1
|
Kostić AŽ, Dramićanin AM, Milinčić DD, Pešić MB. Exploring the Botanical Origins of Bee-Collected Pollen: A Comprehensive Historical and Contemporary Analysis. Chem Biodivers 2024; 21:e202400194. [PMID: 38717321 DOI: 10.1002/cbdv.202400194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 05/08/2024] [Indexed: 06/12/2024]
Abstract
Bee-collected pollen is one of the most important bee products. In order to predict its chemical composition and nutritional value botanical origin of pollen plays a crucial role. This review intended to collect all available data published about botanical origin of pollen collected all around the world. Due to enourmous amount of data and variables nonlinear principal component analysis (NLPCA), by applying Categorical Principal Component Analysis (CATPCA), was conducted in order to try to determine any specifity and/or differences among samples. Also, importance of some plant families/genera/species for bees was monitored. Based on CATPCA results families can serve in order to distinct samples from North/South America. Also, some samples from Europe (Turkey and Serbia) were characterized with presence of some specific families. Genera were excellent tool to distinguish samples from different parts of Brazil as well as Australia, Asia and Africa. Due to high and specific biodiversity pollen samples obtained from Sonoran desert (USA) completely were separated during analysis. This review presents the first attempt to summarize and classify a large number of data about botanical sources of bee-collected pollen.
Collapse
Affiliation(s)
- Aleksandar Ž Kostić
- Chair of Chemistry and Biochemistry, Faculty of Agriculture, University of Belgrade, Nemanjina 6, 11080, Belgrade, Serbia
| | - Aleksandra M Dramićanin
- Chair of Analytical Chemistry, Faculty of Chemistry, University of Belgrade, Studentski Trg 12-16, 11000, Belgrade, Serbia
| | - Danijel D Milinčić
- Chair of Chemistry and Biochemistry, Faculty of Agriculture, University of Belgrade, Nemanjina 6, 11080, Belgrade, Serbia
| | - Mirjana B Pešić
- Chair of Chemistry and Biochemistry, Faculty of Agriculture, University of Belgrade, Nemanjina 6, 11080, Belgrade, Serbia
| |
Collapse
|
2
|
Grainger MNC, Klaus H, Hewitt N, Gan H, French AD. Graphical Discrimination of New Zealand Honey from International Honey Using Elemental Analysis. Biol Trace Elem Res 2024; 202:754-764. [PMID: 37119341 PMCID: PMC10764415 DOI: 10.1007/s12011-023-03680-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 04/21/2023] [Indexed: 05/01/2023]
Abstract
This study investigated the potential of utilising the elemental fingerprinting of honey to differentiate New Zealand (NZ) honey from that of international origin. Twenty elements were analysed by ICP-MS in 352 honeys from 34 various countries. Of these, 323 honeys (245 New Zealand honeys, 78 international) and two subsets of data (NZ and European origin, n = 306, and, NZ and Denmark/Germany, n = 280) were visualised using principal component analysis (PCA). For the NZ/Europe subset, 42.2% of data was explained in the first two principal components. Statistical classification rules were also derived using linear discriminant analysis (LDA) and decision tree analysis. Various combinations of elements were explored for classification, considering the effect of soil-derived elements and those from anthropogenic sources. A high degree of accuracy (at least 90%) for the characterisation of New Zealand honey was observed for all statistical models, showing the robustness of these analyses. When using decision tree analysis to distinguish New Zealand samples from international samples, a tree with five terminal nodes (using Cs, Ba and Rb) was created with 92.4% accuracy. This work has demonstrated that elemental fingerprints of honey are a promising tool for categorising New Zealand honey from other geographical locations.
Collapse
Affiliation(s)
- Megan N C Grainger
- School of Science, University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand.
| | - Hannah Klaus
- School of Science, University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand
| | - Nyssa Hewitt
- School of Science, University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand
| | - Han Gan
- Department of Mathematics, University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand
| | - Amanda D French
- School of Science, University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand
| |
Collapse
|
3
|
Bee Pollen and Bread as a Super-Food: A Comparative Review of Their Metabolome Composition and Quality Assessment in the Context of Best Recovery Conditions. Molecules 2023; 28:molecules28020715. [PMID: 36677772 PMCID: PMC9862147 DOI: 10.3390/molecules28020715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/06/2023] [Accepted: 01/07/2023] [Indexed: 01/12/2023] Open
Abstract
Recently, functional foods have been a subject of great interest in dietetics owing not only to their nutritional value but rather their myriad of health benefits. Moreover, an increase in consumers' demands for such valuable foods warrants the development in not only production but rather tools of quality and nutrient assessment. Bee products, viz., pollen (BP) and bread, are normally harvested from the flowering plants with the aid of bees. BP is further subjected to a fermentation process in bee hives to produce the more valuable and bioavailable BB. Owing to their nutritional and medicinal properties, bee products are considered as an important food supplements rich in macro-, micro-, and phytonutrients. Bee products are rich in carbohydrates, amino acids, vitamins, fatty acids, and minerals in addition to a myriad of phytonutrients such as phenolic compounds, anthocyanins, volatiles, and carotenoids. Moreover, unsaturated fatty acids (USFAs) of improved lipid profile such as linoleic, linolenic, and oleic were identified in BP and BB. This work aims to present a holistic overview of BP and BB in the context of their composition and analysis, and to highlight optimized extraction techniques to maximize their value and future applications in nutraceuticals.
Collapse
|
4
|
Filipiak M, Shields MW, Cairns SM, Grainger MNC, Wratten SD. The conserved and high K-to-Na ratio in sunflower pollen: Possible implications for bee health and plant-bee interactions. FRONTIERS IN PLANT SCIENCE 2022; 13:1042348. [PMID: 36388528 PMCID: PMC9664163 DOI: 10.3389/fpls.2022.1042348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 10/13/2022] [Indexed: 06/16/2023]
Abstract
Sodium (Na) concentrations are low in plant tissues, and its metabolic function in plants is minor; however, Na is a key nutrient for plant consumers. Previous studies have thus far focused on Na concentration. Nevertheless, a balanced potassium (K) to Na ratio (K:Na) is more important than Na concentration alone since food with high K:Na has detrimental effects on consumers irrespective of Na concentration. Therefore, plants may actively regulate K:Na in their tissues and products, shaping plant-insect interactions. Studies considering nutritional aspects of plant-insect interactions have focused on nonreproductive tissues and nectar. In this study, we consider pollen as serving a primary reproductive function for plants as well as a food of pollinivores. Plants might regulate K:Na in pollen to affect their interactions with pollinivorous pollinators. To investigate whether such a mechanism exists, we manipulated Na concentrations in soil and measured the proportion of K, Na, and 13 other nutrient elements in the pollen of two sunflower (Helianthus annuus) cultivars. This approach allowed us to account for the overall nutritional quality of pollen by investigating the proportions of many elements that could correlate with the concentrations of K and Na. Of the elements studied, only the concentrations of Na and K were highly correlated. Pollen K:Na was high in both cultivars irrespective of Na fertilization, and it remained high regardless of pollen Na concentration. Interestingly, pollen K:Na did not decrease as pollen increased the Na concentration. We hypothesize that high K:Na in pollen might benefit plant fertilization and embryonic development; therefore, a tradeoff might occur between producing low K:Na pollen as a reward for pollinators and high K:Na pollen to optimize the plant fertilization process. This is the first study to provide data on pollen K:Na regulation by plants. Our findings broaden the understanding of plant-bee interactions and provide a foundation for a better understanding of the role of the soil-plant-pollen-pollinator pathway in nutrient cycling in ecosystems. Specifically, unexplored costs and tradeoffs related to balancing the K:Na by plants and pollinivores might play a role in past and current shaping of pollination ecology.
Collapse
Affiliation(s)
- Michał Filipiak
- Institute of Environmental Sciences, Faculty of Biology, Jagiellonian University, Kraków, Poland
| | - Morgan W. Shields
- Bio-Protection Research Centre, Lincoln University, Lincoln, New Zealand
| | - Sarah M. Cairns
- Bio-Protection Research Centre, Lincoln University, Lincoln, New Zealand
| | | | - Stephen D. Wratten
- Bio-Protection Research Centre, Lincoln University, Lincoln, New Zealand
| |
Collapse
|
5
|
McDevitt JC, Gupta RA, Dickinson SG, Martin PL, Rieuthavorn J, Freund A, Pizzorno MC, Capaldi EA, Rovnyak D. Methodology for Single Bee and Bee Brain 1H-NMR Metabolomics. Metabolites 2021; 11:metabo11120864. [PMID: 34940622 PMCID: PMC8704342 DOI: 10.3390/metabo11120864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 12/07/2021] [Accepted: 12/07/2021] [Indexed: 11/16/2022] Open
Abstract
The feasibility of metabolomic 1H NMR spectroscopy is demonstrated for its potential to help unravel the complex factors that are impacting honeybee health and behavior. Targeted and non-targeted 1H NMR metabolic profiles of liquid and tissue samples of organisms could provide information on the pathology of infections and on environmentally induced stresses. This work reports on establishing extraction methods for NMR metabolic characterization of Apis mellifera, the European honeybee, describes the currently assignable aqueous metabolome, and gives examples of diverse samples (brain, head, body, whole bee) and biologically meaningful metabolic variation (drone, forager, day old, deformed wing virus). Both high-field (600 MHz) and low-field (80 MHz) methods are applicable, and 1H NMR can observe a useful subset of the metabolome of single bees using accessible NMR instrumentation (600 MHz, inverse room temperature probe) in order to avoid pooling several bees. Metabolite levels and changes can be measured by NMR in the bee brain, where dysregulation of metabolic processes has been implicated in colony collapse. For a targeted study, the ability to recover 10-hydroxy-2-decenoic acid in mandibular glands is shown, as well as markers of interest in the bee brain such as GABA (4-aminobutyrate), proline, and arginine. The findings here support the growing use of 1H NMR more broadly in bees, native pollinators, and insects.
Collapse
Affiliation(s)
- Jayne C. McDevitt
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
| | - Riju A. Gupta
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
| | - Sydney G. Dickinson
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
| | - Phillip L. Martin
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
| | - Jean Rieuthavorn
- Department of Biology, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.R.); (M.C.P.); (E.A.C.)
| | - Amy Freund
- Bruker Biospin, 15 Fortune Drive, Billerica, MA 01821, USA;
| | - Marie C. Pizzorno
- Department of Biology, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.R.); (M.C.P.); (E.A.C.)
| | - Elizabeth A. Capaldi
- Department of Biology, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.R.); (M.C.P.); (E.A.C.)
- Program in Animal Behavior, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA
| | - David Rovnyak
- Department of Chemistry, Bucknell University, 1 Dent Drive, Lewisburg, PA 17837, USA; (J.C.M.); (R.A.G.); (S.G.D.); (P.L.M.)
- Correspondence:
| |
Collapse
|
6
|
Astolfi ML, Conti ME, Ristorini M, Frezzini MA, Papi M, Massimi L, Canepari S. An Analytical Method for the Biomonitoring of Mercury in Bees and Beehive Products by Cold Vapor Atomic Fluorescence Spectrometry. Molecules 2021; 26:molecules26164878. [PMID: 34443466 PMCID: PMC8399589 DOI: 10.3390/molecules26164878] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 08/06/2021] [Accepted: 08/10/2021] [Indexed: 11/16/2022] Open
Abstract
Bees and their products are useful bioindicators of anthropogenic activities and could overcome the deficiencies of air quality networks. Among the environmental contaminants, mercury (Hg) is a toxic metal that can accumulate in living organisms. The first aim of this study was to develop a simple analytical method to determine Hg in small mass samples of bees and beehive products by cold vapor atomic fluorescence spectrometry. The proposed method was optimized for about 0.02 g bee, pollen, propolis, and royal jelly, 0.05 g beeswax and honey, or 0.1 g honeydew with 0.5 mL HCl, 0.2 mL HNO3, and 0.1 mL H2O2 in a water bath (95 °C, 30 min); samples were made up to a final volume of 5 mL deionized water. The method limits sample manipulation and the reagent mixture volume used. Detection limits were lower than 3 µg kg−1 for a sample mass of 0.02 g, and recoveries and precision were within 20% of the expected value and less than 10%, respectively, for many matrices. The second aim of the present study was to evaluate the proposed method’s performances on real samples collected in six areas of the Lazio region in Italy.
Collapse
Affiliation(s)
- Maria Luisa Astolfi
- Department of Chemistry, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy
- Correspondence: ; Tel./Fax: +39-06-4991-3384
| | - Marcelo Enrique Conti
- Department of Management, Sapienza University of Rome, via del Castro Laurenziano 9, 00161 Rome, Italy;
| | - Martina Ristorini
- Department of Bioscience and Territory, University of Molise, 86090 Pesche, Italy;
| | - Maria Agostina Frezzini
- Department of Environmental Biology, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (M.A.F.); (L.M.); (S.C.)
| | - Marco Papi
- Association of Beekeepers of Rome and Province, via Albidona 20, 00118 Rome, Italy;
| | - Lorenzo Massimi
- Department of Environmental Biology, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (M.A.F.); (L.M.); (S.C.)
| | - Silvia Canepari
- Department of Environmental Biology, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (M.A.F.); (L.M.); (S.C.)
| |
Collapse
|
7
|
Jia W, Zhang R, Zhu Z, Shi L. LC-Q-Orbitrap HRMS-based proteomics reveals potential nutritional function of goat whey fraction. J Funct Foods 2021. [DOI: 10.1016/j.jff.2021.104502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
|
8
|
Grainger MNC, Klaus H, Hewitt N, French AD. Investigation of inorganic elemental content of honey from regions of North Island, New Zealand. Food Chem 2021; 361:130110. [PMID: 34033993 DOI: 10.1016/j.foodchem.2021.130110] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 05/02/2021] [Accepted: 05/12/2021] [Indexed: 01/28/2023]
Abstract
Determination of geographical origin of honey is important to consumers to confirm authenticity. This study investigated the elemental fingerprint of 181 honey samples collected from apiary sites in six regions of North Island, New Zealand to determine if differences were observed due to region of collection or land use surrounding the hive (e.g. agricultural, rural, urban). Using principal component analysis, soil related elements (Ca, K, Mg, Mn, Na) provided 75.2% discrimination of samples in the first two principal components. Overall, low concentrations of heavy metals were observed; lead was present in close proximity to highly trafficked roads (28.1% of samples; 9.50-76.5 µg kg-1) and cadmium was primarily present in honey collected from agricultural land in the Waikato (<51.6 µg kg-1). The use of an elemental fingerprint of New Zealand honey may be advantageous to determine the geographical origin compared to honey produced from other countries.
Collapse
Affiliation(s)
- Megan N C Grainger
- School of Science, University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand.
| | - Hannah Klaus
- School of Science, University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
| | - Nyssa Hewitt
- School of Science, University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
| | - Amanda D French
- School of Science, University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
| |
Collapse
|
9
|
Effectiveness of Different Sample Treatments for the Elemental Characterization of Bees and Beehive Products. Molecules 2020; 25:molecules25184263. [PMID: 32957599 PMCID: PMC7570605 DOI: 10.3390/molecules25184263] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 09/12/2020] [Accepted: 09/15/2020] [Indexed: 12/24/2022] Open
Abstract
Bee health and beehive products’ quality are compromised by complex interactions between multiple stressors, among which toxic elements play an important role. The aim of this study is to optimize and validate sensible and reliable analytical methods for biomonitoring studies and the quality control of beehive products. Four digestion procedures, including two systems (microwave oven and water bath) and different mixture reagents, were evaluated for the determination of the total content of 40 elements in bees and five beehive products (beeswax, honey, pollen, propolis and royal jelly) by using inductively coupled plasma mass and optical emission spectrometry. Method validation was performed by measuring a standard reference material and the recoveries for each selected matrix. The water bath-assisted digestion of bees and beehive products is proposed as a fast alternative to microwave-assisted digestion for all elements in biomonitoring studies. The present study highlights the possible drawbacks that may be encountered during the elemental analysis of these biological matrices and aims to be a valuable aid for the analytical chemist. Total elemental concentrations, determined in commercially available beehive products, are presented.
Collapse
|