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Food Analytical Methods

, Volume 10, Issue 5, pp 1547–1555 | Cite as

Novel Spectroscopic Method for Determination and Quantification of Saffron Adulteration

  • Suzan Varliklioz Er
  • Haslet Eksi-Kocak
  • Hasan Yetim
  • Ismail Hakki Boyaci
Article

Abstract

In this study, a spectroscopic method was developed for the determination and quantification of saffron adulteration with some plant adulterants (safflower, marigold, and turmeric). For this purpose, three spectroscopic techniques, namely, attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy, Raman spectroscopy, and laser-induced breakdown spectroscopy (LIBS), were applied, and the superiority of the techniques was investigated by using principal component analysis (PCA). All spectral data were compared, and the best discrimination among saffron and plant adulterants was obtained with LIBS according to PCA results. Following this analysis, partial least squares (PLS) method was carried out using LIBS data to reveal the level of plant adulteration in saffron samples. A good linearity was obtained with a coefficient of determination (R 2) values of 0.999 for calibration and cross-validation in the range of 10–50% with a limit of detection (LOD) and quantification (LOQ) of 1.86 and 9.32%, respectively. Taking the results into consideration, it was seen that the LIBS technique combined with PLS provides a sensitive determination of plant adulterants in saffron under 10%, which is difficult to detect using the reference UV-Vis spectroscopic method.

Keywords

Saffron Adulteration Attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy Raman spectroscopy Laser-induced breakdown spectroscopy (LIBS) 

Notes

Acknowledgments

The authors thank Banu Sezer (Department of Food Engineering, Hacettepe University) for her help during LIBS analysis of samples.

Compliance with Ethical Standards

Conflict of Interest

Suzan Varliklioz Er declares that she has no conflict of interest. Haslet Eksi-Kocak declares that she has no conflict of interest. Hasan Yetim declares that he has no conflict of interest. Ismail Hakki Boyaci declares that he has no conflict of interest.

Ethical Approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Informed Consent

Not applicable.

Supplementary material

12161_2016_710_MOESM1_ESM.docx (447 kb)
ESM 1 (DOCX 446 kb)

References

  1. Anastasaki E, Kanakis C, Pappas C, Maggi L, del Campo CP, Carmona M, Alonso GL, Polissiou MG (2010a) Differentiation of saffron from four countries by mid-infrared spectroscopy and multivariate analysis. Eur Food Res Technol 230:571–577CrossRefGoogle Scholar
  2. Anastasaki EG, Kanakis CD, Pappas C, Maggi L, Zalacain A, Carmona M, Alonso GL, Polissiou MG (2010b) Quantification of crocetin esters in saffron (Crocus sativus L.) using Raman spectroscopy and chemometrics. J Agric Food Chem 58:6011–6017CrossRefGoogle Scholar
  3. Babaei S, Talebi M, Bahar M (2014) Developing an SCAR and ITS reliable multiplex PCR-based assay for safflower adulterant detection in saffron samples. Food Control 35(1):323–328CrossRefGoogle Scholar
  4. Bich VT, Thuy NT, Binh NT, Huong NTi M., Yen PND, Luong TT (2009) In Physics and engineering of new materials. Cat DT, Pucci A, Wandelt K (Eds.), Springer, Berlin HeidelbergGoogle Scholar
  5. Bilge G, Boyaci IH, Eseller KE, Tamer U, Cakir S (2015) Analysis of bakery products by laser-induced breakdown spectroscopy. Food Chem 181:186–190CrossRefGoogle Scholar
  6. Bunghez IR, Ion RM (2011) Complex spectral characterization of active principles from marigold (Calendula officinalis). Journal of Science and Arts 14:59–64Google Scholar
  7. Burgio L, Clark RJH (2001) Library of FT-Raman spectra of pigments, minerals, pigment media and varnishes, and supplement to existing library of Raman spectra of pigments with visible excitation. Spectrochim. Acta. Part A 57:1491–1521CrossRefGoogle Scholar
  8. Carmona M, Zalacain A, Salinas MR, Alonso GL (2007) New approach to saffron aroma. Crit Rev Food Sci Nutr 47:145–159CrossRefGoogle Scholar
  9. Cho MH, Paik YS, Hahn TR (2000) Enzymatic conversion of precarthamin to carthamin by a purified enzyme from the yellow petals of safflower. J Agric Food Chem 48(9):3917–3921CrossRefGoogle Scholar
  10. Ferreira EC, Menezes EA, Matos WO, Milori DMBP, Nogueira ARA, Martin-Neto L (2010) Determination of Ca in breakfast cereals by laser induced breakdown spectroscopy. Food Control 21:1327–1330CrossRefGoogle Scholar
  11. García-Rodríguez MV, Serrano-Díaz J, Tarantilis PA, López-Córcoles H, Carmona M, Alonso GL (2014) Determination of saffron quality by high-performance liquid chromatography. J Agric Food Chem 62(32):8068–8074CrossRefGoogle Scholar
  12. Giaccio M (2004) Crocetin from saffron: an active component of an ancient spice. Crit Rev Food Sci Nutr 44:155–172CrossRefGoogle Scholar
  13. Hagh-Nazari S, Keifi N (2006) Saffron and various fraud manners in its production and trades. II. International Symposium on Saffron Biology and Technology, 739Google Scholar
  14. Hamzaoui S, Khleifia R, Jaïdane N, Lakhdar ZB (2011) Quantitative analysis of pathological nails using laser-induced breakdown spectroscopy (LIBS) technique. Lasers Med Sci 26:79–83CrossRefGoogle Scholar
  15. Heidarbeigi K, Mohtasebia SS, Foroughirada A, Ghasemi-Varnamkhastic M, Rafieea S, Rezaeid K (2015) Detection of adulteration in saffron samples using electronic nose. Int J Food Prop 18:1391–1401CrossRefGoogle Scholar
  16. ISO 3632-1 Technical Specification. Saffron (Crocus sativus L.) Part 1 (specification) (2011) Geneva, Switzerland: International Organization for StandardizationGoogle Scholar
  17. ISO 3632-2 Technical Specification. Saffron (Crocus sativus L.) Part 2 (test methods) (2010) Geneva, Switzerland: International Organization for StandardizationGoogle Scholar
  18. Jadhav B, Joshi A (2015) Extraction and quantitative estimation of bio active component (yellow and red carthamin) from dried safflower petals. Indian Journal of Science and Technology 8(16)Google Scholar
  19. Lage M, Cantrell CL (2009) Quantification of saffron (Crocus sativus L.) metabolites crocins, picrocrocin and safranal for quality determination of the spice grown under different environmental Moroccan conditions. Sci Hortic 121:366–373CrossRefGoogle Scholar
  20. Lee FY, Htar TT, Akowuah GA (2015) ATR-FTIR and spectrometric methods for the assay of crocin in commercial saffron spices (Crocus savitus L.). Int J Food Prop 18:1773–1783CrossRefGoogle Scholar
  21. Maggi L, Sánchez AM, Carmona M, Kanakis CD, Anastasaki E, Tarantilis PA, Polissiou MG, Alonso GL (2011a) Rapid determination of safranal in the quality control of saffron spice (Crocus sativus L.). Food Chem 127:369–373CrossRefGoogle Scholar
  22. Maggi L, Carmona M, Kelly SD, Marigheto N, Alonso GL (2011b) Geographical origin differentiation of saffron spice (Crocus sativus L. stigmas)—preliminary investigation using chemical and multi-element (H, C, N) stable isotope analysis. Food Chem 128:543–548CrossRefGoogle Scholar
  23. Marieschi M, Torelli A, Bruni R (2012) Quality control of saffron (Crocus sativus L.): development of SCAR markers for the detection of plant adulterants used as bulking agents. J Agric Food Chem 60(44):10998–11004CrossRefGoogle Scholar
  24. Melnyk JP, Wang S, Marcone MF (2010) Chemical and biological properties of the world's most expensive spice: saffron. Food Res Int 43:1981–1989CrossRefGoogle Scholar
  25. Mohan PRK, Sreelakshmi G, Muraleedharan CV, Joseph R (2012) Water soluble complexes of curcumin with cyclodextrins: characterization by FT-Raman spectroscopy. Vib Spectrosc 62:77–84CrossRefGoogle Scholar
  26. Ordoudi SA, De los Mozos Pascual M, Tsimidou MZ (2014) On the quality control of traded saffron by means of transmission Fourier-transform mid-infrared (FT-MIR) spectroscopy and chemometrics. Food Chem 150:414–421CrossRefGoogle Scholar
  27. Petrakis EA, Cagliani LR, Polissiou MG, Consonni R (2015) Evaluation of saffron (Crocus sativus L.) adulteration with plant adulterants by (1)H NMR metabolite fingerprinting. Food Chem 173:890–896CrossRefGoogle Scholar
  28. Rigane G, Ben Younes S, Ghazghazi H, Ben Salem R (2013) Investigation into the biological activities and chemical composition of Calendula officinalis L. growing in Tunisia. Int Food Res J 20(6):3001–3007Google Scholar
  29. Sabatino L, Scordino M, Gargano M, Belligno A, Traulo P, Gagliano G (2011) HPLC/PDA/ESI-MS evaluation of saffron (Crocus sativus L.) adulteration. Nat Prod Commun 6(12):1873–1876Google Scholar
  30. Sánchez AM, Carmona M, Zalacain A, Carot JM, Jabaloyes JM, Alonso GL (2008) Rapid determination of crocetin esters and picrocrocin from saffron spice (Crocus sativus L.) using UV–visible spectrophotometry for quality control. J Agric Food Chem 56:3167–3175CrossRefGoogle Scholar
  31. Silvestre DM, Barbosa FM, Aguiar BT, Leme FO, Nomura CS (2015) Feasibility study of calibration strategy for direct quantitative measurement of K and Mg in plant material by laser-induced breakdown spectrometry. Anal Chem Res 5:28–33CrossRefGoogle Scholar
  32. Tarantilis PA, Beljebbar A, Manfait M, Polissiou M (1998) FT-IR, FT-Raman spectroscopic study of carotenoids from saffron (Crocus sativus L.) and some derivatives. Spectrochim. Acta. Part A 54:651–657CrossRefGoogle Scholar
  33. Tiwari M, Agrawal R, Pathak AK, Rai AK, Rai GK (2013) Laser-induced breakdown spectroscopy: an approach to detect adulteration in turmeric. Spectrosc Lett: An International Journal for Rapid Communication 46(3):155–159CrossRefGoogle Scholar
  34. Wise BM, Gallagher NB, Bro R, Shaver JM, Windig W, Koch RS (2014) PLS_Toolbox 7.5.2 for use with MATLAB., Eigenvector Research Inc., WenatcheeGoogle Scholar
  35. Yoon JM, Cho MH, Park JE, Kim YH, Hahn TR, Paik YS (2003) Thermal stability of the pigments hydroxysafflor yellow A, safflor yellow B, and precarthamin from safflower (Carthamus tinctorius). J Food Sci 68(3):839–843CrossRefGoogle Scholar
  36. Zalacain A, Ordoudi SA, Díaz-Plaza EM, Carmona M, Blázquez I, Tsimidou MZ, Alonso GL (2005) Near-infrared spectroscopy in saffron quality control: determination of chemical composition and geographical origin. J Agric Food Chem 53(24):9337–9341CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2016

Authors and Affiliations

  • Suzan Varliklioz Er
    • 1
  • Haslet Eksi-Kocak
    • 2
  • Hasan Yetim
    • 3
  • Ismail Hakki Boyaci
    • 1
  1. 1.Faculty of Engineering, Department of Food EngineeringHacettepe UniversityAnkaraTurkey
  2. 2.Faculty of Engineering, Department of Biomedical EngineeringIstanbul Aydin UniversityIstanbulTurkey
  3. 3.Faculty of Engineering, Department of Food EngineeringErciyes UniversityKayseriTurkey

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