Exploratory factor analysis of signalment and conformational measurements in Thoroughbred horses with and without recurrent laryngeal neuropathy.
Abstract: Conflicting results have been reported for risk factors for recurrent laryngeal neuropathy (RLN) based on resting endoscopic evaluation and comparison of single conformation traits, with many traits correlated to one another. Objective: To simplify identification of signalment and conformation traits (i.e. variables) associated with RLN cases and controls diagnosed with exercising overground endoscopy (OGE) using exploratory factor analysis (EFA). Methods: Prospective cohort. Methods: Pearson's rank correlation was used to establish significance and association between variables collected from n = 188 Thoroughbreds from one stable by observers blinded to OGE results. Exploratory factor analysis was conducted on nine variables for cases and controls; common elements between variables developed a factor, with variables grouped into three factors for cases and controls respectively. Correlation (loading) between each variable and factor was calculated to rank relationships between variables and cases/controls, with factors retrospectively named based on their underlying correlations with variables. Results: Numerous inter-correlations were present between variables. Most strongly correlated in cases were wither height with body weight (r = 0.70) and ventral neck length (r = 0.68) and in controls body weight with rostral neck circumference (r = 0.58). Wither height (r = 0.61) significantly loaded the top-ranked factor for cases ('height '), explaining 25% of conformational variance. Ventral neck length (r = 0.69) and age (r = 0.57) significantly loaded the second-ranked factor for cases ('neck length '), explaining 16% of conformational variance. Rostral neck circumference (r = 0.86) and body weight (r = 0.6) significantly loaded the top-ranked factor for controls ('body size '), explaining 19% of the variance. Wither height (r = 0.84) significantly loaded the second-ranked factor for controls ('height '), explaining 13% of the variance. Conclusions: Horses had not reached skeletal maturity. Conclusions: Exploratory factor analysis allowed weightings to be determined for each variable. Wither height was the predominant conformational feature associated with RLN. Exploratory factor analysis confirms aggregated conformational differences exist between RLN cases and controls, suitable for future evaluations.
© 2018 EVJ Ltd.
Publication Date: 2018-08-06 PubMed ID: 29935025DOI: 10.1111/evj.12984Google Scholar: Lookup
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Summary
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The research examined factors associated with recurrent laryngeal neuropathy (RLN) in Thoroughbred horses by using exploratory factor analysis (EFA) to simplify the identification of traits. The study found that wither height was the predominant conformational feature associated with RLN, suggesting there are measurable conformational differences between RLN cases and controls.
Objective and Methodology
- The research’s primary objective was to study the risk factors for recurrent laryngeal neuropathy (RLN) in Thoroughbred horses.
- Through the use of Exploratory Factor Analysis (EFA), the researchers aimed to simplify the identification of signalment and conformation traits associated with RLN.
- The study used Pearson’s rank correlation to establish the level of significance and association between the different variables collected from 188 Thoroughbreds.
- The observers involved in data collection were unaware of the exercising overground endoscopy (OGE) results, reducing potential bias.
- The EFA method enabled researchers to create factors from variables that shared common elements. They accordingly grouped variables into three factors for cases and controls.
Findings
- The analysis revealed multiple inter-correlations between variables. For RLN cases, the strongest correlations were between wither height and body weight, and wither height and ventral neck length.
- In RLN controls, the strongest correlation was found between body weight and rostral neck circumference.
- For RLN cases, the exploratory factor analysis found ‘height’ and ‘neck length’ as the top-ranked factors. These factors explained 25% and 16% of variance in conformation, respectively.
- For controls, the ‘body size’ and ‘height’ factors explained 19% and 13% of the variance, respectively.
Conclusions
- The explorable factor analysis revealed that variations in wither height were the most significant conformational differences associated with RLN in horses. This finding suggests there are measurable physical differences between horses diagnosed with RLN and those without.
- These findings are valuable for future evaluations, as they provide a more straightforward method of identifying risk factors for RLN.
- The study also concluded by noting that the horses used in this research had not yet reached skeletal maturity, which may have implications for future research.
Cite This Article
APA
McGivney CL, Gough KF, McGivney BA, Farries G, Hill EW, Katz LM.
(2018).
Exploratory factor analysis of signalment and conformational measurements in Thoroughbred horses with and without recurrent laryngeal neuropathy.
Equine Vet J, 51(2), 179-184.
https://doi.org/10.1111/evj.12984 Publication
Researcher Affiliations
- UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland.
- UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland.
- UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland.
- UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland.
- UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland.
- UCD School of Veterinary Medicine, University College Dublin, Dublin, Ireland.
MeSH Terms
- Animals
- Cohort Studies
- Factor Analysis, Statistical
- Female
- Horse Diseases / diagnosis
- Horse Diseases / etiology
- Horses
- Larynx / pathology
- Male
- Retrospective Studies
- Vocal Cord Paralysis / etiology
- Vocal Cord Paralysis / pathology
- Vocal Cord Paralysis / veterinary
Grant Funding
- 11/PI/1166 / Science Foundation Ireland
Citations
This article has been cited 3 times.- Raudsepp T, Finno CJ, Bellone RR, Petersen JL. Ten years of the horse reference genome: insights into equine biology, domestication and population dynamics in the post-genome era. Anim Genet 2019 Dec;50(6):569-597.
- McGivney CL, McGivney BA, Farries G, Gough KF, Han H, Holtby AR, MacHugh DE, Katz LM, Hill EW. A genome-wide association study for recurrent laryngeal neuropathy in the Thoroughbred horse identifies a candidate gene that regulates myelin structure. Equine Vet J 2025 Jul;57(4):943-952.
- Lean NE, Franklin SH, Steel C, Woolford L, White J, Ahern BJ. Evaluation of recurrent laryngeal neuropathy in domestic and feral horse populations in Australia using histologic and immunohistochemical analysis: A pilot study. Vet Med Sci 2023 Jul;9(4):1610-1617.
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