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Direct and maternal (co)variance components, genetic parameters, and annual trends for growth traits of Makooei sheep in Iran

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A Publisher’s Erratum to this article was published on 22 February 2014

Abstract

Genetic parameters and genetic trends for birth weight (BW), weaning weight (WW), 6-month weight (6MW), and yearling weight (YW) traits were estimated by using records of 5,634 Makooei lambs, descendants of 289 sires and 1,726 dams, born between 1996 and 2009 at the Makooei sheep breeding station, West Azerbaijan, Iran. The (co)variance components were estimated with different animal models using a restricted maximum likelihood procedure and the most appropriate model for each trait was determined by Akaike’s Information Criterion. Breeding values of animals were predicted with best linear unbiased prediction methodology under multi-trait animal models and genetic trends were estimated by regression mean breeding values on birth year. The most appropriate model for BW was a model including direct and maternal genetic effects, regardless of their covariance. The model for WW and 6MW included direct additive genetic effects. The model for YW included direct genetic effects only. Direct heritabilities based on the best model were estimated 0.15 ± 0.04, 0.16 ± 0.03, 0.21 ± 0.04, and 0.22 ± 0.06 for BW, WW, 6MW, and YW, respectively, and maternal heritability obtained 0.08 ± 0.02 for BW. Genetic correlations among the traits were positive and varied from 0.28 for BW–YW to 0.66 for BW–WW and phenotypic correlations were generally lower than the genetic correlations. Genetic trends were 8.1 ± 2, 67.4 ± 5, 38.7 ± 4, and 47.6 ± 6 g per year for BW, WW, 6MW, and YW, respectively.

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References

  • Akaike, H., 1974. A new look at the statistical model identification. IEEE Trans. Automat. Contr, 19, 716–723.

    Article  Google Scholar 

  • Bosso, N.A., Cisse, M.F., van der Waaij, 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 

  • Di, J., Zhang, Y., Ke-Chuang, T., Liu, J.F., Xu, X.M., Zhang, Y.J. and Zhang, T.H., 2011. Estimation of (co)variance components and genetic parameters for growth and wool traits of Chinese superfine merino sheep with the use of a multi-trait animal model, Livestock Science, 138, 278-288.

    Article  Google Scholar 

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

    Article  PubMed  CAS  Google Scholar 

  • Ghafouri-Kesbi, F. and Eskandarinasab, M.P., 2008. An evaluation of maternal influences on growth traits: the Zandi sheep breed of Iran as an example, Journal of Animal and Feed Sciences, 17, 519–529.

    Google Scholar 

  • Gilmour, A.R., Bullis, B.R., Welham, S.J. and Thompson, R., 2000. ASReml reference manual. NSW Agriculture Biometric Bulletin, No. 3. Orange Agriculture. Institute, Orange, Australia.

    Google Scholar 

  • Gizaw, S., Lemmaa, S., Komenb, H. and Van Arendonk, J.A.M., 2007. Estimates of genetic parameters and genetic trends for live weight and fleece traits in Menz sheep, Small Ruminant Research, 70, 145-153.

    Article  Google Scholar 

  • Gowane, G.R., Chopra, A., Prince, L.L.L., Paswan, C. and Arora, A.L., 2010a. Estimates of (co)variance components and genetic parameters for body weights and first greasy fleece weight in Bharat Merino sheep, Animal, 4, 425–431.

    Article  PubMed  CAS  Google Scholar 

  • Gowane, G.R., Chopra, A., Ved Prakash, S. and Arora, A.L., 2010b. Estimates of (co)variance components and genetic parameters for body weights and first greasy fleece weight in Malpura sheep, Livestock Science, 131, 94–101.

    Article  Google Scholar 

  • Gowane, G.R., Chopra, A., Prince, L.L.L., Mishra, A.K. and Arora, A.L., 2011. Genetic analysis for growth traits of prolific Garole × Malpura (GM) sheep, Tropical Animal Health and Production, 43, 299–303.

    Article  PubMed  Google Scholar 

  • Hanford, K.J., Van Vleck, L.D. and Snowder, G.D., 2006. Estimates of genetic parameters and genetic change for reproduction, weight and wool characteristics of Polypay sheep, Livestock Science, 102, 72–82.

    Article  Google Scholar 

  • Hassani, S., Deltang Sefidsanghi, H., Rashidi, A. and Ahani Azari, M., 2009. Estimation of genetic, phenotypic and environment trends for some growth traits in baluchi sheep, Iranian Journal of Agriculture Science and Natural Resources, 16, 12–23.

    Google Scholar 

  • Henderson, C.R. and Quaas, R.L., 1976. Multiple trait evaluation using relatives’ records, Journal of Animal Science, 43, 1188-1197.

    Google Scholar 

  • Jafaroghli, M., Rashidi, A., Mokhtari, M.S. and Shadparvar, A.A., 2010. (Co)Variance components and genetic parameter estimates for growth traits in Moghani sheep, Small Ruminant Research, 91, 170–177.

    Article  Google Scholar 

  • Kariuki, C.M., Evans D., Ilatsia, Isaac S.K. and Kahi, A.K., 2010. Direct and maternal (co)variance components, genetic parameters and annual trends for growth traits of Dorper sheep in semi-arid Kenya, Tropical Animal Health and Production, 42, 473–481.

    Article  PubMed  CAS  Google Scholar 

  • Koyuncu, M. and Duru, S., 2009. Estimates of (co) variance components for direct and maternal effects on birth weight of Karacabey Merino lambs, Turkish Journal of Veterinary and Animal Sciences, 33 (3), 235–240.

    Google Scholar 

  • Kushwaha, B.P., Mandal, A., Arora, A.L., Kumar, R. and Kumar, S., 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  PubMed  CAS  Google Scholar 

  • Lotfi Farokhad, M., Beigi Nassiri, M.T., Roshanfekr, H., Fayazi, J. and Mamouei, M., 2010. Genetic parameters for direct and maternal effects on growth traits of Arman lambs, Research Journal of Biological Sciences, 5 (1), 71–74.

    Article  Google Scholar 

  • Mandal, A., Gopal, D., Rout, P. K. and Roy, R., 2011. Genetic parameters for direct and maternal effects on post-weaning body measurements of Muzaffarnagari sheep in India, Tropical Animal Health and Production, 43, 675–683.

    Article  PubMed  Google Scholar 

  • Miraei-Ashtiani, S.R., Seyedalian, S.A.R. and Moradi Shahrbabak, 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., Mokhtari M.S. and Bahrami, A.M., 2008. Estimation of genetic and environmental trends for some of growth traits in Kurdi, Iranian Modern Genetics Journal, l3 (4), 29–36.

    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., Nassiri, T.B.M., Roshanfekr, H., Mirzadeh, K. and Aghaei, A., 2011a. Estimation of genetic trend for body weights at post-weaning in Zandi sheep, Journal of Animal and Veterinary Advances, 10, 272–274.

    Article  Google Scholar 

  • Mohammadi, K., Rashidi, A., Mokhtari, M.S. and Beigi Nassiri, M.T., 2011b. The estimation of (co)variance components for growth traits and Kleiber ratios in Zandi sheep, Small Ruminant Research, 99(2), 116–121. doi:10.1016/j.smallrumres.2011.03.058.

  • Mokhtari, M.S. and Rashidi, A., 2010. Genetic trends estimation for body weights of Kermani sheep at different ages using multivariate animal models, Small Ruminant Research, 88, 23–26.

    Article  Google Scholar 

  • Mokhtari, M.S., Rashidi, A. and Mohammadi, Y., 2008. Estimation of genetic parameters for post-weaning traits of Kermani sheep, Small Ruminant Research, 80, 22–27.

    Article  Google Scholar 

  • Mrode, R.A., 2005. Linear models for the prediction of animal breeding values, 2nd edition. CAB International, 344 pp.

  • 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 

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

    Article  Google Scholar 

  • Roshanfekr, H., Mamouei, M., Mohammadi, K. and Rahmatnejad, E., 2011. Estimation of genetic and environmental parameters affected pre-weaning traits of Arabi lambs, Journal of Animal and Veterinary Advances, 10 (10), 1239–1243.

    Article  Google Scholar 

  • SAS Institute, 2003. SAS user’s guide version 9.1: statistics, Cary, NC: SAS Institute Inc.

    Google Scholar 

  • Shaat, I., Galal, S. and Mansour, H., 2004. Genetic trends for lamb weights in flocks of Egyptian Rahmani and Ossimi sheep, Small Ruminant Research, 51, 23–28.

    Article  Google Scholar 

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

    PubMed  CAS  Google Scholar 

Download references

Acknowledgments

The authors are thankful to the staff of the Makooei Sheep Breeding Station who provided the raw data for the present study. Thanks are also extended to anonymous reviewers for their valuable comments on a previous version of this manuscript.

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Correspondence to Hossein Mohammadi.

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An erratum to this article is available at http://dx.doi.org/10.1007/s11250-014-0555-z.

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Mohammadi, H., Moradi Shahrebabak, M., Vatankhah, M. et al. Direct and maternal (co)variance components, genetic parameters, and annual trends for growth traits of Makooei sheep in Iran. Trop Anim Health Prod 45, 185–191 (2012). https://doi.org/10.1007/s11250-012-0190-5

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