMed ID: 28010903DOI: 10.1016/j.prevetmed.2016.11.012Google Scholar: Lookup
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  • Journal Article

Summary

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This research article examines the relationship between various risk factors, including disease and medication, and the occurrence of first and subsequent episodes of a horse disease known as laminitis. The findings were obtained through analyzing electronic medical records from equine veterinary practice in the UK.

Research methods and findings

  • The researchers applied text mining techniques to electronic medical records from seven UK veterinary practices. The aim was to identify episodes of laminitis, a painful and potentially crippling disease in horses, and any associated disease or pharmacologic risk factors. Specifically, they looked for indications of systemic or intra-synovial corticosteroid prescription (a type of medication that can potentially promote laminitis), and certain diseases or clinical signs that increase laminitis risk.
  • To measure the associations between these risk factors and the occurrence of laminitis episodes, they employed statistical models called Cox proportional hazard models and Prentice, Williams, Peterson models for repeated events.
  • Through their analysis, the researchers found that over seventy percent of horses that were diagnosed with laminitis suffered at least one recurrence. However, the risk factors contributing to the first laminitis episode and those leading to subsequent episodes showed variation. In particular, corticosteroid use (specifically the drug prednisolone) was found to be significantly associated only with subsequent laminitis episodes, not with the initial ones.

Implications and considerations

  • The findings from this research shed light on the potential risk factors of laminitis and their varying impact on the recurrence of the disease. This could inform veterinary practices in the treatment and prevention of laminitis in horses.
  • The use of electronic medical records in this study proved to be a useful resource for epidemiological research, offering advantages over more traditional data sources. However, it also posed certain challenges and limitations. For instance, these records may lack standardization and completeness, or may depend on the accuracy of data entry by veterinary staff.
  • The research also underscores the need for a conceptual shift in disease diagnosis. That is, looking beyond the initial disease occurrence to consider the potential risk factors associated with subsequent disease episodes.

Cite This Article

APA
Welsh CE, Duz M, Parkin TDH, Marshall JF. (2016). Disease and pharmacologic risk factors for first and subsequent episodes of equine laminitis: A cohort study of free-text electronic medical records. Prev Vet Med, 136, 11-18. https://doi.org/10.1016/j.prevetmed.2016.11.012

Publication

ISSN: 1873-1716
NlmUniqueID: 8217463
Country: Netherlands
Language: English
Volume: 136
Pages: 11-18
PII: S0167-5877(16)30581-5

Researcher Affiliations

Welsh, Claire E
  • Equine Clinical Sciences Division, Weipers Centre Equine Hospital, School of Veterinary Medicine, University of Glasgow, UK. Electronic address: Claire.Welsh@Glasgow.ac.uk.
Duz, Marco
  • School of Veterinary Medicine and Science, University of Nottingham, UK.
Parkin, Timothy D H
  • Equine Clinical Sciences Division, Weipers Centre Equine Hospital, School of Veterinary Medicine, University of Glasgow, UK.
Marshall, John F
  • Equine Clinical Sciences Division, Weipers Centre Equine Hospital, School of Veterinary Medicine, University of Glasgow, UK.

MeSH Terms

  • Animals
  • Anti-Inflammatory Agents / adverse effects
  • Cohort Studies
  • Electronic Health Records
  • Foot Diseases / chemically induced
  • Foot Diseases / epidemiology
  • Foot Diseases / veterinary
  • Glucocorticoids / adverse effects
  • Horse Diseases / chemically induced
  • Horse Diseases / epidemiology
  • Horses
  • Lameness, Animal / chemically induced
  • Lameness, Animal / epidemiology
  • Risk Factors
  • United Kingdom / epidemiology

Citations

This article has been cited 9 times.
  1. Lykkjen S, Stenbakk LK, Holmøy IH. Prevalence and risk factors for laminitis within the Norwegian pony breed Nordlandshest/Lyngshest. Acta Vet Scand 2023 Jun 16;65(1):22.
    doi: 10.1186/s13028-023-00687-wpubmed: 37328910google scholar: lookup
  2. Van Olmen J, Van Nooten J, Philips H, Sollie A, Daelemans W. Predicting COVID-19 Symptoms From Free Text in Medical Records Using Artificial Intelligence: Feasibility Study. JMIR Med Inform 2022 Apr 27;10(4):e37771.
    doi: 10.2196/37771pubmed: 35442903google scholar: lookup
  3. Mainguy-Seers S, Lavoie JP. Glucocorticoid treatment in horses with asthma: A narrative review. J Vet Intern Med 2021 Jul;35(4):2045-2057.
    doi: 10.1111/jvim.16189pubmed: 34085342google scholar: lookup
  4. Grzeskowiak RM, Alghazali KM, Hecht S, Donnell RL, Doherty TJ, Smith CK, Anderson DE, Biris AS, Adair HS. Influence of a novel scaffold composed of polyurethane, hydroxyapatite, and decellularized bone particles on the healing of fourth metacarpal defects in mares. Vet Surg 2021 Jul;50(5):1117-1127.
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    doi: 10.1186/s13028-019-0464-2pubmed: 31221173google scholar: lookup
  6. de Laat MA, Reiche DB, Sillence MN, McGree JM. Incidence and risk factors for recurrence of endocrinopathic laminitis in horses. J Vet Intern Med 2019 May;33(3):1473-1482.
    doi: 10.1111/jvim.15497pubmed: 30972832google scholar: lookup
  7. Pollard D, Wylie CE, Verheyen KLP, Newton JR. Identification of modifiable factors associated with owner-reported equine laminitis in Britain using a web-based cohort study approach. BMC Vet Res 2019 Feb 12;15(1):59.
    doi: 10.1186/s12917-019-1798-8pubmed: 30755193google scholar: lookup
  8. Held F, Ekstrand C, Cvijovic M, Gabrielsson J, Jirstrand M. Modelling of oscillatory cortisol response in horses using a Bayesian population approach for evaluation of dexamethasone suppression test protocols. J Pharmacokinet Pharmacodyn 2019 Feb;46(1):75-87.
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  9. Akbarein H, Taaghi MH, Mohebbi M, Soufizadeh P. Applications and Considerations of Artificial Intelligence in Veterinary Sciences: A Narrative Review. Vet Med Sci 2025 May;11(3):e70315.
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