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Direct and maternal variance components and genetic parameters for average daily body weight gain and Kleiber ratios in Nellore sheep

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Abstract

The objective of the present study was to estimate variance components and genetic parameters for average daily gain from birth to weaning (ADGa), birth to 6 months (ADGb) and 3 to 6 months (ADGc) and corresponding Kleiber ratios (Ka, Kb, and Kc) in Nellore sheep. Data were collected from the records maintained at Livestock Research Station, Palamaner, for analysis and the data spread from 1993 to 2016 (23 years). Lambing year, sex of lamb, season of lambing, and parity of dam were included in the model as fixed effects, and ewe weight was kept as a covariate. Six animal models were fitted with various combinations of direct and maternal genetic effects using restricted maximum likelihood procedure. The Akaike’s information criterion was employed to determine the best model for each trait. Direct heritability estimates obtained in the study for ADGa, ADGb, ADGc, Ka, Kb, and Kc were 0.37, 0.41, 0.34, 0.48, 0.46, and 0.37, respectively, and their corresponding maternal heritabilities ranged from 0.11, 0.21, 0.11, 0.24, 0.22, and 0.11, respectively. (Co)variance among the direct and maternal effects were found to be negative in all the traits. Direct genetic correlations among the studied traits were positive with few exceptions, and they ranged from − 0.03 (Ka-Kc) to 0.99 (ADGa-Ka); similarly, the phenotypic correlations ranged from low to high − 0.18 (ADGa-Kc and Ka-Kc) to 0.95 (ADGa-Ka). These results indicated the importance of maternal effects in affecting the growth rate and efficiency of feed utilization traits and also suggested the possibility of moderate genetic progress for these traits through selection.

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References

  • Abbasi, M.A., Abdollahi-Arpanahi, R., Maghsoudic, A., VaezTorshizic, R. and Nejati-Javaremi, A., 2012. Evaluation of models for estimation of genetic parameters and maternal effects for early growth traits of Iranian Baluchi sheep, Small Ruminant Research, 104, 62–69.

    Article  Google Scholar 

  • Abegaz, S., van Wyk, J.B. and Olivier, J.J., 2005. Model comparisons and genetic and environmental parameter estimates of growth and the Kleiber ratio in Horro sheep, South African Journal of Animal Science, 35, 30–40.

    Google Scholar 

  • Akaike, H., 1974. A new look at the statistical model identification. IEEE Transactions on Automatic Control 19, 716–723.

    Article  Google Scholar 

  • Al-Bial, A., Singh, J., Singh, D.P. and Niwas, R., 2012. Environmental and genetic factors on growth traits of Black Bangal sheep in Yemen. Bioscan, 7, 185–188.

    Google Scholar 

  • Al-Shorepy, S.A., 2001. Estimates of genetic parameters for direct and maternal effects on birth weight of local sheep in United Arab Emirates. Small Ruminant Research, 39, 219–224.

    Article  PubMed  Google Scholar 

  • Bahreini-Behzadi, M.R., Aslaminejad, A.A., Sharifi, A.R. and Simianer, H., 2014. Comparison of mathematical models for describing the growth of Baluchi sheep, Journal of Agriculture Science and Technology, 14, 57–68.

    Google Scholar 

  • Bosso, N.A., Cisse, M.F., Van der Waaje, E.H., Fall, A. and Van Arendonk, J.A.M., 2007. Genetic and phenotypic parameters of body weight in West African Dwarf goat and Djallonke sheep, Small Ruminant Research, 67, 271–278

    Article  Google Scholar 

  • Dass, G., Singh, V.K. and Ayub, M., 2004. Growth performance of Magra sheep under hot arid climate, Indian Journal of Animal Science, 74, 441–443.

    Google Scholar 

  • Ekiz, B., 2005. Estimates of maternal effects for pre-and post-weaning daily gain in Turkish merino lambs, Turkish Journal of Veterinary and Animal Science, 29, 399–407

    Google Scholar 

  • El Fadili, M., Michaux, C., Detilleux, J. and Leroy, P.L., 2000. Genetic parameters for growth traits of the Moroccan Timahdit breed of sheep, Small Ruminant Research, 37, 203–208.

    Article  PubMed  Google Scholar 

  • Eskandarinasab, M., Ghafouri-Kesbi, F. and Abbasi, M.A., 2010. Different models for evaluation of growth traits and Kleiber ratio in an experimental flock of Iranian fat-tailed Afshari sheep, Journal of Animal Breeding and Genetics, 127, 26–33.

    Article  CAS  PubMed  Google Scholar 

  • Falconer, D.S., Mackay, T.F.C., 1996. Introduction to Quantitative Genetics, (4th edition. Longman, London)

    Google Scholar 

  • Fourie, P. D., Kirton, A. H. and Jury, K. E. (1970). Growth and development of sheep: II. Effect of breed and sex on the growth and carcass composition of the Southdown and Romney and their cross, New Zealand journal of Agricultural Research, 13(4), 753–770.

    Article  Google Scholar 

  • Ghafouri-Kesbi, F., 2013. (Co)variance components and genetic parameters for growth rate and Kleiber ratio in fat-tailed Mehraban sheep. Arch Tierzucht, 55, 564–572.

  • Ghafouri-Kesbi, F. and Gholizadeh, M., 2017. Genetic and phenotypic aspects of growth rate and efficiency related traits in sheep, Small Ruminant Research, 149, 181–187.

    Article  Google Scholar 

  • Ghafouri-Kesbi, F. and Rafiei-Tari, A., 2015. Relative growth rate in sheep: heritability and relationship with absolute growth rate and body weight, Songklanakarin Journal of Science and Technology, 37, 21–27.

    Google Scholar 

  • Ghafouri-Kesbi, F., Abbasi, M.A., Afraz, F., Babaei, M., Baneh, H. and Abdollahi Arpanahi, R., 2011. Genetic analysis of growth rate and Kleiber ratio in Zandi sheep, Tropical Animal Health and Production, 43, 1153–1159.

    Article  PubMed  Google Scholar 

  • Gizaw, S. and Joshi, B.K., 2004. Estimates of genetic parameters of growth traits in Menz and Awassi × Menz crossbred sheep in Ethiopia, Journal of Animal Science, 74, 864–867.

    Google Scholar 

  • Jalil-Sarghale, A., Kholghi, M., Moradishahrebabak, M., Moradishahrebabak, H.,Mohammadi, H. and Abdollahi-arpanahi, R., 2014. Model comparisons and genetic parameter estimates of growth traits in Baluchi sheep, Slovakian Journal of Animal Science, 47 (1), 12–18.

    Google Scholar 

  • Khorsand, A., Hafezian, S.H., Teimouri-Yansari, A. and Farhadi, A., 2014. Genetic parameters of direct and maternal effects for growth traits of Afshari sheep. Iran, Journal of Applied Animal Science, 4 (1), 69–74.

    Google Scholar 

  • Kleiber, M., 1947. Body size and metabolic rate, Physiology Review, 27, 511–541.

    Article  CAS  Google Scholar 

  • Kushwaha, B.P., Mandal, A., Arora, A.L., Kumar, R., Kumar, S. and Notter, D.R., 2009. Direct and maternal (co)variance components and heritability estimates for body weights in Chokla sheep, Journal of Animal Breeding and Genetics, 126, 278–287.

    Article  CAS  PubMed  Google Scholar 

  • Livestock Census, 2012. Department of Animal Husbandry, Dairying and Fisheries. New Delhi.

    Google Scholar 

  • Mandal, A., Neser, F.W.C., Rout, P.K., Roy, R. and Notter, D.R., 2006. Genetic parameters for direct and maternal effects on body weights of Muzaffarnagari sheep, Journal of Animal Science, 82, 133–140.

    Article  Google Scholar 

  • Mandal, A., Karunakaran, M., Sharma, D. K., Baneh, H. and Rout, P. K., 2015. Variance components and genetic parameters of growth traits and Kleiber ratio in Muzaffarnagari sheep, Small Ruminant Research, 132, 79–85.

    Article  Google Scholar 

  • Meyer, K., 2007. WOMBAT - A tool for mixed model analyses in quantitative genetics by restricted maximum likelihood (REML), Journal of Zhejiang University Science B, 8(11), 815–821.

  • Miraei-Ashtiani, S.R., Seyedalian, S.A.R. and MoradiShahrbabak, M., 2007. Variance components and heritabilities for body weight traits in Sangsari sheep: using univariate and multivariate animal models, Small Ruminant Research, 73, 109–114.

    Article  Google Scholar 

  • Mohammadi, Y., Rashidi, A., Mokhtari, M.S. and Esmailizadeh, A.K., 2010. Quantitative genetic analysis of growth traits and Kleiber ratios in Sanjabi sheep, Small Ruminant Research, 93, 88–93.

    Article  Google Scholar 

  • Mohammadi, K., Rashidi, A., Mokhtari, M.S. and Beigi Nassiri, M.T., 2011. The estimation of (co)variance components for growth traits and Kleiber ratios in Zandi sheep, Small Ruminant Research. 99 (2), 116–121.

    Article  Google Scholar 

  • Mohammadi, H., Shahrebabak, M.M., Shahrebabak, H.M., Bahrami, A. and Dorostkar, M., 2013. Model comparisons and genetic parameter estimates of growth and the Kleiber ratio in Shal sheep. Arch. Tierz, 56 (26), 264–275.

    Google Scholar 

  • Mohsen, G. and Farhad, G-K., 2017. Genetic analysis of average daily gain in Baluchi sheep, Meta Gene, 13, 119–123.

  • Mokhtari, M.S., Moradi Shahrebabak, M., Moradi Shahrebabk, H. and Sadeghi, M., 2012. Estimation of (co)variance components and genetic parameters for growth traits in Arman sheep, Journal of Livestock Science and Technology, 1 (1), 38–47.

    Google Scholar 

  • Ozcan, M., Ekiz, B., Yilmaz, A. and Ceyhan, A., 2005. Genetic parameter estimates for lamb growth traits and greasy fleece weight at first shearing in Turkish Merino sheep, Small Ruminant Research, 56, 215–222.

    Article  Google Scholar 

  • Prakash, V., Prince, L.L.L., Gowane, G.R. and Arora, A.L., 2012. Factors affecting post-weaning average daily gain and Kleiber ratios in Malpura sheep, Indian Journal of Animal Science, 82 (12), 1598–1600.

    Google Scholar 

  • Prince, L.L.L., Gowane, G.R., Chopra, A. and Arora, A.L., 2010. Estimates of (co)variance components and genetic parameters for growth traits of Avikalin sheep, Tropical Animal Health and Production, 42, 1093–1101.

    Article  PubMed  Google Scholar 

  • Rashidi, A., Mokhtari, M.S., Jahanshahi, A.S. and Abadi, M.R.M., 2008. Genetic parameter estimates of pre-weaning growth traits in Kermani sheep, Small Ruminant Research, 74, 165–171.

    Article  Google Scholar 

  • Safari, E., Fogarty, N.M., Gilmour, A.R., 2005. A review of genetic parameter estimates for wool, growth, meat and reproduction traits in sheep, Livestock Production Science, 92(3), 271–289.

  • Savar-Sofla, S., Nejati-Javaremi, A., Abbasi, M.A., Vaez-Torshizi, R. and Chamani, M., 2011. Investigation on direct and maternal effects on growth traits and the Kleiber ratio in Moghani Sheep, World Applied Science Journal, 14 (9), 1313–1319.

    Google Scholar 

  • Sezenler, T., Ceyhan, A., Yuksel, M. A., Onaldi, A. T. and Yildirir, M., 2016. Effect of parity and type of lambing on performance and udder traits of Bandirma ewes, Indian Journal of Animal Science, 86, 572–577.

    Google Scholar 

  • Singh, H., Pannu, U., Narula, H. K., Chopra, A., Naharwara, V. and Bhakar, S. K., 2016. Estimates of (co) variance components and genetic parameters of growth traits in Marwari sheep, Journal of applied animal research, 44(1), 27–35.

    Article  Google Scholar 

  • Sinha, N.K. and Singh, S.K., 1997. Genetic and phenotypic parameters of body weights, average daily gains and first shearing wool yield in Muzaffarnagri sheep, Small Ruminant Research, 26, 21–29.

    Article  Google Scholar 

  • Snyman, M.A., Erasmus, G.J., van Wyk, J.B. and Olivier, J.J., 1995. Direct and maternal (co)variance components and heritability estimates for body weight at different ages and fleece traits in Afrino sheep, Livestock Production Science, 44, 229–235

    Article  Google Scholar 

  • SPSS, 2010. SPSS for Windows, Brief Guide, Version 19.0. Armonk, NY: IBM

    Google Scholar 

  • Talebi, M., 2012. Heritability estimates for some growth traits and Kleiber ratios in Karakul sheep, Indian Journal of Animal Science, 82, 6.

    Google Scholar 

  • Willham, R.L., 1972. The role of maternal effects in Animal breeding: III .Biometrical aspects of maternal effects in animal, Journal of Animal Science, 35, 1288–1293

    Article  CAS  PubMed  Google Scholar 

  • Yazdi, M.H., Engstrom, G., Nasholm, A., Johansson, K., Jorjani, H. and Liljedahl, L.E., 1997. Genetic parameters for lamb weight at different ages and wool production in Baluchi sheep, Journal of Animal Science, 65, 247–255.

    Article  Google Scholar 

  • Zamani, P. and Mohammadi, H., 2008. Comparison of different models for estimation of genetic parameters of early growth traits in the Mehraban sheep, Journal of Animal Breeding and Genetics, 125, 29–34.

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We acknowledge the funding and operational guidance provided by ICAR-NWPSI Project Coordination cell, CSWRI, Avikanagar, Rajasthan, India, and Sri Venkateswara Veterinary University, Tirupati, Andhra Pradesh, India.

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Correspondence to Satish Kumar Illa.

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Illa, S.K., Gollamoori, G. & Nath, S. Direct and maternal variance components and genetic parameters for average daily body weight gain and Kleiber ratios in Nellore sheep. Trop Anim Health Prod 51, 155–163 (2019). https://doi.org/10.1007/s11250-018-1670-z

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