Mathematical models to define growth patterns in indigenous horses of India
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Keywords:
Cubic, Growth, Horse, Marwari, RegressionAbstract
The objective of the study was to define the nature of growth and to establish the standards of growth in Marwari, Manipuri and Zanskari horses. Mathematical functions for the prediction of growth in Marwari horses were derived utilising 1112 records of body weight. The body weight standards of Marwari horses from birth to 11 ½ years of age were defined and found to be close to that of Arabian horses. The Logarithmic, Power, S and Cubic functions were derived with respective R2 values of 0.955, 0.833, 0.897 and 0.980 for average body weights to explain the age-weight relationship in Marwari horses from birth to 11 ½ years of age. Looking at the distribution of observed data along the course of predicted curve and goodness of fit on average body weight, the Cubic equation Ŷ = 68.136 + 10.744 (x) - 0.12189 (x)2 + 0.00044177 (x)3 can reliably be utilized for prediction of body weight with respect to age. Similarly, the Cubic equations with R2 value of 0.965 and 0.958 were derived respectively for Manipuri and Zanskari horses. The two roots of Cubic function were derived to define the points of inflection of growth curve. The study indicated that the initial growth phase in Marwari, Manipuri and Zanskari continues up to the age of 73.22, 72 and 67.4 months respectively and there after it remains static; and the cubic function can reliably be used to explain the nature of growth in Marwari, Manipuri and Zanskari breeds of horses.
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References
Behl R, Behl J, Gupta N and Gupta S C. 2007. Genetic relationships of five Indian horse breeds using microsatellite markers. Animal 1: 483–88.
Doniger W. 2009. The Hindus: An Alternative History. Penguin Group, London.
Duncan D B. 1957. Multiple range tests for correlated and hetrosedastic means. Biometrics 13: 164–76.
Edwards E H. 1994. The Encyclopedia of the Horse. Dorling Kindersley, 1st edn, New York.
Encyclopaedia Britannica 2019. The Editors of Encyclopaedia. “Arabian horse”. Encyclopedia Britannica, 14 Feb. 2019, https://www.britannica.com/animal/Arabian-horse. Accessed 9 December 2022.
Fernandes T J, de Souza F A C, Ribeiro R A, Cunha F O, Meirelles S L C, de Moura R S and Muniz J A. 2020. Ciência Rural, Santa Maria 50: 1–8. doi.org /10.1590/0103- 8478cr20200140
Gharahveysi S, Kashan N E J, Gerami A and Torshizi R V. 2008. Estimation of genetic parameters on conformation traits of the Iranian Arab horse’s population. Pakistan Journal of Biological Sciences 11: 280–84.
Gupta A K, Tandon S N, Pal Y, Bhardwaj A and Chauhan M. 2012. Phenotypic characterization of Indian equine breeds: A comparative study. Animal Genetic Resources 50: 49–58.
Hassen A, Wilson D E, Rouse G H and Tait R G. 2004. Use of linear and non-linear growth curves to describe body weight changes of young Angus bulls and heifers. Iowa State University Animal Industry Report. A.S. leaflet R1869.
Hossein-Zadeh N G and Ghorbani A. 2018. Modelling the growth curves for body weight and some biometric traits in Caspian horses (Equus ferus caballus) using non-linear mixed models. Mammalian Biology 93: 5–12.
Jun J H, Cho Y S, Hu H, Kim H M, Jho S, Gadhvi P et al. 2014. Whole genome sequence and analysis of the Marwari horse breed and its genetic origin. BMC Genomics 15: 1–10.
Kaura R L. 1961. Breeds of horses and donkeys, . Indian Breeds of Livestock (Including Pakistan Breeds). (Ed.) Kaura R L. Prem Publisher, Lucknow.
Mehta S C, Bapna D L and Bhure S K. 2010. Mathematical functions for the prediction of growth in Indian dromedary genotypes. Indian Journal of Animal Sciences 80: 148–51.
Mehta S C. 2020. Breeding strategies for conservation of indigenous breeds of equines. International webinar on ‘Present and future trends in conservation and breeding technologies to enhance production in indigenous animals’. Veterinary College and Research Institute, Tirunelveli, Tamil Nadu, India, p. 23–43.
Mehta S C, Talluri T R, Legha R A, Pal Y and Tripathi B N. 2021. Phenotypic trend, breeding value and heritability of biometric traits in Marwari horses. Indian Journal of Animal Sciences 91: 476–80.
Onoda T, Yamamoto R, Sawamura K, Inoue Y, Matsui A, Miyake T and Hirai N. 2011. Empirical growth curve estimation using sigmoid sub-functions that adjust seasonal compensatory growth for male body weight of Thoroughbred horses. Journal of Equine Science 22: 37–42.
Onoda T, Yamamoto R, Sawamura K, Inoue Y, Murase H, Nambo Y, Tozaki T, Matsui A, Miyake T and Hirai N. 2013a. Empirical growth curve estimation considering multiple seasonal compensatory growths of body weights in Japanese Thoroughbred colts and fillies. Journal of Animal Science 91: 5599–604.
Onoda T, Yamamoto R, Sawamura K, Murase H, Nambo Y, Inoue Y, Tozaki T, Matsui A, Miyake T. and Hirai N. 2013b. Empirical percentile growth curves with Z-scores considering seasonal compensatory growths for Japanese Thoroughbred horses. Journal of Equine Science 24: 63–69.
Snedecor G W and Cochran W G. 1994. Statistical Methods. pp. 398-419. Affiliated East-West Press Pvt. Ltd., New Delhi.
SPSS 26.0 IBM Corp. Released 2019. IBM SPSS Statistics for Windows, Version 26.0. Armonk, NY: IBM Corp.
Teixeira G L, Fernandes T J, Muniz J A, Caetano de Souza F A, Silva de Moura R and Melo R M P S. 2021. Growth curves of campolina horses using nonlinear models. Livestock Science 251: 104631. https://doi.org/10.1016/j.livsci.2021.104631.
United States Equestrian Federation 2008. Chapter AR: Arabian, Half-Arabian and Anglo-Arabian Division, Rule Book.
Valette J P, Robert C and Denoix J M. 2008. Use of linear and non-linear functions to describe the growth of young sport- and race-horses born in Normandy. Animal 2: 560–65.
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