Literature DB >> 22813205

Metabolomic fingerprinting employing DART-TOFMS for authentication of tomatoes and peppers from organic and conventional farming.

H Novotná1, O Kmiecik, M Gałązka, V Krtková, A Hurajová, V Schulzová, E Hallmann, E Rembiałkowska, J Hajšlová.   

Abstract

The rapidly growing demand for organic food requires the availability of analytical tools enabling their authentication. Recently, metabolomic fingerprinting/profiling has been demonstrated as a challenging option for a comprehensive characterisation of small molecules occurring in plants, since their pattern may reflect the impact of various external factors. In a two-year pilot study, concerned with the classification of organic versus conventional crops, ambient mass spectrometry consisting of a direct analysis in real time (DART) ion source and a time-of-flight mass spectrometer (TOFMS) was employed. This novel methodology was tested on 40 tomato and 24 pepper samples grown under specified conditions. To calculate statistical models, the obtained data (mass spectra) were processed by the principal component analysis (PCA) followed by linear discriminant analysis (LDA). The results from the positive ionisation mode enabled better differentiation between organic and conventional samples than the results from the negative mode. In this case, the recognition ability obtained by LDA was 97.5% for tomato and 100% for pepper samples and the prediction abilities were above 80% for both sample sets. The results suggest that the year of production had stronger influence on the metabolomic fingerprints compared with the type of farming (organic versus conventional). In any case, DART-TOFMS is a promising tool for rapid screening of samples. Establishing comprehensive (multi-sample) long-term databases may further help to improve the quality of statistical classification models.

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Year:  2012        PMID: 22813205     DOI: 10.1080/19440049.2012.690348

Source DB:  PubMed          Journal:  Food Addit Contam Part A Chem Anal Control Expo Risk Assess        ISSN: 1944-0057


  8 in total

Review 1.  Ambient mass spectrometry in metabolomics.

Authors:  Chaevien S Clendinen; María Eugenia Monge; Facundo M Fernández
Journal:  Analyst       Date:  2017-08-21       Impact factor: 4.616

2.  Simultaneous Quantification of Organic Acids in Tamarillo (Solanum betaceum) and Untargeted Chemotyping Using Methyl Chloroformate Derivatisation and GC-MS.

Authors:  Chris Pook; Tung Thanh Diep; Michelle Ji Yeon Yoo
Journal:  Molecules       Date:  2022-02-15       Impact factor: 4.411

Review 3.  Advances in Plant Metabolomics and Its Applications in Stress and Single-Cell Biology.

Authors:  Ramesh Katam; Chuwei Lin; Kirstie Grant; Chaquayla S Katam; Sixue Chen
Journal:  Int J Mol Sci       Date:  2022-06-23       Impact factor: 6.208

4.  Mass Fingerprints of Tomatoes Fertilized with Different Nitrogen Sources Reveal Potential Biomarkers of Organic Farming.

Authors:  Adrián García-Casarrubias; Robert Winkler; Axel Tiessen
Journal:  Plant Foods Hum Nutr       Date:  2019-06       Impact factor: 3.921

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

Authors:  Axel Mie; Kristian Holst Laursen; K Magnus Åberg; Jenny Forshed; Anna Lindahl; Kristian Thorup-Kristensen; Marie Olsson; Pia Knuthsen; Erik Huusfeldt Larsen; Søren Husted
Journal:  Anal Bioanal Chem       Date:  2014-03-12       Impact factor: 4.142

6.  Metabolomics for organic food authentication: Results from a long-term field study in carrots.

Authors:  Elena Cubero-Leon; Olivier De Rudder; Alain Maquet
Journal:  Food Chem       Date:  2017-07-01       Impact factor: 7.514

7.  The Hierarchical Contribution of Organic vs. Conventional Farming, Cultivar, and Terroir on Untargeted Metabolomics Phytochemical Profile and Functional Traits of Tomato Fruits.

Authors:  Gabriele Rocchetti; Biancamaria Senizza; Gokhan Zengin; Paolo Bonini; Luana Bontempo; Federica Camin; Marco Trevisan; Luigi Lucini
Journal:  Front Plant Sci       Date:  2022-03-25       Impact factor: 5.753

Review 8.  Human health implications of organic food and organic agriculture: a comprehensive review.

Authors:  Axel Mie; Helle Raun Andersen; Stefan Gunnarsson; Johannes Kahl; Emmanuelle Kesse-Guyot; Ewa Rembiałkowska; Gianluca Quaglio; Philippe Grandjean
Journal:  Environ Health       Date:  2017-10-27       Impact factor: 5.984

  8 in total

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