Advertisement
Research-Article| Volume 72, ISSUE 3, P671-677, March 1989

Genetic Parameters of Estimated Net Energy Efficiencies for Milk Production, Maintenance, and Body Weight Change in Dairy Cows1

  • Author Footnotes
    2 Present address: Italian Livestock Association (AIA), via G. Tomassetti 9, 00161 Roma, Italy.
    Luca Buttazzoni
    Footnotes
    2 Present address: Italian Livestock Association (AIA), via G. Tomassetti 9, 00161 Roma, Italy.
    Affiliations
    Department of Animal Science, Michigan State University, East Lansing 48824-1225
    Search for articles by this author
  • I.L. Mao
    Affiliations
    Department of Animal Science, Michigan State University, East Lansing 48824-1225
    Search for articles by this author
  • Author Footnotes
    1 Michigan Agricultural Experiment Station Journal Article Number 12582.
    2 Present address: Italian Livestock Association (AIA), via G. Tomassetti 9, 00161 Roma, Italy.
      This paper is only available as a PDF. To read, Please Download here.

      Abstract

      Net efficiencies of converting intake energy into energy for maintenance, milk production, and body weight change in a lactation were estimated for each of 79 Holstein cows by a two-stage multiple regression model. Cows were from 16 paternal half-sib families, which each had members in at least two of the six herds. Each cow was recorded for milk yield, net energy intake, and the three efficiency traits. These traits were analyzed in a multitrait model containing the same 14 fixed subclasses of herd by season by parity and a random factor of sires for each of the five traits. Restricted maximum likelihood estimates of sire and residual (co)variance components were obtained by an expectation maximization algorithm with canonical transformations. Between milk yield and net energy intake, net energy efficiencies for milk yield, maintenance, and body weight change, the estimated phenotypic correlations were .36, −.02, .08, and −.06, while the genetic correlations were .92, .56, .02, and −.32, respectively. Both genetic and phenotypic correlations were zero between net energy efficiency of maintenance and that of milk yield and .17 between net energy efficiency of body weight change and that of milk yield. The estimated genetic correlation between net efficiency for lactation and milk yield is approximately 60% of that between gross efficiency and milk yield. With a heritability of .32∼.49, net energy efficiency for milk yield may be worth consideration for genetic selection in certain dairy cattle populations.

      References

        • Bauman D.E.
        • McCutcheon S.N.
        • Steinhour W.D.
        • Eppard P.J.
        • Sechon S.J.
        Sources of variation and prospects for improvement of productive efficiency in the dairy cow: a review.
        J. Anim. Sci. 1985; 60: 583
        • Blake R.W.
        • Custodio A.A.
        Feed efficiency: a composite trait of dairy cattle.
        J. Dairy Sci. 1984; 67: 2075
        • Davey A.W.F.
        • Grainger C.
        • Mackenzie D.D.S.
        • Flux D.S.
        • Wilson G.F.
        • Brookes I.M.
        • Holmes C.W.
        Nutritional and physiological studies of differences between Friesian cows of high or low genetic merit.
        Proc. N. Z. Soc. Anim. Prod. 1983; 43: 67
        • Freeman A.E.
        Genetic aspects of the efficiency of nutrient utilization for milk production.
        J. Anim. Sci. 1967; 26: 976
        • Gill J.L.
        Design and analysis of experiments in the animal and medical sciences.
        Iowa State Univ. Press, Ames1978
        • Gravert H.O.
        Genetic factors controlling feed efficiency in dairy cows.
        Livest. Prod. Sci. 1985; 13: 87
        • Grieve D.G.
        • Macleod G.K.
        • Batra T.R.
        • Burnside E.B.
        • Stone J.B.
        Relationships of feed intake and ration digestibility to estimated transmitting ability, body weight and efficiency in first lactation.
        J. Dairy Sci. 1976; 59: 1312
        • Harville D.A.
        Maximum likelihood approaches to variance component estimation and to related problems.
        J. Am. Stat. Assoc. 1977; 72: 320
        • Hooven Jr., N.W.
        • Miller R.H.
        • Plowman R.D.
        Genetic and environmental relationships among efficiency, yield, comsumption and weight of Holstein cows.
        J. Dairy Sci. 1968; 51: 1409
        • Hooven Jr., N.W.
        • Miller R.H.
        • Smith J.W.
        Relationships among whole- and part lactation gross feed efficiency, feed consumption, and milk yield.
        J. Dairy Sci. 1972; 55: 1113
        • Jensen J.
        • Mao I.L.
        Transformation algorithms in analysis of single trait and of multi trait models with equal design matrices and one random factor per trait: a review.
        J. Anim. Sci. 1988; 66: 2750
        • Lamb R.C.
        • Walters J.L.
        • Anderson M.J.
        • Plowman R.D.
        • Mickelsen C.H.
        • Miller R.H.
        Effects of sire and interaction sire with ration on efficiency of feed utilization by Holstein.
        J. Dairy Sci. 1977; 60: 1755
        • Mao I.L.
        Variation in dairy cattle populations: causes and consequences.
        in: Proc. Natl. Invitational Workshop Genet, Improvement Dairy Cattle, Milwaukee, WI1984
        • Mason I.L.
        • Robertson A.
        • Gjelstad B.
        The genetic connection between body size, milk production and efficiency in dairy cattle.
        J. Dairy Res. 1957; 24: 135
        • Moe P.W.
        • Tyrrell H.F.
        • Flatt W.P.
        Energetics of body tissue mobilization.
        J. Dairy Sci. 1971; 54: 548
        • Moe P.W.
        Energy metabolism of dairy cattle.
        J. Dairy Sci. 1981; 64: 1120
        • National Research Council
        Nutrient requirements of dairy cattle.
        Natl. Acad. Sci., Washington, DC1978
        • Taylor C.S.
        • Turner H.G.
        • Young G.B.
        Genetic control of equilibrium maintenance efficiency in cattle.
        Anim. Prod. 1981; 33: 179
        • Tyrrell H.F.
        • Reid J.T.
        Prediction of the energy values of cow's milk.
        J. Dairy Sci. 1965; 48: 1215
      1. Walter, J. P., and I. L. Mao. 1989. Modeling net energy efficiencies as quantitative characteristics for genetic analysis in lactating cows. J. Dairy Sci. 72 (in press).