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Volumn 90, Issue , 2018, Pages 48-57

Quality control of saffron and evaluation of potential adulteration by means of thin layer chromatography-image analysis and chemometrics methods

Author keywords

Chemometrics; Image analysis; Quality control; Saffron; Thin layer chromatography

Indexed keywords


EID: 85044502877     PISSN: 09567135     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.foodcont.2018.02.026     Document Type: Article
Times cited : (34)

References (38)
  • 2
    • 84989282195 scopus 로고    scopus 로고
    • Classification of gas chromatographic fingerprints of saffron using partial least squares discriminant analysis together with different variable selection methods
    • Aliakbarzadeh, G., Parastar, H., Sereshti, H., Classification of gas chromatographic fingerprints of saffron using partial least squares discriminant analysis together with different variable selection methods. Chemometrics and Intelligent Laboratory Systems 158 (2016), 165–173.
    • (2016) Chemometrics and Intelligent Laboratory Systems , vol.158 , pp. 165-173
    • Aliakbarzadeh, G.1    Parastar, H.2    Sereshti, H.3
  • 4
    • 78650649260 scopus 로고    scopus 로고
    • Variable selection in regression -a tutorial
    • Andersen, C.M., Bro, R., Variable selection in regression -a tutorial. Journal of Chemometrics 24:11–12 (2010), 728–737.
    • (2010) Journal of Chemometrics , vol.24 , Issue.11-12 , pp. 728-737
    • Andersen, C.M.1    Bro, R.2
  • 5
  • 6
    • 84890277379 scopus 로고    scopus 로고
    • Classification tools in chemistry. Part 1: Linear models. PLS-DA
    • Ballabio, D., Consonni, V., Classification tools in chemistry. Part 1: Linear models. PLS-DA. Analytical Methods 5:16 (2013), 3790–3798.
    • (2013) Analytical Methods , vol.5 , Issue.16 , pp. 3790-3798
    • Ballabio, D.1    Consonni, V.2
  • 8
    • 84919935131 scopus 로고    scopus 로고
    • Gas chromatography of safranal as preferable method for the commercial grading of saffron (Crocus sativus L.)
    • Bononi, M., Milella, P., Tateo, F., Gas chromatography of safranal as preferable method for the commercial grading of saffron (Crocus sativus L.). Food Chemistry 176 (2015), 17–21.
    • (2015) Food Chemistry , vol.176 , pp. 17-21
    • Bononi, M.1    Milella, P.2    Tateo, F.3
  • 9
    • 33244463729 scopus 로고    scopus 로고
    • Crocetin esters, picrocrocin and its related compounds present in Crocus sativus stigmas and Gardenia jasminoides fruits. Tentative identification of seven new compounds by LC-ESI-MS
    • Carmona, M., Zalacain, A., Sánchez, A.M., Novella, J.L., Alonso, G.L., Crocetin esters, picrocrocin and its related compounds present in Crocus sativus stigmas and Gardenia jasminoides fruits. Tentative identification of seven new compounds by LC-ESI-MS. Journal of Agricultural and Food Chemistry 54:3 (2006), 973–979.
    • (2006) Journal of Agricultural and Food Chemistry , vol.54 , Issue.3 , pp. 973-979
    • Carmona, M.1    Zalacain, A.2    Sánchez, A.M.3    Novella, J.L.4    Alonso, G.L.5
  • 10
    • 21244436700 scopus 로고    scopus 로고
    • Performance of some variable selection methods when multicollinearity is present
    • Chong, I.G., Jun, C.H., Performance of some variable selection methods when multicollinearity is present. Chemometrics and Intelligent Laboratory Systems 78:1 (2005), 103–112.
    • (2005) Chemometrics and Intelligent Laboratory Systems , vol.78 , Issue.1 , pp. 103-112
    • Chong, I.G.1    Jun, C.H.2
  • 11
    • 84908380659 scopus 로고    scopus 로고
    • Chemometrics for the analysis of chromatographic data in metabolomics investigations
    • Cook, D., Rutan, S., Chemometrics for the analysis of chromatographic data in metabolomics investigations. Journal of Chemometrics 28:9 (2014), 681–687.
    • (2014) Journal of Chemometrics , vol.28 , Issue.9 , pp. 681-687
    • Cook, D.1    Rutan, S.2
  • 14
    • 84943366974 scopus 로고    scopus 로고
    • Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation
    • Farrés, M., Platikanov, S., Tsakovski, S., Tauler, R., Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation. Journal of Chemometrics 29:10 (2015), 528–536.
    • (2015) Journal of Chemometrics , vol.29 , Issue.10 , pp. 528-536
    • Farrés, M.1    Platikanov, S.2    Tsakovski, S.3    Tauler, R.4
  • 15
    • 2942615338 scopus 로고    scopus 로고
    • Crocetin from saffron: An active component of an ancient spice
    • Giaccio, M., Crocetin from saffron: An active component of an ancient spice. Critical Reviews in Food Science and Nutrition 44:3 (2004), 155–172.
    • (2004) Critical Reviews in Food Science and Nutrition , vol.44 , Issue.3 , pp. 155-172
    • Giaccio, M.1
  • 18
    • 77950369345 scopus 로고    scopus 로고
    • Data clustering: 50 years beyond K-means
    • Jain, A., Data clustering: 50 years beyond K-means. Pattern Recognition Letters 31:8 (2010), 651–666.
    • (2010) Pattern Recognition Letters , vol.31 , Issue.8 , pp. 651-666
    • Jain, A.1
  • 19
    • 84960361801 scopus 로고    scopus 로고
    • Principal component analysis: A review and recent developments
    • Jolliffe, I., Cadima, J., Principal component analysis: A review and recent developments. Philosophical Transactions A, 374(2065), 2016, 20150202.
    • (2016) Philosophical Transactions A , vol.374 , Issue.2065 , pp. 20150202
    • Jolliffe, I.1    Cadima, J.2
  • 21
    • 33745478124 scopus 로고    scopus 로고
    • Antimicrobial activity of common madder (Rubia tinctorum L.)
    • Kalyoncu, F., Cetin, B., Saglam, H., Antimicrobial activity of common madder (Rubia tinctorum L.). Phytotherapy Research 20:6 (2006), 490–492.
    • (2006) Phytotherapy Research , vol.20 , Issue.6 , pp. 490-492
    • Kalyoncu, F.1    Cetin, B.2    Saglam, H.3
  • 22
    • 84960156821 scopus 로고    scopus 로고
    • Detection and quantification of food colorant adulteration in saffron sample using chemometric analysis of FT-IR spectra
    • Karimi, S., Feizy, J., Mehrjo, F., Farrokhnia, M., Detection and quantification of food colorant adulteration in saffron sample using chemometric analysis of FT-IR spectra. RSC Advances 6:27 (2016), 23085–23093.
    • (2016) RSC Advances , vol.6 , Issue.27 , pp. 23085-23093
    • Karimi, S.1    Feizy, J.2    Mehrjo, F.3    Farrokhnia, M.4
  • 24
    • 79956328118 scopus 로고    scopus 로고
    • Multivariate methods in metabolomics - from pre-processing to dimension reduction and statistical analysis
    • Liland, K., Multivariate methods in metabolomics - from pre-processing to dimension reduction and statistical analysis. TRAC Trends in Analytical Chemistry 30:6 (2011), 827–841.
    • (2011) TRAC Trends in Analytical Chemistry , vol.30 , Issue.6 , pp. 827-841
    • Liland, K.1
  • 25
    • 0032926468 scopus 로고    scopus 로고
    • Quantitative high-performance liquid chromatographic method to analyse commercial saffron (Crocus sativus L.) products
    • Lozano, P., Castellar, M.R., Simancas, M.J., Iborra, J.L., Quantitative high-performance liquid chromatographic method to analyse commercial saffron (Crocus sativus L.) products. Journal of Chromatography A 830:2 (1999), 477–483.
    • (1999) Journal of Chromatography A , vol.830 , Issue.2 , pp. 477-483
    • Lozano, P.1    Castellar, M.R.2    Simancas, M.J.3    Iborra, J.L.4
  • 26
    • 84865407521 scopus 로고    scopus 로고
    • Chemometrics and intelligent laboratory systems a review of variable selection methods in partial least squares regression
    • Mehmood, T., Liland, K.H., Snipen, L., Sæbø S., Chemometrics and intelligent laboratory systems a review of variable selection methods in partial least squares regression. Chemometrics and Intelligent Laboratory Systems 118 (2012), 62–69.
    • (2012) Chemometrics and Intelligent Laboratory Systems , vol.118 , pp. 62-69
    • Mehmood, T.1    Liland, K.H.2    Snipen, L.3    Sæbø, S.4
  • 27
    • 84859944202 scopus 로고    scopus 로고
    • Development and application of a database of food ingredient fraud and economically motivated adulteration from 1980 to 2010
    • Moore, J.C., Spink, J., Lipp, M., Development and application of a database of food ingredient fraud and economically motivated adulteration from 1980 to 2010. Journal of Food Science, 77(4), 2012.
    • (2012) Journal of Food Science , vol.77 , Issue.4
    • Moore, J.C.1    Spink, J.2    Lipp, M.3
  • 28
    • 84910065962 scopus 로고    scopus 로고
    • Evaluation of saffron (Crocus sativus L.) adulteration with plant adulterants by (1)H NMR metabolite fingerprinting
    • Petrakis, E.A., Cagliani, L.R., Polissiou, M.G., Consonni, R., Evaluation of saffron (Crocus sativus L.) adulteration with plant adulterants by (1)H NMR metabolite fingerprinting. Food Chemistry 173 (2015), 890–896.
    • (2015) Food Chemistry , vol.173 , pp. 890-896
    • Petrakis, E.A.1    Cagliani, L.R.2    Polissiou, M.G.3    Consonni, R.4
  • 30
    • 84883153996 scopus 로고    scopus 로고
    • Determination of volatile components of saffron by optimised ultrasound-assisted extraction in tandem with dispersive liquid-liquid microextraction followed by gas chromatography-mass spectrometry
    • Sereshti, H., Heidari, R., Samadi, S., Determination of volatile components of saffron by optimised ultrasound-assisted extraction in tandem with dispersive liquid-liquid microextraction followed by gas chromatography-mass spectrometry. Food Chemistry 143 (2014), 499–505.
    • (2014) Food Chemistry , vol.143 , pp. 499-505
    • Sereshti, H.1    Heidari, R.2    Samadi, S.3
  • 31
    • 85023624362 scopus 로고    scopus 로고
    • An image analysis of TLC patterns for quality control of saffron based on soil salinity effect: A strategy for data (pre)-processing
    • Sereshti, H., Poursorkh, Z., Aliakbarzadeh, G., Zarre, S., Ataolahi, S., An image analysis of TLC patterns for quality control of saffron based on soil salinity effect: A strategy for data (pre)-processing. Food Chemistry 239 (2018), 831–839.
    • (2018) Food Chemistry , vol.239 , pp. 831-839
    • Sereshti, H.1    Poursorkh, Z.2    Aliakbarzadeh, G.3    Zarre, S.4    Ataolahi, S.5
  • 32
    • 0003452445 scopus 로고    scopus 로고
    • Handbook of thin-layer chromatography
    • Sherma, J., Fried, B., Handbook of thin-layer chromatography. 2003.
    • (2003)
    • Sherma, J.1    Fried, B.2
  • 33
    • 84899091374 scopus 로고    scopus 로고
    • Thin-layer chromatographic identification of Chinese propolis using chemometric fingerprinting
    • Tang, T.-X., Guo, W.-Y., Xu, Y., Zhang, S.-M., Xu, X.-J., Wang, D.-M., et al. Thin-layer chromatographic identification of Chinese propolis using chemometric fingerprinting. Phytochemical Analysis 25:3 (2014), 266–272.
    • (2014) Phytochemical Analysis , vol.25 , Issue.3 , pp. 266-272
    • Tang, T.-X.1    Guo, W.-Y.2    Xu, Y.3    Zhang, S.-M.4    Xu, X.-J.5    Wang, D.-M.6
  • 34
    • 4444351752 scopus 로고    scopus 로고
    • Correlation optimized warping and dynamic time warping as preprocessing methods for chromatographic data
    • Tomasi, G., Berg, F., Andersson, C., Correlation optimized warping and dynamic time warping as preprocessing methods for chromatographic data. Journal of Chemometrics 18:5 (2004), 231–241.
    • (2004) Journal of Chemometrics , vol.18 , Issue.5 , pp. 231-241
    • Tomasi, G.1    Berg, F.2    Andersson, C.3
  • 35
    • 84977744133 scopus 로고    scopus 로고
    • Chemometric methods in data processing of mass spectrometry-based metabolomics: A review
    • Yi, L., Dong, N., Yun, Y., Deng, B., Ren, D., Liu, S., et al. Chemometric methods in data processing of mass spectrometry-based metabolomics: A review. Analytica Chimica Acta 914 (2016), 17–34.
    • (2016) Analytica Chimica Acta , vol.914 , pp. 17-34
    • Yi, L.1    Dong, N.2    Yun, Y.3    Deng, B.4    Ren, D.5    Liu, S.6
  • 36
    • 22244475784 scopus 로고    scopus 로고
    • Screening method for the detection of artificial colours in saffron using derivative UV-Vis spectrometry after precipitation of crocetin
    • Zalacain, A., Ordoudi, S.A., Blázquez, I., Díaz-Plaza, E.M., Carmona, M., Tsimidou, M.Z., et al. Screening method for the detection of artificial colours in saffron using derivative UV-Vis spectrometry after precipitation of crocetin. Food Additives & Contaminants 22:7 (2005), 607–615.
    • (2005) Food Additives & Contaminants , vol.22 , Issue.7 , pp. 607-615
    • Zalacain, A.1    Ordoudi, S.A.2    Blázquez, I.3    Díaz-Plaza, E.M.4    Carmona, M.5    Tsimidou, M.Z.6
  • 38
    • 77952227560 scopus 로고    scopus 로고
    • Thin-layer chromatographic analysis of carotenoids in plant and animal samples
    • Zeb, A., Murkovic, M., Thin-layer chromatographic analysis of carotenoids in plant and animal samples. Journal of Planar Chromatography – Modern TLC 23:2 (2010), 94–103.
    • (2010) Journal of Planar Chromatography – Modern TLC , vol.23 , Issue.2 , pp. 94-103
    • Zeb, A.1    Murkovic, M.2


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