Abstract
Traits measuring reproduction and survival sometimes show a negative genetic trend in livestock populations despite their importance to profitability. This occurs due to inbreeding depression and selection for other traits. For many traits there are genes with an allele that increases the trait value but is initially at low frequency due to negative effects on fitness. Therefore, theory suggests that fitness traits will tend to decline due to selection for other traits even if this is not predicted by the genetic correlation in the base population. The most important recommendation to overcome this problem is simply to include fitness traits in the breeding objective, the recording scheme and the selection index. The economic weight given to fitness traits should take account of the high likelihood that they will be important in the future whereas other breeding objectives are more likely to change with time.
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References
Arthur, P.F. 1995. Double muscling in cattle: A review. Aust. J. Agri. Res. 46:1493–1515.
Biffani, S., Samoré, A.B. and Canavesi, F. 2002. Inbreeding depression for production, reproduction and functional traits in Italian Holstein cattle. Proc 7th World Congr. Genet. Applied to Livest. Prod. Comm. No. 09–44.
Cassell, B.G., Adamec, V. and Pearson, R.E. 2003. Maternal and fetal inbreeding depression for 70-Day nonreturn and calving rate in Holsteins and Jerseys. J. Dairy Sci. 86: 2977–2983.
Dudley, J.W. (1977). 76 generations of selection for oil and proteinpercentage in maize. In Proc. Int. Conf. Quant. Genet (E. Pollak, O. Kempthorne and T.B. Bailey, eds.), Iowa State University, Ames, IA, pp. 459–473.
Ehiobu, N.G., Goddard, M.E. and Taylor, J.F. (1989). Effect of rate of inbreeding on inbreeding depression in Drosophila melanogaster. Theor. Appl. Genet. 77: 123–127.
Fàbrega, E., Diestre, A., Carrión, D., Font, J. and Manteca, X. (2002). Effect of the halothane gene on pre-slaughter mortality in two Spanish commercial pig abattoirs. Anim. Welf. 11: 449–452.
Fulkerson, W.J., Wilkins, J., Dobos, R.C., Hough, G.M., Goddard, M.E. and Davison, T. (2001). Reproductive performance in Holstein-Friesian cows in relation to genetic merit and feeding when grazing pasture. Anim. Sci. 73: 397–406.
Goddard, M.E. (1998). Consensus and debate in the definition of breeding objectives. J. Dairy Sci. 81 (suppl. 2): 6–18.
Goddard, M.E. (1992). Optimum effective population size for the global population of black and white dairy cattle. J. Dairy Sci. 75: 2902–2911.
Goddard, M.E. and Ahmed, A.M. (1982). The use of the genetic distance between cattle breeds to predict the heterosis in crosses. Proc. 2nd World Congr. Genet. Appl. Livest. Prod. 8: 377–382.
Goddard, M.E. and Hayes, B.J. (2003). The effect of artificial selection on the distribution of QTL effects. Proc. Assoc. Advmt. Anim. Breed. Genet. 15: 35–38.
Goddard, M.E. and Smith, C. (1990).Optimum number of bull sires in dairy cattle breeding. J. Dairy Sci. 73: 1113–1122.
Goddard, M.E. and Thompson, R. (1998). Use of Prior Information in forming selection indices. J. Anim. Breed. Genet. 115: 327–340.
Grobet, L., Poncelet, D., Royo, L.J., Brouwers, B., Pirottin, D., Michaux, C., Ménissier, F., Zanotti, M., Dunner, S. and Georges, M. (1998). Molecular definition of an allelic series of mutations disrupting the myostatin function and causing double-muscling in cattle. Mamm. Genome 9: 210–213.
Haile-Mariam, M., Bowman, P.J. and Goddard, M.E. 2007a. A practical approach for minimising inbreeding and maximising genetic gain in Australian dairy cattle. Genet. Sel. Evol. 39: 369–389.
Haile-Mariam, M., Schelfhorst, E. and Goddard, M.E. 2007b. Effect of data collection methods on the availability of calving ease, fertility and herd health data for evaluating Australian dairy cattle. Aust. J. Exp. Agric. 47: 664–671.
de Jong, G. (2005). Usage of predictors of fertility in the genetic evaluation, application in the Netherlands. Interbull Bull. 33: 69–73.
Lynch, M. and Walsh, B. (1998). Genetics and Analysis of Quantitative Traits, Sinauer Associates, Sunderland, UK.
MacEachern, S. (2007). PhD thesis. Molecular Evolution of the Domesticated Cow (Bos taurus). Latrobe University, Melbourne, Australia.
McEntee, G.M., McDevitt, R.M. and Rance, K.A. (2002). Sustainable broiler breeding: Achieving the balance between support and demand tissues. Proc 7th World Congr. Genet. Appl. Livest. Prod. Comm. No. 4–38. 30: 349–352.
Man, W.Y.N. 2004. PhD Thesis. Inbreeding in Australian Holstein Friesian Cattle. The University of Sydney, Sydney, Australia.
Meuwissen, T.H.E. 1997. Maximizing response to selection with a predefined rate of inbreeding. J. Anim. Sci. 75: 934–940.
Meuwissen, T.H.E. and Goddard, M.E. (1997). Selection of farm animals for non-linear traits and profit. Anim. Sci. 65: 1–8.
Philipsson, J., Eriksson, J-Å. and Stålhammar, H. 2005. Know-how transfer in animal\break breeding – the power of integrated cow data bases for farmer’s selection of bulls to improve functional traits in dairy cows. In Knowledge Transfer in Cattle Husbandry. EAAP Publication 117:{85–95}. Wageningen Academic Publishers, The Netherlands.
Smith, L.A., Cassell, B.G. and Pearson, R.E. 1998. The effects of inbreeding on the lifetime performance of dairy cattle. J. Dairy Sci. 81: 2729–2737.
Thompson, J.R., Everett, R.W. and Hammerschmidt, N.L. 2000a. Effects of inbreeding on production and survival in Holsteins. J. Dairy Sci. 83: 1856–1864.
Thompson, J.R., Everett, R.W. and Wolfe, C.W. 2000b. Effects of inbreeding on production and survival in Jerseys. J. Dairy Sci. 83: 2131–2138.
Wall, E., Brotherstone, S., Kearney, J.F., Woolliams, J.A. and Coffey, M.P. 2005. Impact of nonadditive genetic effects in the estimation of breeding values for fertility and correlated traits. J. Dairy Sci. 88: 376–385.
Weber, K.E. and Diggans, L.T. 1990. Increased selection response in large populations. II selection for ethanol vapour resistance in Drosophila melanogaster at two population sizes. Genetics 125: 585–597.
Wray, N.R. and Goddard, M.E. (1994). Increasing long term response to selection. Genet. Sel. Evol. 26: 431–451.
Yoo, B.H. (1980). Long term selection for a quantitative character in large replicate populations of Drosophila melanogaster. II lethals and visible mutants with large effects. Genet. Res. 35: 19–31.
Zhang, X.-S. and Hill, W.G. (2005). Predictions of the patterns of response to artificial selection in lines derived from natural populations. Genetics 169: 411–425.
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Goddard, M. (2009). Fitness Traits in Animal Breeding Programs. In: van der Werf, J., Graser, HU., Frankham, R., Gondro, C. (eds) Adaptation and Fitness in Animal Populations. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-9005-9_3
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DOI: https://doi.org/10.1007/978-1-4020-9005-9_3
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