Characterization of metabolite quantitative trait loci and metabolic networks that control glucosinolate concentration in the seeds and leaves of Brassica napus

New Phytol. 2012 Jan;193(1):96-108. doi: 10.1111/j.1469-8137.2011.03890.x. Epub 2011 Oct 4.


• Glucosinolates are a major class of secondary metabolites found in the Brassicaceae, whose degradation products are proving to be increasingly important for human health and in crop protection. • The genetic and metabolic basis of glucosinolate accumulation was dissected through analysis of total glucosinolate concentration and its individual components in both leaves and seeds of a doubled-haploid (DH) mapping population of oilseed rape/canola (Brassica napus). • The quantitative trait loci (QTL) that had an effect on glucosinolate concentration in either or both of the organs were integrated, resulting in 105 metabolite QTL (mQTL). Pairwise correlations between individual glucosinolates and prior knowledge of the metabolic pathways involved in the biosynthesis of different glucosinolates allowed us to predict the function of genes underlying the mQTL. Moreover, this information allowed us to construct an advanced metabolic network and associated epistatic interactions responsible for the glucosinolate composition in both leaves and seeds of B. napus. • A number of previously unknown potential regulatory relationships involved in glucosinolate synthesis were identified and this study illustrates how genetic variation can affect a biochemical pathway.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Arabidopsis / genetics
  • Brassica napus / genetics*
  • Brassica napus / metabolism*
  • Computational Biology
  • Epistasis, Genetic
  • Genes, Plant / genetics
  • Genetic Linkage
  • Glucosinolates / metabolism*
  • Humans
  • Metabolic Networks and Pathways / genetics*
  • Phenotype
  • Plant Leaves / genetics
  • Plant Leaves / metabolism*
  • Quantitative Trait Loci / genetics*
  • Seeds / genetics
  • Seeds / metabolism*


  • Glucosinolates