Factor analysis of body measurements in Arabian horses.
Abstract: Data of 13 body measurements have been analysed from 166 Arabian horses, 123 mares and 43 stallions, ranging from 49 to 298 months of age, belonging to Alzahraa stud, Cairo, Egypt. General linear model was used to study age and gender effects on these measures. Gender was a significant source of variation for most studied traits, but not for neck girth, cannon bone circumference of fore and hind legs, and pastern girth of fore and hind legs. Age significantly affected pastern girths of fore and hind legs and cannon bone circumference of fore legs, while there was no significant effect on the other measurements. Pearson correlations, adjusted for age effect, between measurements were estimated and ranged from 0.02 to 0.84 for mares and from -0.05 to 0.90 for stallions. Factor analysis with promax rotation for each gender was carried out to derive fewer independent common factors. Three factors were extracted which accounted for 66% and 67% of the total variance in mares and stallions respectively. The first, second and third factors in mares tended to describe body thickness, leg thickness and general size respectively; whereas in stallions they tended to differentiate among general size, leg thickness and body thickness respectively. The three extracted factors for each gender determine the main sources of shared variability that control body conformation in Arabian horses. These factors could be considered in selection programmes to acquire highly coordinated bodies in pure Arabian horses with fewer measurements.
Publication Date: 2006-12-21 PubMed ID: 17177691DOI: 10.1111/j.1439-0388.2006.00618.xGoogle Scholar: Lookup
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- Journal Article
Summary
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The research studied 13 body measurements in 166 Arabian horses to understand the effects of age and gender on these measurements and reduce these multiple measures to fewer, independent common factors through factor analysis. The research suggests these factors could be taken into consideration in selection programs for better-coordinated horses.
Methods and Data Collection
- The study analyzed data from thirteen different body measurements of 166 Arabian horses, with a breakdown of 123 mares and 43 stallions.
- The age range of the animals used in the study was from 49 to 298 months.
- All of the horses belonged to Alzahraa stud, located in Cairo, Egypt.
- A General linear model was employed to investigate the influences of age and gender on these measurements.
Findings: Gender and Age Effects
- The researchers found that gender had a substantial impact on most measured traits excluding neck girth, cannon bone circumference of fore and hind legs, and pastern girth of fore and hind legs.
- Age appeared to significantly affect pastern girths of fore and hind legs and cannon bone circumference of forelegs, but it did not have a significant influence on the remaining measurements.
Correlations and Factor Analysis
- Pearson correlations between measurements, adjusted for age effect, were estimated. These correlations ranged from 0.02 to 0.84 for mares and -0.05 to 0.90 for stallions.
- Factor analysis with promax rotation was conducted for each gender to derive fewer independent common factors. From this analysis, three factors were identified which accounted for 66% and 67% of the total variance in mares and stallions respectively.
Categories of the Extracted Factors
- For mares, the first, second, and third factors generally described body thickness, leg thickness, and general size respectively.
- For stallions, however, these factors seemed to differentiate between general size, leg thickness, and body thickness respectively.
- Thus, according to the study, the three extracted factors for each gender are suggested to define the primary shared sources of variability governing body conformation in Arabian horses.
Implications
- These factors could be incorporated into selection programmes to achieve highly coordinated bodies in pure Arabian horses with fewer measurements required.
Cite This Article
APA
Sadek MH, Al-Aboud AZ, Ashmawy AA.
(2006).
Factor analysis of body measurements in Arabian horses.
J Anim Breed Genet, 123(6), 369-377.
https://doi.org/10.1111/j.1439-0388.2006.00618.x Publication
Researcher Affiliations
- Department of Animal Production, Faculty of Agriculture, Ain Shams University, Hadayeq Shoubra, Cairo, Egypt. mhsadek2000@yahoo.com
MeSH Terms
- Age Factors
- Animals
- Body Weights and Measures / methods
- Body Weights and Measures / veterinary
- Factor Analysis, Statistical
- Female
- Horses / anatomy & histology
- Male
- Sex Characteristics
Citations
This article has been cited 9 times.- Gündemir O, Szara T, Pazvant G, Erdikmen DO, Duro S, Perez W. Radiogrametric Analysis of the Thoracic Limb Phalanges in Arabian Horses and Thoroughbred Horses. Animals (Basel) 2021 Jul 26;11(8).
- Bousbia A, Boudalia S, Gueroui Y, Hadded K, Bouzaoui A, Kiboub D, Symeon G. Use of multivariate analysis as a tool in the morphological characterization of the main indigenous bovine ecotypes in northeastern Algeria. PLoS One 2021;16(7):e0255153.
- 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.
- Ghezelsoflou H, Hamidi P, Gharahveysi S. Study of factors affecting the body conformation traits of Iranian Turkoman horses. J Equine Sci 2018 Dec;29(4):91-96.
- Lopes MS, Mendonça D, Rojer H, Cabral V, Bettencourt SX, da Câmara Machado A. Morphological and genetic characterization of an emerging Azorean horse breed: the Terceira Pony. Front Genet 2015;6:62.
- Vohra V, Niranjan SK, Mishra AK, Jamuna V, Chopra A, Sharma N, Jeong DK. Phenotypic Characterization and Multivariate Analysis to Explain Body Conformation in Lesser Known Buffalo (Bubalus bubalis) from North India. Asian-Australas J Anim Sci 2015 Mar;28(3):311-7.
- Metzger J, Schrimpf R, Philipp U, Distl O. Expression levels of LCORL are associated with body size in horses. PLoS One 2013;8(2):e56497.
- Stachurska A, Wnuk E, Łuszczyński J, Donderowicz W. Preliminary Biometric Study on Symmetry of Hoof Solear Aspect in Forelimbs in Four Horse Breeds. Animals (Basel) 2025 Nov 21;15(23).
- Dash SK, Panda S, Karna DK, Mishra C, Kalaignazhal G. Multivariate analysis of morphometric traits of Malkangiri pony - a heritage germplasm of Odisha. Trop Anim Health Prod 2025 Mar 18;57(3):129.
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