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Identification of biomarkers in hydrosoluble extracts from spelt and wheat cultivated in different production systems.

Marija Bodroža-SolarovSilva Grobelnik-MlakarLato L PezoSvetlana KelemanSonja IlinBoško MarićBojana Filipčev
Published in: Journal of the science of food and agriculture (2020)
This differentiation was particularly well visualized after subjecting the data set to principal component analysis (PCA) and cluster analysis (CA). In the PCA graph, all spelt samples were positioned closer to the corresponding control sample, in contrast to the wheat samples, which were distributed over a huge area in the factor space. CA showed that the spelt samples grown under different farming systems were highly similar and grouped into one cluster. Common wheat samples cultivated under organic, biodynamic and integrated system were similar and represented the second cluster, whereas that cultivated under the conventional system was clearly separated from other samples. © 2020 Society of Chemical Industry.
Keyphrases
  • magnetic resonance imaging
  • computed tomography
  • protein kinase
  • convolutional neural network
  • data analysis