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NMR-based metabonomic study of transgenic maize
- Source :
- Phytochemistry. 65:3187-3198
- Publication Year :
- 2004
- Publisher :
- Elsevier BV, 2004.
-
Abstract
- The aim of this research was to verify the possibility of identifying and classifying maize seeds obtained from transgenic plants, in different classes according to the modification, on the basis of the concerted variation in metabolite levels detected by NMR spectra. It was possible to recognise the discriminant metabolites of transgenic samples as well as to classify non-a priori defined samples of maize. It is important to underline that the obtained results are useful to point out the metabolic consequences of a specific genic modification on a plant, without using a targeted analysis of the different metabolites, in fact it was possible to classify the seeds also without the complete assignment of the spectra. The analysis was performed by applying multivariate techniques (principal component analysis and partial least squares-discriminant analysis) to NMR data.
- Subjects :
- Multivariate statistics
Magnetic Resonance Spectroscopy
Metabolite
Gene Expression
Plant Science
Computational biology
partial least squares-discriminant analysis
Horticulture
Biology
maize
Zea mays
Biochemistry
chemistry.chemical_compound
metabonomics
Least-Squares Analysis
assay for genetic modification
Molecular Biology
Plant Proteins
Principal Component Analysis
Genetically modified maize
business.industry
Genetic Variation
food and beverages
General Medicine
Plants, Genetically Modified
Nmr data
Biotechnology
nuclear magnetic resonance
chemistry
principal component analysis
Seeds
Principal component analysis
business
Subjects
Details
- ISSN :
- 00319422
- Volume :
- 65
- Database :
- OpenAIRE
- Journal :
- Phytochemistry
- Accession number :
- edsair.doi.dedup.....a74dd0edcec0f0ac48e28b04b2d48d88
- Full Text :
- https://doi.org/10.1016/j.phytochem.2004.10.015