Proceedings of the XLV Italian Society of Agricultural
Genetics - SIGA Annual Congress
Salsomaggiore Terme, Italy - 26/29 September, 2001
ISBN 88-900622-1-5
Oral Communication Abstract
ESTIMATE OF MUTATION RATE OF MICROSATELLITES IN NORWAY
SPRUCE: A SIMULATION APPROACH
MAGNI F.*, SCOTTI I.*, MORGANTE M.*,**
* Dipartimento di Produzione Vegetale e
Tecnologie Agrarie, Università degli Studi di Udine, Udine, Italy
federica.magni@dpvta.uniud.it;
ivan.scotti@dpvta.uniud.it
** DuPont Agricultural Biotechnology,
Delaware Technology Park-USA
Morgante@USA.dupont.com
Picea abies K., microsatellites,
population genetics, mutation rates
The analyses presented here provide an approach for
estimating mutation rates at microsatellite loci.
Numerous
population genetic studies addressed the question of estimating effective
population size (N) and mutation rate (n) at genetic loci, two basic parameters
for understanding the genetic structure and the evolutionary dynamics of a
population. For species with large generation time and overlapping generations,
as Norway spruce (Picea abies L. (K.), measuring these
indexes directly is problematic.
Recent
theoretical works suggest that under the generalised stepwise mutation model
(SMM), the within-population variance of repeat unit sizes at microsatellite
loci is proportional to the product of N and n, allowing the indirect estimate
of mutation rates in relative terms at loci grouped by their motif types and
with alleles distinguished by their number of repeat.
Following
the method proposed by Chakraborty (Chakraborty et al.,
PNAS, 1997), the relative mutation rates of
microsatellites, grouped by repeat motif type, have been computed through the
analysis of variance of population survey data. A two-way ANOVA has been
applied to the distributions of the allele sizes at 8 SSRs, clustered in two
classes (5 dinucleotides vs 3 trinucleotides), from a
set of 15 populations (overall sample size: 2158 individuals). The motif type
specific mutation rates and the effect of population size differences have been
estimated. As the locus motif type resulted to be the dominating main effect in
the analysis, while the dependence on population size was not significant, the
estimated motif type specific levels are equal, up a moltiplicative constant C,
to logarithms of motif type specific average mutation rates.
To obtain an
estimate of absolute mutation rates, a coalescent backward approach has been
simulated based on species history information. Five hundred replicates of the
coalescent simulation were produced for a range of population parameters. We
will show the dependence of the results of the simulations on the different
parameters that were tested and show that size variance is not strongly
influenced by effective population size under the selected demographic model.
Observed allele size variances obtained
from the previous analyses have been used to calculate the putative mutation
rate of microsatellite loci.
The dinucleotides appear to have mutation rates 18
times higher than the trinucleotides, and hypervariable dinucleotides seem to
be evolving at a rate 6 times greater than hypovariable dinucleotides. The
range of absolute mutation rates derived from the simulations for the different
classes of loci will be presented and discussed in light of mutation rates
estimated for other species.