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1.
J Agric Food Chem ; 63(3): 1042-52, 2015 Jan 28.
Article in English | MEDLINE | ID: mdl-25588121

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.


Subject(s)
Environment , Metabolomics , Phenotype , Plant Extracts/chemistry , Plant Extracts/genetics , Spectrometry, Mass, Electrospray Ionization/methods , Agriculture/methods , Breeding , Genotype , Nitrogen/administration & dosage , Zea mays/chemistry , Zea mays/genetics , Zea mays/growth & development
2.
Mol Biosyst ; 8(6): 1658-60, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22513980

ABSTRACT

Climatic change is an increasing challenge for agriculture that is driving the development of suitable crops in order to ensure supply for both human nutrition and animal feed. In this context, it is increasingly important to understand the biochemical responses of cells to environmental cues at the whole system level, an aim that is being brought closer by advances in high throughput, cost-efficient plant metabolomics. To support molecular breeding activities, we have assessed the economic, technical and statistical feasibility of using direct mass spectrometry methods to evaluate the physiological state of maize (Zea mays L.) plants grown under different stress conditions.


Subject(s)
Metabolomics/methods , Spectrometry, Mass, Electrospray Ionization/methods , Zea mays/chemistry , Zea mays/physiology , Agriculture , Breeding , Cluster Analysis , Metabolome/physiology , Plant Proteins/chemistry , Plant Proteins/metabolism , Stress, Physiological/physiology , Zea mays/genetics , Zea mays/metabolism
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