Objective Definition of Monofloral and Polyfloral Honeys Based on NMR Metabolomic Profiling

Journal of Agricultural and Food Chemistry

Volumn 64, Issue 18, 2016, Pages 3645-3652

  Schievano, Elisabetta ^a   Finotello, Claudia ^a   Uddin, Jalal ^a   Mammi, Stefano ^a   Piana, Lucia ^b  

^a UNIVERSITY OF PADOVA   (Italy)

^b Piana Ricerca e Consulenza   (Italy)

Author keywords

botanical origin; honey markers; metabolomics; monofloral honey; NMR; pollen analysis; polyfloral honey

Indexed keywords

NUCLEAR MAGNETIC RESONANCE; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; RELIABILITY ANALYSIS;

BOTANICAL ORIGIN; HONEY MARKERS; METABOLOMICS; MONOFLORAL HONEY; POLLEN ANALYSIS; POLYFLORAL HONEY;

FOOD PRODUCTS;

ANALYSIS; CHEMISTRY; EVALUATION STUDY; FLOWER; HONEY; METABOLOMICS; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; PROCEDURES;

FLOWERS; HONEY; MAGNETIC RESONANCE SPECTROSCOPY; METABOLOMICS;

EID: 84969793973     PISSN: 00218561     EISSN: 15205118     Source Type: Journal    
DOI: 10.1021/acs.jafc.6b00619     Document Type: Article

References (47)

1. Bogdanov, S.; Jurendic, T.; Sieber, R.; Gallmann, P. Honey for nutrition and health: a review J. Am. Coll. Nutr. 2008, 27 (6) 677-689 10.1080/07315724.2008.10719745
2. Allen, K. L.; Molan, P. C.; Reid, G. M. A survey of the antibacterial activity of some New Zealand honeys J. Pharm. Pharmacol. 1991, 43 (12) 817-822 10.1111/j.2042-7158.1991.tb03186.x
3. Robson, V.; Dodd, S.; Thomas, S. Standardized antibacterial honey (Medihoney) with standard therapy in wound care: randomized clinical trial J. Adv. Nurs. 2009, 65 (3) 565-575 10.1111/j.1365-2648.2008.04923.x
4. Viuda-Martos, M.; Ruiz-Navajas, Y.; Fernández-López, J.; Pérez-Alvarez, J. A. Functional properties of honey, propolis, and royal jelly J. Food Sci. 2008, 73 (9) R117-R124 10.1111/j.1750-3841.2008.00966.x
5. Bradbear, N. Bees and their role in forest livelihoods-a guide to the services provided by bees and the sustainable harvesting, processing and marketing of their products. In Non-wood Forest Products; FAO: Rome, Italy, 2009; pp 81-88.
6. http://ec.europa.eu/food/safety/official-controls/food-fraud/honey/index-en.htm http://ec.europa.eu/food/safety/official-controls/food-fraud/honey/index-en.htm (accessed Jan 20, 2016).
7. Persano Oddo, L.; Bogdanov, S. Determination of honey botanical origin: problems and issues Apidologie 2004, 35, S2-S3 10.1051/apido:2004044
8. Codex Stan 12-1981. Codex Standard for Honey, 2001; pp 1-8.
9. Directive 2014/63/EU. Directive 2014/63/EU of the European Parliament and of the Council of 15 May 2014 amending Council Directive 2001/110/EC relating to honey. Off. J. Eur. Union 2014, 57, 1-5.
10. Persano Oddo, L.; Piro, R. Main European unifloral honeys: descriptive sheets Apidologie 2004, 35, S38-S81 10.1051/apido:2004049
11. Corvucci, F.; Nobili, L.; Melucci, D.; Grillenzoni, F.-V. The discrimination of honey origin using melissopalynology and Raman spectroscopy techniques coupled with multivariate analysis Food Chem. 2015, 169, 297-304 10.1016/j.foodchem.2014.07.122
12. Chan, C. W.; Deadman, B. J.; Manley-Harris, M.; Wilkins, A. L.; Alber, D. G.; Harry, E. Analysis of the flavonoid component of bioactive New Zealand mānuka (Leptospermum scoparium) honey and the isolation, characterisation and synthesis of an unusual pyrrole Food Chem. 2013, 141 (3) 1772-1781 10.1016/j.foodchem.2013.04.092
13. Trautvetter, S.; Koelling-Speer, I.; Speer, K. Confirmation of phenolic acids and flavonoids in honeys by UPLC-MS Apidologie 2009, 40 (2) 140-150 10.1051/apido/2008072
14. Wang, J.; Kliks, M. M.; Qu, W.; Jun, S.; Shi, G.; Li, Q. X. Rapid determination of the geographical origin of honey based on protein fingerprinting and barcoding using MALDI TOF MS J. Agric. Food Chem. 2009, 57 (21) 10081-10088 10.1021/jf902286p
15. Cavazza, A.; Corradini, C.; Musci, M.; Salvadeo, P. High-performance liquid chromatographic phenolic compound fingerprint for authenticity assessment of honey J. Sci. Food Agric. 2013, 93 (5) 1169-1175 10.1002/jsfa.5869
16. Zhou, X.; Chen, J.; Shi, Y. Rapid and sensitive determination of polyphenols composition of unifloral honey samples with their antioxidant capacities Cogent Chem. 2015, 1, 1100527 10.1080/23312009.2015.1100527
17. Senyuva, H. Z.; Gilbert, J.; Silici, S.; Charlton, A.; Dal, C.; Gürel, N.; Cimen, D. Profiling Turkish honeys to determine authenticity using physical and chemical characteristics J. Agric. Food Chem. 2009, 57 (9) 3911-3919 10.1021/jf900039s
18. Stanimirova, I.; Üstün, B.; Cajka, T.; Riddelova, K.; Hajslova, J.; Buydens, L. M. C.; Walczak, B. Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques Food Chem. 2010, 118 (1) 171-176 10.1016/j.foodchem.2009.04.079
19. Kečkeš, J.; Trifković, J.; Andrić, F.; Jovetić, M.; Tešić, Z.; Milojković-Opsenica, D. Amino acids profile of Serbian unifloral honeys J. Sci. Food Agric. 2013, 93 (13) 3368-3376 10.1002/jsfa.6187
20. Marghitas, L. A.; Dezmirean, D. S.; Pocol, C. B.; Ilea, M.; Bobis, O.; Gergen, I. The development of a biochemical profile of acacia honey by identifying biochemical determinants of its quality Not. Bot. Hortic. Agrobot. Cluj-Napoca 2010, 38 (2) 84-90
21. Kaškoniene, V.; Venskutonis, P. R. Floral markers in honey of various botanical and geographic origins: a review Compr. Rev. Food Sci. Food Saf. 2010, 9 (6) 620-634 10.1111/j.1541-4337.2010.00130.x
22. Anjos, O.; Iglesias, C.; Peres, F.; Martínez, J.; García, á.; Taboada, J. Neural networks applied to discriminate botanical origin of honeys Food Chem. 2015, 175, 128-136 10.1016/j.foodchem.2014.11.121
23. Consonni, R.; Cagliani, L. R. Recent developments in honey characterization RSC Adv. 2015, 5 (73) 59696-59714 10.1039/C5RA05828G
24. Etzold, E.; Lichtenberg-Kraag, B. Determination of the botanical origin of honey by Fourier-transformed infrared spectroscopy: an approach for routine analysis Eur. Food Res. Technol. 2008, 227 (2) 579-586 10.1007/s00217-007-0759-9
25. Liang, X. Y.; Li, X. Y.; Wu, W. J. Classification of floral origins of honey by NIR and chemometrics Adv. Mater. Res. 2012, 605-607, 905-909 10.4028/www.scientific.net/AMR.605-607.905
26. Schievano, E.; Stocchero, M.; Morelato, E.; Facchin, C.; Mammi, S. An NMR-based metabolomic approach to identify the botanical origin of honey Metabolomics 2012, 8 (4) 679-690 10.1007/s11306-011-0362-8
27. Svečnjak, L.; Bubalo, D.; Baranović, G.; Novosel, H. Optimization of FTIR-ATR spectroscopy for botanical authentication of unifloral honey types and melissopalynological data prediction Eur. Food Res. Technol. 2015, 240 (6) 1101-1115 10.1007/s00217-015-2414-1
28. Bruker Corp.: Honey Profiling-Analytical Services for Honey Screening; https://www.bruker.com/products/mr/nmr/food-screener/honey-profiling/overview.html (accessed Sept 15, 2015).
29. Consonni, R.; Cagliani, L. R. Geographical characterization of polyfloral and acacia honeys by nuclear magnetic resonance and chemometrics J. Agric. Food Chem. 2008, 56, 6873-6880 10.1021/jf801332r
30. 1H nuclear magnetic resonance spectroscopy and multivariate analysis for the verification of corsican honey J. Agric. Food Chem. 2008, 56 (14) 5451-5456 10.1021/jf072402x
31. 1H-NMR profiling Food Chem. 2014, 189, 60-66 10.1016/j.foodchem.2014.11.099
32. Stephens, J. M.; Schlothauer, R. C.; Morris, B. D.; Yang, D.; Fearnley, L.; Greenwood, D. R.; Loomes, K. M. Phenolic compounds and methylglyoxal in some New Zealand manuka and kanuka honeys Food Chem. 2010, 120 (1) 78-86 10.1016/j.foodchem.2009.09.074
33. Zielinski, L.; Deja, S.; Jasicka-Misiak, I.; Kafarski, P. Chemometrics as a tool of origin determination of Polish monofloral and multifloral honeys J. Agric. Food Chem. 2014, 62 (13) 2973-2981 10.1021/jf4056715
34. 1H nuclear magnetic resonance spectra of chloroform extracts of honey for chemometric determination of its botanical origin J. Agric. Food Chem. 2010, 58 (1) 57-65 10.1021/jf9022977
35. Von der Ohe, W.; Persano Oddo, L.; Piana, M. L.; Morlot, M.; Martin, P. Harmonized methods of melissopalynology Apidologie 2004, 35, S18-S25 10.1051/apido:2004050
36. Stockmarr, J. Tablets with spores used in absolute pollen analysis Pollen Spores 1971, 13, 615-621
37. UNI, Ente Italiano Normazione; http://www.uni.com/.
38. Piana, M. L.; Persano Oddo, L.; Bentabol, A.; Bruneau, E.; Bogdanov, S.; Guyot Declerck, C. Sensory analysis applied to honey: state of the art Apidologie 2004, 35, S26-S37 10.1051/apido:2004048
39. Beckh, G.; Camps, G. Neue Spezifikationen fur Trachhonige Dtsch. Lebensm.-Rundsch. 2009, 105 (2) 105-110
40. Persano Oddo, L.; Sabatini, A. G.; Accorti, M.; Colombo, R.; Marcazzan, G. L.; Piana, M. L.; Piazza, M. G.; Pulcini, P. I mieli Uniflorali Italiani. Nuove Schede di Caratterizzazione; MIPAAF, Ministero delle Politiche Agricole Alimentari e Forestali: Rome, Italy, 2000.
41. Rastrelli, F.; Schievano, E.; Bagno, A.; Mammi, S. NMR quantification of trace components in complex matrices by band-selective excitation with adiabatic pulses Magn. Reson. Chem. 2009, 47 (10) 868-872 10.1002/mrc.2474
42. Eriksson, L.; Johansson, E.; Kettaneh-Wold, N.; Trygg, J.; Vikström, C.; Wold, S. Multi- and Megavariate Data Analysis. Basic Principles and Applications. Appendix II; Umetrics AB: Umea, Sweden, 2006.
43. Olsson, I.-M.; Gottfries, J.; Wold, S. D-optimal onion designs in statistical molecular design Chemom. Intell. Lab. Syst. 2004, 73 (1) 37-46 10.1016/j.chemolab.2004.04.001
44. Wiklund, S.; Johansson, E.; Sjöström, L.; Mellerowicz, E. J.; Edlund, U.; Shockcor, J. P.; Gottfries, J.; Moritz, T.; Trygg, J. Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models Anal. Chem. 2008, 80 (1) 115-122 10.1021/ac0713510
45. Schievano, E.; Morelato, E.; Facchin, C.; Mammi, S. Characterization of markers of botanical origin and other compounds extracted from unifloral honeys J. Agric. Food Chem. 2013, 61 (8) 1747-1755 10.1021/jf302798d
46. Tuberoso, C. I. G.; Bifulco, E.; Caboni, P.; Sarais, G.; Cottiglia, F.; Floris, I. Lumichrome and phenyllactic acid as chemical markers of thistle (Galactites tomentosa Moench) honey J. Agric. Food Chem. 2011, 59 (1) 364-369 10.1021/jf1039074
47. Tuberoso, C. I. G.; Bifulco, E.; Jerković, I.; Caboni, P.; Cabras, P.; Floris, I. Methyl syringate: a chemical marker of asphodel (Asphodelus microcarpus Salzm. et Viv.) monofloral honey J. Agric. Food Chem. 2009, 57 (9) 3895-3900 10.1021/jf803991j