Metabolic profiling of plant extracts using direct-injection electrospray ionization mass spectrometry allows for high-throughput phenotypic characterization according to genetic and environmental effects

J Agric Food Chem. 2015 Jan 28;63(3):1042-52. doi: 10.1021/jf504853w. Epub 2015 Jan 14.

Abstract

In comparison to the exponential increase of genotyping methods, phenotyping strategies are lagging behind in agricultural sciences. Genetic improvement depends upon the abundance of quantitative phenotypic data and the statistical partitioning of variance into environmental, genetic, and random effects. A metabolic phenotyping strategy was adapted to increase sample throughput while saving reagents, reducing cost, and simplifying data analysis. The chemical profiles of stem extracts from maize plants grown under low nitrogen (LN) or control trial (CT) were analyzed using optimized protocols for direct-injection electrospray ionization mass spectrometry (DIESI-MS). Specific ions significantly decreased or increased because of environmental (LN versus CT) or genotypic effects. Biochemical profiling with DIESI-MS had a superior cost-benefit compared to other standard analytical technologies (e.g., ultraviolet, near-infrared reflectance spectroscopy, high-performance liquid chromatography, and gas chromatography with flame ionization detection) routinely used for plant breeding. The method can be successfully applied in maize, strawberry, coffee, and other crop species.

Keywords: biochemical phenotyping; crop physiology; fingerprinting; low nitrogen stress; maize genetic improvement.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Agriculture / methods
  • Breeding
  • Environment*
  • Genotype
  • Metabolomics*
  • Nitrogen / administration & dosage
  • Phenotype*
  • Plant Extracts / chemistry*
  • Plant Extracts / genetics*
  • Spectrometry, Mass, Electrospray Ionization / methods*
  • Zea mays / chemistry
  • Zea mays / genetics
  • Zea mays / growth & development

Substances

  • Plant Extracts
  • Nitrogen