Effect of inter- and intragenic epistasis on the heritability of oil content in rapeseed (Brassica napus L.).
The loci detected by association mapping which are involved in the expression of important agronomic traits in crops often explain only a small proportion of the total genotypic variance. Here, 17 SNPs derived from 9 candidate genes from the triacylglycerol biosynthetic pathway were studied in an association analysis in a population of 685 diverse elite rapeseed inbred lines. The 685 lines were evaluated for oil content, as well as for glucosinolates, yield, and thousand-kernel weight in field trials at 4 locations. We detected main effects for most of the studied genes illustrating that genetic diversity for oil content can be exploited by the selection of favorable alleles. In addition to main effects, both intergenic and intragenic epistasis was detected that contributes to a considerable amount to the genotypic variance observed for oil content. The proportion of explained genotypic variance was doubled when in addition to main effects epistasis was considered. Therefore, a knowledge-based improvement of oil content in rapeseed should also take such favorable epistatic interactions into account. Our results suggest, that the observed high contribution of epistasis may to some extent explain the missing heritability in genome-wide association studies.
State Plant Breeding Institute, University of Hohenheim, 70593 Stuttgart, Germany. tobias.wuerschum@uni-hohenheim.de
Tobias
T
Würschum
Hans Peter
HP
Maurer
Felix
F
Dreyer
Jochen C
JC
Reif
D029741:Brassica rapa / Q000235:genetics* / Q000254:growth & development; D002874:Chromosome Mapping; D004843:Epistasis, Genetic / Q000235:genetics*; D017343:Genes, Plant / Q000235:genetics*; D005819:Genetic Markers; D009821:Oils / Q000378:metabolism*; D019655:Quantitative Trait, Heritable; D012639:Seeds / Q000737:chemistry* / Q000235:genetics
D005819:Genetic Markers; D009821:Oils