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A chemometric study on phenolic profiles and biological properties of cotton honeys from Turkey

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Abstract

Honey, a nutritious and healthy product, has recently been the focus of research due to its characteristic chemical composition and a wide variety of biological properties. The current study aims to investigate the phenolic profiles and tyrosinase, acetylcholinesterase (AChE), urease and butyrylcholinesterase (BChE) enzymes inhibitory, anti-inflammatory, antioxidant, antimicrobial and quorum sensing inhibition activities of twelve cotton honeys in 2 different regions from Turkey with the chemometric approach. The phenolic profile was determined by HPLC–DAD and gallic acid (8.95–84.47 μg/g) and p-hydroxybenzoic acid (0.21–1.45 μg/g) were detected in all cotton honeys studied. The SB-coded cotton honey from Şanlıurfa showed the highest activity in β-carotene linoleic acid (IC50: 5.94 ± 0.25 mg/mL), ABTS (IC50: 12.95 ± 0.49 mg/mL), CUPRAC (A0.50: 8.65 ± 0.41 mg/mL), metal chelating (IC50: 5.46 ± 0.28 mg/mL), AChE (13.65 ± 0.21%) and BChE (9.78 ± 0.11%) assays. The SE-coded cotton honey from Şanlıurfa was found to be the strongest in DPPH (IC50: 37.62 ± 1.40 mg/mL), anti-QS (44 mm zone) and swarming motility inhibition (30.47%) activities. Among all the other cotton honeys studied, AK1-coded cotton honey from Adana showed the highest antimicrobial activity against S. aureus (22 mm zone), L. monocytogenes (13 mm zone) bacteria and C. albicans (13 mm zone), C. tropicalis (15 mm zone) strains, and anti-inflammatory activity against COX-2 (16.59 ± 0.24%) and COX-1 (42.71 ± 0.56%). According to the PCA and HCA analysis results of cotton honeys based on phenolic compounds and biological activities, it is seen that cotton honeys from Adana and Şanlıurfa were clustered separately.

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References

  1. Manyi-Loh CE, Clarke AM, Ndip RN (2011) An overview of honey: therapeutic properties and contribution in nutrition and human health. Afr J Microbiol Res 5:844–852

    Google Scholar 

  2. Mutlu C, Tontul SA, Erbaş M (2018) Production of a minimally processed jelly candy for children using honey instead of sugar. LWT- Food Sci Technol 93:499–505

    Article  CAS  Google Scholar 

  3. Adebolu TT (2005) Effect of natural honey on local isolates of diarrhea-causing bacteria in southwestern Nigeria. Afr J Biotechnol 4:1172–1174

    Google Scholar 

  4. Bell SG (2007) The therapeutic use of honey. Neonatal Netw 26:247–251

    Article  PubMed  Google Scholar 

  5. Samarghandian S, Farkhondeh T, Samini F (2017) Honey and health: a review of recent clinical research. Pharmacognosy Res 9:121–127

    CAS  PubMed  PubMed Central  Google Scholar 

  6. El-Sofany A, Naggar YA, Naiem E, Giesy JP, Seif A (2020) Authentication of the botanical and geographic origin of Egyptian honey using pollen analysis methods. J Apicult Res 59:946–955

    Article  Google Scholar 

  7. Bobis O, Moise AR, Ballesteros I, Reyes ES, Durán SS, Sánchez-Sánchez J, Cruz-Quintana S, Giampieri F, Battino M, Alvarez-Suarez JM (2020) Eucalyptus honey: quality parameters, chemical composition and health-promoting properties. Food Chem 325:126870

    Article  CAS  PubMed  Google Scholar 

  8. Mărgăoan R, Topal E, Balkanska R, Yücel B, Oravecz T, Cornea-Cipcigan M, Vodnar DC (2021) Monofloral honeys as a potential source of natural antioxidants, minerals and medicine. Antioxidants 10:1023

    Article  PubMed  PubMed Central  Google Scholar 

  9. Tananaki C, Liolios V, Kanelis D, Rodopoulou MA (2022) Investigation of volatile compounds in combination with multivariate analysis for the characterization of monofloral honeys. Appl Sci 12:264

    Article  CAS  Google Scholar 

  10. Anklam E (1998) A review of the analytical methods to determine the geographical and botanical origin of honey. Food Chem 63:549–562

    Article  CAS  Google Scholar 

  11. Guyot C, Bouseta A, Scheirman V, Collin S (1998) Floral origin markers of chestnut and lime tree honeys. J Agric Food Chem 46:625–633

    Article  CAS  PubMed  Google Scholar 

  12. Alissandrakis E, Kibaris AC, Tarantilis PA, Harizanis PC, Polissiou M (2005) Flavour compounds of Greek cotton honey. J Sci Food Agric 85:1444–1452

    Article  CAS  Google Scholar 

  13. Duru ME, Taş M, Çayan F, Küçükaydın S, Tel-Çayan G (2021) Characterization of volatile compounds of Turkish pine honeys from different regions and classification with chemometric studies. Eur Food Res Technol 247:2533–2544

    Article  CAS  Google Scholar 

  14. Ahmad RS, Hussain MB, Saeed F, Waheed M, Tufail T (2017) Phytochemistry, metabolism, and ethnomedical scenario of honey: a concurrent review. Int J Food Prop 20:254–269

    Article  Google Scholar 

  15. Cianciosi D, Forbes-Hernández TY, Afrin S, Gasparrini M, Reboredo-Rodriguez P, Manna PP, Zhang J, Lamas LB, Flórez SM, Toyos PA, Quiles JL, Giampieri F, Battino M (2018) Phenolic compounds in honey and their associated health benefits: a review. Molecules 22:2322

    Article  Google Scholar 

  16. Afrin S, Haneefa SM, Fernandez-Cabezudo MJ, Giampieri F, Al-Ramadi BK, Maurizio B (2019) Therapeutic and preventive properties of honey and its bioactive compounds in cancer: an evidence-based review. Nutr Res Rev 33:50–76

    Article  PubMed  Google Scholar 

  17. Alvarez-Suarez JM, Tulipani S, Romandini S, Bertoli E, Battino M (2010) Contribution of honey in nutrition and human health: a review. Mediterr J Nutr Metab 3:15–23

    Article  Google Scholar 

  18. Ahmed S, Othman NH (2013) Honey as a potential natural anticancer agent: A review of its mechanisms. Evıd-Based Compl Alt 2013:1–7

    Article  Google Scholar 

  19. Combarros-Fuertes P, Estevinho ML, Dias LG, Castro JM, Tomás-Barberán FA, Tornadijo ME, Fresno-Baro JM (2019) Bioactive components, antioxidant and antibacterial activities of different varieties of honey: a screening prior to clinical Application. J Agric Food Chem 67:688–698

    Article  CAS  PubMed  Google Scholar 

  20. Jibril FI, Hilmi ABM, Manivannan L (2019) Isolation and characterization of polyphenols in natural honey for the treatment of human diseases. Bull Natl Res Cent 43:1–9

    Article  Google Scholar 

  21. Değirmenci A, Can Z, Boyraci GM, Yildiz O, Asadov E, Kolayli S (2020) Honeys from some different regions of Azerbaijan: bioactive characteristics based on phenolic profile and antioxidant activity. J Apicult Res 59:390–397

    Article  Google Scholar 

  22. Wang J, Li QX (2011) Chemical composition, characterization, and differentiation of honey botanical and geographical origins. Adv Food Nutr Res 62:89–137

    Article  CAS  PubMed  Google Scholar 

  23. Jasicka-Misiak I, Makowicz E, Stanek N (2018) Chromatographic fingerprint, antioxidant activity and colour characteristic of polish goldenrod (Solidago virgaurea, L.) honey and flower. Eur Food Res Technol 244:1169–1184

    Article  CAS  Google Scholar 

  24. Becerril-Sánchez AL, Quintero-Salazar B, Dublán-García O, Escalona-Buendía HB (2021) Phenolic compounds in honey and their relationship with antioxidant activity, botanical origin and color. Antioxidants 10:1700

    Article  PubMed  PubMed Central  Google Scholar 

  25. Tsigouri A, Passaloglou-Katralı M, Sabatakou O (2004) Palynological characteristics of different unifloral honeys from Greece. Grana 43:122–128

    Article  Google Scholar 

  26. Nafea EE, Mazeed AM (2020) Application of numerical classification for recognition of floral and sugar-feeding bee honey. J Apicult Res 62:216–221

    Article  Google Scholar 

  27. Şenyuva HZ, Gilbert J, Silici S, Charlton A, Dal C, Gürel N, Cimen D (2009) Profiling Turkish honeys to determine authenticity using physical and chemical characteristics. J Agric Food Chem 57:3911–3919

    Article  PubMed  Google Scholar 

  28. Odeh I, Abu-Lafi S, Al-Najjar I (2013) Determination of potential volatiles markers from citrus, eucalyptus, cotton, and wildflower Palestinian honeys using SPME followed by GCMS analysis. Int Food Res J 20:1243–1247

    CAS  Google Scholar 

  29. Karabagias IK, Nikolaou C, Karabagias VK (2019) Volatile fingerprints of common and rare honeys produced in Greece: in search of PHVMs with implementation of the honey code. Eur Food Res Technol 245:23–39

    Article  CAS  Google Scholar 

  30. Gheldof N, Wang XH, Engeseth NJ (2002) Identification and quantification of antioxidant components of honeys from various floral sources. J Agric Food Chem 50:5870–5877

    Article  CAS  PubMed  Google Scholar 

  31. Hamdy AA, Ismail HM, Al-Ahwal AEA, Gomaa NF (2009) Determination of flavonoid and phenolic acid contents of clover, cotton and citrus floral honeys. J Egypt Public Health Assoc 84:245–259

    PubMed  Google Scholar 

  32. Gül A, Pehlivan T (2018) Antioxidant activities of some monofloral honey types produced across Turkey. Saudı J Biol Sci 25:1056–1065

    Article  PubMed  PubMed Central  Google Scholar 

  33. Louveaux J, Maurizio A, Vorwohl G (1970) Methods of melissopalynology. Bee World 51:125–138

    Article  Google Scholar 

  34. Karatas S, Aktumsek A, Duru ME (2019) Investigation of physicochemical properties of some monofloral honeys in South Western Anatolia. Int J Sec Metabolite 6:251–262

    Article  Google Scholar 

  35. Deveci E, Tel-Çayan G, Duru ME, Öztürk M (2019) Chemical constituents of Porodaedalea pini mushroom with cytotoxic, antioxidant and anticholinesterase activities. J Food Meas Charact 13:2686–2695

    Article  Google Scholar 

  36. Çayan F, Deveci E, Tel-Çayan G, Duru ME (2020) Identification and quantification of phenolic acid compounds of twenty-six mushrooms by HPLC–DAD. J Food Meas Charact 14:1690–1698

    Article  Google Scholar 

  37. Tel-Çayan G, Deveci E, Çayan F, Molo Z, Duru ME, Yeşil Y (2022) Chemometrics evaluation of phytochemicals and antioxidant activities of the extracts of Chaerophyllum bulbosum roots and aerial parts. Anal Lett 55:327–342

    Article  Google Scholar 

  38. Ochieng CO, Opiyo SA, Mureka EW, Ishola IO (2017) Cyclooxygenase inhibitory compounds from Gymnosporia heterophylla aerial parts. Fitoterapia 119:168–174

    Article  CAS  PubMed  Google Scholar 

  39. Çayan F, Tel-Çayan G, Deveci E, Öztürk M, Duru ME (2019) Chemical profile, in vitro enzyme inhibitory, and antioxidant properties of Stereum species (Agaricomycetes) from Turkey. Int J Med Mushrooms 21:1075–1087

    Article  PubMed  Google Scholar 

  40. Magaldi S, Mata-Essayag S, Hartung de Capriles C, Perez C, Colella MT, Olaizola C, Ontiveros Y (2004) Well diffusion for antifungal susceptibility testing. Int J Infect Dis 8:39–45

    Article  CAS  PubMed  Google Scholar 

  41. Ceylan O, Ugur A, Sarac N (2014) In vitro antimicrobial, antioxidant, antibiofilm and quorum sensing inhibitory activities of Bellis perennis L. J Bio Sci Biotech 2014:35–42

    Google Scholar 

  42. Tamfu AN, Kucukaydin S, Ceylan O, Sarac N, Duru ME (2021) Phenolic composition, enzyme inhibitory and anti-quorum sensing activities of cinnamon (Cinnamomum zeylanicum Blume) and basil (Ocimum basilicum Linn). Chem Africa 4:759–767

    Article  CAS  Google Scholar 

  43. Sogut E, Seydim AC (2020) Classification of honeys collected from different regions of Anatolia by chemometric methods. J Food Process Pres 44:1–12

    Article  Google Scholar 

  44. El-Borai A, Youssef G, Ghareeb D, Abdel-Tawab MM (2018) Antibacterial and antioxidant activities of different varieties of locally produced Egyptian honey. Egypt J Bot 58:97–107

    Google Scholar 

  45. Özcan MM, Ölmez Ç (2014) Some qualitative properties of different monofloral honeys. Food Chem 163:212–218

    Article  PubMed  Google Scholar 

  46. Stavropoulou E, Voidarou CC, Rozos G, Vaou N, Bardanis M, Konstantinidis T, Vrioni G, Tsakris A (2022) Antimicrobial evaluation of various honey types against carbapenemase-producing Gram-negative clinical isolates. Antibiotics 11:422

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Abd El Moez SI, Abdoon ASS, Kandil OM, Sabra HA (2013) Activity of Egyptian cotton flower honey as antimicrobial agent against pathogens of animal origin. Global Veterinaria 11:568–574

    Google Scholar 

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Acknowledgements

The authors would like to thank the Turkish Association of Beekeepers (TAB) and Mr Ziya Şahin for providing the cotton honeys. This study was supported by grants from the Ministry of Agriculture and Forestry, Turkey and the General Directorate of Agricultural Research and Policies (TAGEM 17/AR-GE/13).

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Correspondence to Gülsen Tel-Çayan.

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Çayan, F., Tel-Çayan, G., Taş-Küçükaydın, M. et al. A chemometric study on phenolic profiles and biological properties of cotton honeys from Turkey. Eur Food Res Technol 249, 2241–2252 (2023). https://doi.org/10.1007/s00217-023-04286-x

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