Quantitative trait loci for yield and grain plumpness relative to maturity in three populations of barley (Hordeum vulgare L.) grown in a low rain-fall environment

PLoS One. 2017 May 23;12(5):e0178111. doi: 10.1371/journal.pone.0178111. eCollection 2017.

Abstract

Identifying yield and grain plumpness QTL that are independent of developmental variation or phenology is of paramount importance for developing widely adapted and stable varieties through the application of marker assisted selection. The current study was designed to dissect the genetic basis of yield performance and grain plumpness in southern Australia using three doubled haploid (DH) populations developed from crosses between adapted parents that are similar in maturity and overall plant development. Three interconnected genetic populations, Commander x Fleet (CF), Commander x WI4304 (CW), and Fleet x WI4304 (FW) developed from crossing of Australian elite barley genotypes, were used to map QTL controlling yield and grain plumpness. QTL for grain plumpness and yield were analysed using genetic linkage maps made of genotyping-by-sequencing markers and major phenology genes, and field trials at three drought prone environments for two growing seasons. Seventeen QTL were detected for grain plumpness. Eighteen yield QTL explaining from 1.2% to 25.0% of the phenotypic variation were found across populations and environments. Significant QTL x environment interaction was observed for all grain plumpness and yield QTL, except QPlum.FW-4H.1 and QYld.FW-2H.1. Unlike previous yield QTL studies in barley, none of the major developmental genes, including Ppd-H1, Vrn-H1, Vrn-H2 and Vrn-H3, that drive barley adaption significantly affected grain plumpness and yield here. Twenty-two QTL controlled yield or grain plumpness independently of known maturity QTL or genes. Adjustment for maturity effects through co-variance analysis had no major effect on these yield QTL indicating that they control yield per se.

MeSH terms

  • Australia
  • Chromosome Mapping
  • Droughts
  • Edible Grain / genetics*
  • Edible Grain / growth & development*
  • Genetic Linkage
  • Hordeum / genetics*
  • Hordeum / growth & development*
  • Phenotype
  • Plant Proteins / genetics
  • Polymorphism, Single Nucleotide
  • Quantitative Trait Loci
  • Rain*

Substances

  • Plant Proteins

Grants and funding

This work is partially funded by the South Australia Grain Industry Trust Fund (UA 1202), and by Australian Research Council, Grains Research and Development Corporation, the South Australian Government, the Department of Further Education, Employment, Science and Technology, and The University of Adelaide through the Australian Centre for Plant Functional Genomics. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.