Quantitative Trait Loci and Inter-Organ Partitioning for Essential Metal and Toxic Analogue Accumulation in Barley

PLoS One. 2016 Apr 14;11(4):e0153392. doi: 10.1371/journal.pone.0153392. eCollection 2016.

Abstract

The concentrations of both essential nutrients and chemically similar toxic analogues accumulated in cereal grains have a major impact on the nutritional quality and safety of crops. Naturally occurring genetic diversity can be exploited for the breeding of improved varieties through introgression lines (ILs). In this study, multi-element analysis was conducted on vegetative leaves, senesced flag leaves and mature grains of a set of 54 ILs of the wild ancestral Hordeum vulgare ssp. spontaneum in the cultivated variety Hordeum vulgare ssp. vulgare cv. Scarlett. Plants were cultivated on an anthropogenically heavy metal-contaminated soil collected in an agricultural field, thus allowing simultaneous localization of quantitative trait loci (QTL) for the accumulation of both essential nutrients and toxic trace elements in barley as a model cereal crop. For accumulation of the micronutrients Fe and Zn and the interfering toxin Cd, we identified 25, 16 and 5 QTL, respectively. By examining the gene content of the introgressions, we associated QTL with candidate genes based on homology to known metal homeostasis genes of Arabidopsis and rice. Global comparative analyses suggested the preferential remobilization of Cu and Fe, over Cd, from the flag leaf to developing grains. Our data identifies grain micronutrient filling as a regulated and nutrient-specific process, which operates differently from vegetative micronutrient homoeostasis. In summary, this study provides novel QTL for micronutrient accumulation in the presence of toxic analogues and supports a higher degree of metal specificity of trace element partitioning during grain filling in barley than previously reported for other cereals.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Genes, Plant*
  • Genetic Association Studies
  • Hordeum / chemistry
  • Hordeum / drug effects
  • Hordeum / genetics*
  • Metals, Heavy / chemistry
  • Metals, Heavy / metabolism*
  • Metals, Heavy / toxicity
  • Micronutrients
  • Plant Leaves / chemistry
  • Plant Leaves / drug effects
  • Plant Leaves / genetics
  • Quantitative Trait Loci*
  • Seeds / chemistry
  • Seeds / drug effects
  • Seeds / genetics
  • Soil Pollutants / chemistry
  • Soil Pollutants / metabolism
  • Soil Pollutants / toxicity

Substances

  • Metals, Heavy
  • Micronutrients
  • Soil Pollutants

Grants and funding

This work was supported by FOOD-CT-2006-016253, https://ec.europa.eu/research/fp6/index_en.cfm, Integrated Project PHIME (Public health impact of long-term, low-level mixed element exposure in susceptible population strata).