¹H-NMR Profiling and Chemometric Analysis of Selected Honeys from South Africa, Zambia, and Slovakia

Molecules. 2018 Mar 5;23(3):578. doi: 10.3390/molecules23030578.

Abstract

Honey is the natural sweet substance produced by honeybee from nectar or honeydew, exhibiting several nutritional and health benefits. It contains a complex mixture of compounds in different proportions, with sugars being the main component. The physicochemical characteristics of ten honeys were evaluated; represented by five, three, and two from South Africa, Slovakia, and Zambia, respectively. The range of values for the pH (3.75-4.38), electrical conductivity (99-659 µS/cm), and moisture content (14.2-17.7%) are within the recommended limits for quality honeys. ¹H-NMR (Nuclear Magnetic Resonance) profiling of the honeys in D₂O was determined, and the data were analysed by chemometrics. This method is fast, reproducible, and sample pre-treatment is not necessary. The ¹H-NMR fingerprints of various chemical shift regions showed similarity or dissimilarity across geographical origins that are useful for identification, detection of adulteration, and quality control. The principal component analysis PCA and partial linear square discriminant analysis PLS-DA of the ¹H-NMR profiles successively categorises the honeys into two chemically related groups. The R² values are higher than the corresponding Q² values for all samples, confirming the reliability of the model. Honeys in the same cluster contain similar metabolites and belong to the same botanic or floral origin.

Keywords: 1H-NMR fingerprint; chemometrics; grouping; honey; partial least squares-discriminant analysis (PLS-DA); principal component analysis (PCA); profiling.

MeSH terms

  • Animals
  • Bees / physiology
  • Discriminant Analysis
  • Electric Conductivity
  • Honey / analysis*
  • Honey / classification
  • Humans
  • Hydrogen-Ion Concentration
  • Principal Component Analysis
  • Reproducibility of Results
  • Slovakia
  • South Africa
  • Sugars / classification
  • Sugars / isolation & purification*
  • Water / analysis*
  • Zambia

Substances

  • Sugars
  • Water