title: Multilocus epistasis, linkage, and genetic variance in breeding populations with few parents.
abstract: In a previous study of maize (Zea mays L.) populations formed from few parents, we found that estimates of genetic variances were inconsistent with a simple additive genetic model. Our objective in the current study was to determine how multilocus epistasis and linkage affect the loss of genetic variance in populations created from a small number of parents (N). In simulation experiments, F(2) individuals from the same single cross were intermated to form progeny populations from N = 1, 2, 4, and 8 parents. Additive gene effects and metabolic flux epistasis due to L = 10, 50, and 100 loci were modeled. For additive, additive-with-linkage, epistatic, and epistasis-with-linkage models, we estimated the ratio between total genetic variance in the progeny population (V(N)) and base population (V(B) as well as the 95th (Delta(95%)) and 75th (Delta(75%)) percentile differences between the estimated V(N)/V(B) and the V(N)/V(B) expected for the additive model. The mean V(N)/V(B) ratio was lower under epistasis than under additivity, indicating that metabolic flux epistasis hastens the decline in genetic variance due to small N. In contrast, Delta(95%) was higher with epistasis than with additivity across the different levels of N and L. Linkage had little effect on the mean V(N)/V(B), whereas it increased Delta(95%) and Delta(75%) under both additivity and epistasis. Smaller N and L led to higher V(N)/V(B) particularly when epistasis was present. Overall, the results indicated that while metabolic flux epistasis led to a faster average decline in genetic variance, it also led to greater variability in this decline to the point that V(N)/V(B)was larger than expected in many populations.
authors.affiliation: Department of Agronomy and Plant Genetics, University of Minnesota, 1991 Upper Buford Circle, St Paul, MN 55108, USA.
authors.forename: D A
authors.initials: DA
authors.lastname: Tabanao
authors.forename: J
authors.initials: J
authors.lastname: Yu
authors.forename: R
authors.initials: R
authors.lastname: Bernardo
mesh_terms: D001947:Breeding; D004843:Epistasis, Genetic; D008040:Genetic Linkage; D014644:Genetic Variation; D005828:Genetics, Population; D008957:Models, Genetic; D010290:Parents; D011897:Random Allocation; D003313:Zea mays / Q000235:genetics