Genetic parameters for canalization analysis of morphological traits in the Pura Raza Español horse.
- Journal Article
Summary
This research measures traits of importance in the Pura Raza Español horse to calculate genetic and environmental data. The results indicate the potential for enhancing these traits and reducing offspring variation through animal selection and control of systematic effects.
Objective and Methodology
The researchers aimed to analyze the genetic and environmental factors affecting the morphological traits of the Pura Raza Español (PRE) horse. Morphological traits refer to the visible physical attributes and structural properties of an organism. In the case of PRE horses, 13 such traits were studied, including height at withers (the highest part of the back), length of the shoulder, width of the chest, upper neck line, and muscular development.
- The researchers applied a heteroscedastic model, a statistical method that allows for unequal variances or differences in variation across the sample, assigning the data sets to stallions.
- The size of the data sets ranged from 20,610 to 48,486 measurements, while the number of horses analyzed in the pedigrees varied between 17,662 and 23,962.
Findings
Heritabilities, or the proportion of observed variation in a particular trait that can be attributed to inherited genetic factors, for the traits ranged from 0.09 to 0.30.
- The lowest heritability was observed in the width of the chest and the upper neck line, and the highest heritability was found in muscular development.
- Additionally, genetic correlations between traits and their environmental variability were calculated. These ranged from -0.56 for muscular development to 0.69 for height at withers. This measure reflects how changes in one trait might be linked to variations in another as a result of genetic and environmental influences.
Implications
The study also offered predicted breeding values for each individual, indicating the expected physical characteristics (phenotypic value) of their offspring as well as the expected diversity (heterogeneity).
- This information is crucial in breeding programs, helping breeders to choose the best animals for breeding to achieve desired traits and minimize unwanted variability in the offspring.
- The findings suggest the possibility of simultaneous improvement in morphological traits and reduction in variability among offspring through the strategic selection of animals and adjustment of systematic effects.
Cite This Article
Publication
Researcher Affiliations
- Departamento de Agronomía, ETSIA, Universidad de Sevilla, Sevilla, Spain.
- Departamento de Biología Molecular e Ingeniería Bioquímica, Universidad Pablo de Olavide, Sevilla, Spain.
- Departamento de Producción Animal, Universidad Complutense de Madrid, Madrid, Spain.
- Departamento de Producción Animal, Universidad Complutense de Madrid, Madrid, Spain.
- Departamento de Agronomía, ETSIA, Universidad de Sevilla, Sevilla, Spain.
MeSH Terms
- Animals
- Horses / genetics
- Male
- Pedigree
- Phenotype
References
- Anaya G, Molina A, Valera M, Moreno-Millán M, Azor P, Peral-García P, Demyda-Peyrás S. Sex chromosomal abnormalities associated with equine infertility: Validation of a simple molecular screening tool in the Purebred Spanish Horse. Animal Genetics 48, 412-419.
- ANCCE (2012). Specific purebred Spanish horse stud book rules and regulations. BOE, 127, May 28. Retrieved from https://www.boe.es/boe/dias/2012/05/28/
- Bodin L, Bolet G, Garcia M, Garreau H, Larzul C, David I. Robustesse et canalisation: Vision de généticiens. Productions Animales 23(1), 11-22.
- Bourebaba L, Röcken M, Marycz K. Osteochondritis dissecans (OCD) in Horses - molecular background of its pathogenesis and perspectives for progenitor stem cell therapy. Stem Cell Reviews and Reports 15(3), 374-390.
- Cervantes I, Bodin L, Valera M, Molina A, Gutiérrez JP. Challenging the selection for consistency in the rank of endurance competitions. Genetics Selection Evolution 52(1), 1-8.
- Formoso-Rafferty N, Cervantes I, Ibáñez-Escriche N, Gutiérrez JP. Genetic control of the environmental variance for birth weight in seven generations of a divergent selection experiment in mice. Journal of Animal Breeding and Genetics 133(3), 227-237.
- Formoso-Rafferty N, Cervantes I, Ibáñez-Escriche N, Gutiérrez JP. Modulating birth weight heritability in mice. Journal of Animal Science 95(2), 531-537.
- Formoso-Rafferty N, Chavez KN, Ojeda C, Cervantes I, Gutiérrez JP. Selection response in a divergent selection experiment for birth weight variability in mice compared with a control line. Animals 10(6), 920.
- Garreau H, Bolet G, Larzul C, Robert-Granié C, Saleil G, SanCristobal M, Bodin L. Results of four generations of a canalising selection for rabbit birth weight. Livestock Science 119(1-3), 55-62.
- Gutiérrez JP, Nieto B, Piqueras P, Ibáñez N, Salgado C. Genetic parameters for canalisation analysis of litter size and litter weight traits at birth in mice. Genetics Selection Evolution 38(5), 445-462.
- Hill WG, Mulder HA. Genetic analysis of environmental variation. Genetics Research 92(5-6), 381-395.
- Ibáñez-Escriche N, Garcia M, Sorensen D. GSEVM vol 2: MCMC software to analyze genetically structured environmental variance models. Journal of Animal Breeding and Genetics 127(3), 249-251.
- Iung LHDS, Carvalheiro R, Neves HHDR, Mulder HA. Genetics and genomics of uniformity and resilience in livestock and aquaculture species: A review. Journal of Animal Breeding and Genetics 137(3), 263-280.
- Marjanovic J, Mulder HA, Khaw HL, Bijma P. Genetic parameters for uniformity of harvest weight and body size traits in the GIFT strain of Nile tilapia. Genetics Selection Evolution 48(1), 1-10.
- Neves HHR, Carvalheiro R, Roso VM, Queiroz SA. Genetic variability of residual variance of production traits in Nellore beef cattle. Livestock Science 142(1-3), 164-169.
- Pun A, Cervantes I, Nieto B, Salgado C, Pérez-Cabal MA, Ibáñez-Escriche N, Gutiérrez JP. Genetic parameters for birthweight environmental variability in mice. Journal of Animal Breeding and Genetics 130(5), 404-414.
- Sánchez MJ, Azor PJ, Molina A, Parkin T, Rivero JLL, Valera M. Prevalence, risk factors and genetic parameters of cresty neck in Pura Raza Español horses. Equine Veterinary Journal 49(2), 196-200.
- Sánchez MJ, Gómez MD, Molina A, Valera M. Genetic analyses for linear conformation traits in Pura Raza Español horses. Livestock Science 157(1), 57-64.
- Sánchez MJ, Gómez MD, Peña F, García Monterde J, Morales JL, Molina A, Valera M. Relationship between conformation traits and gait characteristics in Pura Raza Español horses. Archiv Tierzucht 56(1), 137-148.
- Sánchez-Guerrero MJ, Cervantes I, Molina A, Gutiérrez JP, Valera M. Designing an early selection morphological linear traits index for dressage in the Pura Raza Español horse. Animal 11(6), 948-957.
- Sánchez-Guerrero MJ, Molina A, Gómez MD, Peña F, Valera M. Relationship between morphology and performance: Signature of mass-selection in Pura Raza Español horse. Livestock Science 185, 148-155.
- Sánchez-Guerrero MJ, Ramos J, Valdés M, Rivero JLL, Valera M. Prevalence, environmental risk factors and heritability of body condition in Pura Raza Español horses. Livestock Science 230, 103851.
- SanCristobal-Gaudy M, Bodin L, Elsen JM, Chevalet C. Genetic components of litter size variability in sheep. Genetics Selection Evolution 33(3), 249-271.
- Sancristobal-Gaudy M, Elsen JM, Bodin L, Chevalet C. Prediction of the response tea selection for canalisation of a continuous trait in animal breeding. Genetics Selection Evolution 30(5), 423-451.
- Solé M, Santos R, Gómez MD, Galisteo AM, Valera M. Evaluation of conformation against traits associated with dressage ability in unridden Iberian horses at the trot. Research in Veterinary Science 95(2), 660-666.
- Solé M, Valera M, Fernández J. Genetic structure and connectivity analysis in a large domestic livestock meta-population: The case of the Pura Raza Español horses. Journal of Animal Breeding and Genetics 135(6), 460-471.
- Sonesson AK, Ødegård J, Rönnegård L. Genetic heterogeneity of within-family variance of body weight in Atlantic salmon (Salmo salar). Genetics Selection Evolution 45(1), 1-8.
- Statsoft Inc (2007). Statistica (data analysis software system), Version 8.0. Retrieved from www.statsoft.com
- Tatliyer A, Cervantes I, Formoso-Rafferty N, Gutiérrez JP. The statistical scale effect as a source of positive genetic correlation between mean and variability: A simulation study. G3: Genes, Genomes Genetics 9(9), 3001-3008.
- Wejer J, Lewczuk D. Effect of the age on the evaluation of horse conformation and movement. Annals of Animal Science 16(3), 863-870.