The results were published in the Springer journal Monatshefte für Chemie (Chemical Monthly) in a paper entitled “Biomonitoring with bees and bee products: multielement profiles including technology‑critical elements” by Simone Trimmel, Michael Schober, Johanna A. Lube, Thomas C. Meisel, Thomas Prohaska and Johanna Irrgeher (all Montanuniversität Leoben): ttps://link.springer.com/article/
The multielement data was evaluated using univariate and multivariate statistical approaches to investigate differences between matrices and the behaviour of individual elements. Element mass fractions generally decreased in the order propolis > bee > pollen > wax ≈ honeycomb ≈ honey. Hierarchical cluster analysis separated the samples into four groups: propolis, bees, pollen, and a joint cluster comprising honey, honeycomb and wax. Based on principal component analysis, two analyte groups were be separated by their loadings, whereby one was interpreted as predominantly particle-associated and the other as more soluble/bioavailable.