Genetics, Vol. 153, 1009-1020, October 1999, Copyright © 1999

Expected Genetic Contributions and Their Impact on Gene Flow and Genetic Gain

J. A. Woolliamsa, P. Bijmab, and B. Villanuevac
a Roslin Institute (Edinburgh), Roslin, Midlothian EH25 9PS, United Kingdom,
b Animal Breeding and Genetics Group, Wageningen Institute of Animal Sciences, Wageningen Agricultural University, 6700 A4 Wageningen, The Netherlands
c Scottish Agricultural College, Edinburgh EH9 3JG, United Kingdom

Corresponding author: J. A. Woolliams, Roslin Institute (Edinburgh), Roslin, Midlothian EH25 9PS, United Kingdom., john.woolliams{at}bbsrc.ac.uk (E-mail)

Communicating editor: R. G. SHAW

Long-term genetic contributions (ri) measure lasting gene flow from an individual i. By accounting for linkage disequilibrium generated by selection both within and between breeding groups (categories), assuming the infinitesimal model, a general formula was derived for the expected contribution of ancestor i in category qi(q)), given its selective advantages (si(q)). Results were applied to overlapping generations and to a variety of modes of inheritance and selection indices. Genetic gain was related to the covariance between ri and the Mendelian sampling deviation (ai), thereby linking gain to pedigree development. When si(q) includes ai, gain was related to Ei(q)ai], decomposing it into components attributable to within and between families, within each category, for each element of si(q). The formula for µi(q) was consistent with previous index theory for predicting gain in discrete generations. For overlapping generations, accurate predictions of gene flow were obtained among and within categories in contrast to previous theory that gave qualitative errors among categories and no predictions within. The generation interval was defined as the period for which µi(q), summed over all ancestors born in that period, equaled 1. Predictive accuracy was supported by simulation results for gain and contributions with sib-indices, BLUP selection, and selection with imprinted variation.





This article has been cited by other articles:


Home page
Crop Sci.Home page
E. L. Heffner, M. E. Sorrells, and J.-L. Jannink
Genomic Selection for Crop Improvement
Crop Sci., January 28, 2009; 49(1): 1 - 12.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
J. Engelstadter and G. D. D. Hurst
The Impact of Male-Killing Bacteria on Host Evolutionary Processes
Genetics, January 1, 2007; 175(1): 245 - 254.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
L. Sanchez and J. A. Woolliams
Impact of Nonrandom Mating on Genetic Variance and Gene Flow in Populations With Mass Selection
Genetics, January 1, 2004; 166(1): 527 - 535.
[Abstract] [Full Text] [PDF]


Home page
J ANIM SCIHome page
S. Avendano, B. Villanueva, and J. A. Woolliams
Expected increases in genetic merit from using optimized contributions in two livestock populations of beef cattle and sheep
J Anim Sci, December 1, 2003; 81(12): 2964 - 2975.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
L. Sanchez, P. Bijma, and J. A. Woolliams
Minimizing Inbreeding by Managing Genetic Contributions Across Generations
Genetics, August 1, 2003; 164(4): 1589 - 1595.
[Abstract] [Full Text] [PDF]


Home page
J HeredHome page
M. J. M. Rutten, P. Bijma, J. A. Woolliams, and J. A. M. van Arendonk
SelAction: Software to Predict Selection Response and Rate of Inbreeding in Livestock Breeding Programs
J. Hered., November 1, 2002; 93(6): 456 - 458.
[Full Text] [PDF]


Home page
GeneticsHome page
P. Bijma and J. A. Woolliams
Prediction of Rates of Inbreeding in Populations Selected on Best Linear Unbiased Prediction of Breeding Value
Genetics, September 1, 2000; 156(1): 361 - 373.
[Abstract] [Full Text]


Home page
GeneticsHome page
J. A. Woolliams and P. Bijma
Predicting Rates of Inbreeding in Populations Undergoing Selection
Genetics, April 1, 2000; 154(4): 1851 - 1864.
[Abstract] [Full Text]


Home page
GeneticsHome page
P. Bijma, J. A. M. Van Arendonk, and J. A. Woolliams
A General Procedure for Predicting Rates of Inbreeding in Populations Undergoing Mass Selection
Genetics, April 1, 2000; 154(4): 1865 - 1877.
[Abstract] [Full Text]