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Research article2014Peer reviewedOpen access

Discrimination of conventional and organic white cabbage from a long-term field trial study using untargeted LC-MS-based metabolomics

Mie, Axel; Laursen, Kristian Holst; Aberg, K. Magnus; Forshed, Jenny; Lindahl, Anna; Thorup-Kristensen, Kristian; Olsson, Marie; Knuthsen, Pia; Larsen, Erik Huusfeldt; Husted, Soren

Abstract

The influence of organic and conventional farming practices on the content of single nutrients in plants is disputed in the scientific literature. Here, large-scale untargeted LC-MS-based metabolomics was used to compare the composition of white cabbage from organic and conventional agriculture, measuring 1,600 compounds. Cabbage was sampled in 2 years from one conventional and two organic farming systems in a rigidly controlled long-term field trial in Denmark. Using Orthogonal Projection to Latent Structures-Discriminant Analysis (OPLS-DA), we found that the production system leaves a significant (p = 0.013) imprint in the white cabbage metabolome that is retained between production years. We externally validated this finding by predicting the production system of samples from one year using a classification model built on samples from the other year, with a correct classification in 83 % of cases. Thus, it was concluded that the investigated conventional and organic management practices have a systematic impact on the metabolome of white cabbage. This emphasizes the potential of untargeted metabolomics for authenticity testing of organic plant products.

Keywords

Conventional agriculture; Long-termfield trial; Metabolomics; Organic agriculture; White cabbage

Published in

Analytical and Bioanalytical Chemistry
2014, Volume: 406, number: 12, pages: 2885-2897
Publisher: SPRINGER HEIDELBERG

      SLU Authors

    • Olsson, Marie

      • Horticulture, Swedish University of Agricultural Sciences

    UKÄ Subject classification

    Biochemistry and Molecular Biology

    Publication identifier

    DOI: https://doi.org/10.1007/s00216-014-7704-0

    Permanent link to this page (URI)

    https://res.slu.se/id/publ/117931