Principal component analysis of HPLC-MS/MS patterns of wheat (Triticum aestivum) varieties

Untargeted metabolomic strategy was chosen to investigate as many small metabolites as possible in a collection of 13 varieties of conventionally grown spring and winter wheat and organic wheat (Triticum aestivum). Metabolites were separated by high-performance liquid chromatography on a reversed-phase column (RP-HPLC) coupled with electrospray ionization tandem mass spectrometry (ESI-MS/MS). The procedure includes extraction of metabolites followed by chromatographic separation using the linear gradient of aqueous formic acid and acetonitrile with subsequent identification of compounds by MS/MS. Discrimination of the metabolomic patterns of different wheat varieties was achieved by principal component analysis (PCA). Results of PCA indicated clear differences in the patterns of wheat varieties. The winter wheat grown in conventional conditions and the spring wheat grown in organic conditions differed from the spring wheat grown in conventional conditions by the higher content of carbohydrates. It could be explained by osmotic stress resistance. Varieties grown under organic conditions could be well distinguished from others by the results of PCA, which points to the existence of an impact of different farming systems.

[1]  T. Beta,et al.  The analysis of phenolic constituents in glabrous canaryseed groats , 2011 .

[2]  M. Batista,et al.  Cymbopogon citratus leaves: Characterization of flavonoids by HPLC–PDA–ESI/MS/MS and an approach to their potential as a source of bioactive polyphenols , 2008 .

[3]  E. V. Bueren Challenging new concepts and strategies for organic plant breeding and propagation. , 2003 .

[4]  M. Vaher,et al.  Oxidation products of free polyunsaturated fatty acids in wheat varieties , 2009 .

[5]  D. Desclaux,et al.  Developments in breeding cereals for organic agriculture , 2008, Euphytica.

[6]  H. Sapirstein,et al.  Genotype and environmental variation in phenolic content, phenolic acid composition, and antioxidant activity of hard spring wheat. , 2006, Journal of agricultural and food chemistry.

[7]  A. Cifuentes,et al.  Capillary electrophoresis time-of-flight mass spectrometry for comparative metabolomics of transgenic versus conventional maize. , 2008, Analytical chemistry.

[8]  Karsten Niehaus,et al.  Metabolite profiling of wheat grains (Triticum aestivum L.) from organic and conventional agriculture. , 2006, Journal of agricultural and food chemistry.

[9]  A. Segura‐Carretero,et al.  Comparative metabolomic study of transgenic versus conventional soybean using capillary electrophoresis-time-of-flight mass spectrometry. , 2008, Journal of chromatography. A.

[10]  K. Héberger,et al.  Supervised pattern recognition in food analysis. , 2007, Journal of chromatography. A.

[11]  Kazuki Saito,et al.  Rice Metabolomics , 2008, Rice.

[12]  R. March,et al.  A mass spectrometric study of glucose, sucrose, and fructose using an inductively coupled plasma and electrospray ionization , 2005 .

[13]  M. Vaher,et al.  Phenolic compounds and the antioxidant activity of the bran, flour and whole grain of different wheat varieties , 2010 .

[14]  D. Arráez-Román,et al.  Profiles of phenolic compounds in modern and old common wheat varieties determined by liquid chromatography coupled with time-of-flight mass spectrometry. , 2011, Journal of chromatography. A.

[15]  Sibel Irmak,et al.  Effect of genetic variation on phenolic acid and policosanol contents of Pegaso wheat lines , 2008 .

[16]  Yair Shachar-Hill,et al.  Towards the plant metabolome and beyond: Innovations , 2007 .

[17]  O. Fiehn,et al.  Metabolite profiling for plant functional genomics , 2000, Nature Biotechnology.

[18]  A. Fernie,et al.  Metabolomics-assisted breeding: a viable option for crop improvement? , 2009, Trends in genetics : TIG.

[19]  Serge Rudaz,et al.  UPLC-TOF-MS for plant metabolomics: a sequential approach for wound marker analysis in Arabidopsis thaliana. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[20]  N. Kruger,et al.  Metabolite fingerprinting and profiling in plants using NMR. , 2004, Journal of experimental botany.

[21]  G. Dinelli,et al.  Determination of phenolic compounds in modern and old varieties of durum wheat using liquid chromatography coupled with time-of-flight mass spectrometry. , 2009, Journal of chromatography. A.

[22]  Frantisek Kvasnicka,et al.  Capillary electrophoresis in food authenticity. , 2005, Journal of separation science.

[23]  E. Etxeberria,et al.  Metabolomic analysis in food science: a review , 2009 .

[24]  D. Mares,et al.  Chemical structure of flavonoid compounds in wheat (Triticum aestivum L.) flour that contribute to the yellow colour of Asian alkaline noodles , 2006 .

[25]  H. Aisa,et al.  Characterization and identification of chemical compositions in the extract of Artemisia rupestris L. by liquid chromatography coupled to quadrupole time-of-flight tandem mass spectrometry. , 2012, Rapid communications in mass spectrometry : RCM.

[26]  Ute Roessner,et al.  Metabolic Profiling Allows Comprehensive Phenotyping of Genetically or Environmentally Modified Plant Systems , 2001, Plant Cell.

[27]  David I. Ellis,et al.  Metabolomics: Current analytical platforms and methodologies , 2005 .