Genome-wide association analysis of salinity responsive traits in Medicago truncatula

Plant Cell Environ. 2019 May;42(5):1513-1531. doi: 10.1111/pce.13508. Epub 2019 Feb 27.

Abstract

Salinity stress is an important cause of crop yield loss in many parts of the world. Here, we performed genome-wide association studies of salinity-stress responsive traits in 132 HapMap genotypes of the model legume Medicago truncatula. Plants grown in soil were subjected to a step-wise increase in NaCl concentration, from 0 through 0.5% and 1.0% to 1.5%, and the following traits were measured: vigor, shoot biomass, shoot water content, leaf chlorophyll content, leaf size, and leaf and root concentrations of proline and major ions (Na+ , Cl- , K+ , Ca2+ , etc.). Genome-wide association studies were carried out using 2.5 million single nucleotide polymorphisms, and 12 genomic regions associated with at least four traits each were identified. Transcript-level analysis of the top eight candidate genes in five extreme genotypes revealed association between salinity tolerance and transcript-level changes for seven of the genes, encoding a vacuolar H+ -ATPase, two transcription factors, two proteins involved in vesicle trafficking, one peroxidase, and a protein of unknown function. Earlier functional studies on putative orthologues of two of the top eight genes (a vacuolar H+ -ATPase and a peroxidase) demonstrated their involvement in plant salinity tolerance.

Keywords: GWAS; Medicago truncatula; SNP; legume; proline; salinity; vesicle trafficking.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Genome, Plant
  • Genome-Wide Association Study
  • Genotype
  • Medicago truncatula* / genetics
  • Medicago truncatula* / physiology
  • Peroxidase / metabolism*
  • Phenotype
  • Plant Leaves / metabolism
  • Plant Proteins / metabolism
  • Plant Roots / metabolism
  • Polymorphism, Single Nucleotide
  • Proline / metabolism
  • Salinity*
  • Stress, Physiological / genetics*
  • Vacuolar Proton-Translocating ATPases / genetics*

Substances

  • Plant Proteins
  • Proline
  • Peroxidase
  • Vacuolar Proton-Translocating ATPases