Monte Carlo simulation has been carried out to study the benefits of using
molecular markers in a conservation programme to minimize the homozygosity
by descent in the overall genome. Selection of the breeding individuals was
either at random or based on two alternative criteria: overall heterozygos
ity of the markers or frequency-dependent selection. Even molecular informa
tion was available for all the 1 900 simulated loci, a conventional tactic
such as restriction in the variance of the family size is the most importan
t strategy for maintaining genetic variability. In this context: a) frequen
cy-dependent selection seems to be a more efficient criterion than selectio
n for heterozygosity; and b) the value of marker information increases as t
he selection intensity increases. Results from more realistic cases (1, 2,
3, 4, 6 or 10 markers per chromosome and 2, 4, 6 or 10 alleles per marker)
confirm the above conclusions. This is an expensive strategy with respect t
o the number of candidates and the number of markers required in order to o
btain substantial benefits, the usefulness of a marker being related to the
number of alleles. The minimum coancestry mating system was also compared
with random mating and it is concluded that it is advantageous at least for
many generations. (C) Inra/Elsevier, Paris.