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Analysis of Hazelnuts ( Corylus avellana L.) Stored for Extended Periods by 1 H NMR Spectroscopy Monitoring Storage-Induced Changes in the Polar and Nonpolar Metabolome.

Navid ShakibaHenri LöselSoeren WenckLeif KumpmannRené BachmannMarina CreydtStephan SeifertMarkus FischerThomas Hackl
Published in: Journal of agricultural and food chemistry (2023)
Storage is a critical step in the post-harvest processing of hazelnuts, as it can lead to mold, rancidity, and off-flavor. However, there is a lack of analytical methods to detect improper or extended storage. To comprehensively investigate the effects of hazelnut storage, samples were stored under five different conditions for up to 18 months. Subsequently, the polar and nonpolar metabolome were analyzed by 1 H NMR spectroscopy and chemometric approaches for classification as well as variable selection. Increases in hexanoic, octanoic, and nonanoic acid, all products of lipid oxidation and responsible for quality defects, were found across all conditions. Furthermore, the concentration of free long-chain fatty acids increased in samples stored at high temperatures. Harsh short-term storage resulted in an increase in fumaric and lactic acid, glucose, fructose, and choline and a decrease in acetic acid.
Keyphrases
  • fatty acid
  • lactic acid
  • room temperature
  • machine learning
  • type diabetes
  • deep learning
  • ionic liquid
  • hydrogen peroxide
  • mass spectrometry
  • weight loss
  • adipose tissue
  • insulin resistance
  • liquid chromatography