Detection and Quantification of Tomato Paste Adulteration Using Conventional and Rapid Analytical Methods

被引:15
作者
Vitalis, Flora [1 ]
Zaukuu, John-Lewis Zinia [1 ]
Bodor, Zsanett [1 ]
Aouadi, Balkis [1 ]
Hitka, Geza [2 ]
Kaszab, Timea [1 ]
Zsom-Muha, Viktoria [1 ]
Gillay, Zoltan [1 ]
Kovacs, Zoltan [1 ]
机构
[1] Szent Istvan Univ, Fac Food Sci, Inst Bioengn & Proc Control, Dept Measurements & Proc Control, H-1118 Budapest, Hungary
[2] Szent Istvan Univ, Fac Food Sci, Inst Food Technol, Dept Postharvest Commercial & Sensory Sci, H-1118 Budapest, Hungary
关键词
food adulteration; authentication; tomato paste; soluble solid content; Bostwick consistency; NIR spectroscopy; electronic tongue; chemometrics; NEAR-INFRARED SPECTROSCOPY; ELECTRONIC TONGUE; NONDESTRUCTIVE DETERMINATION; PRODUCTS; QUALITY; CONSISTENCY; SUGARS; DIFFERENTIATION; AUTHENTICITY; CAROTENOIDS;
D O I
10.3390/s20216059
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Tomato, and its concentrate are important food ingredients with outstanding gastronomic and industrial importance due to their unique organoleptic, dietary, and compositional properties. Various forms of food adulteration are often suspected in the different tomato-based products causing major economic and sometimes even health problems for the farmers, food industry and consumers. Near infrared (NIR) spectroscopy and electronic tongue (e-tongue) have been lauded as advanced, high sensitivity techniques for quality control. The aim of the present research was to detect and predict relatively low concentration of adulterants, such as paprika seed and corn starch (0.5, 1, 2, 5, 10%), sucrose and salt (0.5, 1, 2, 5%), in tomato paste using conventional (soluble solid content, consistency) and advanced analytical techniques (NIR spectroscopy, e-tongue). The results obtained with the conventional methods were analyzed with univariate statistics (ANOVA), while the data obtained with advanced analytical methods were analyzed with multivariate methods (Principal component analysis (PCA), linear discriminant analysis (LDA), partial least squares regression (PLSR). The conventional methods were only able to detect adulteration at higher concentrations (5-10%). For NIRS and e-tongue, good accuracies were obtained, even in identifying minimal adulterant concentrations (0.5%). Comparatively, NIR spectroscopy proved to be easier to implement and more accurate during our evaluations, when the adulterant contents were estimated with R-2 above 0.96 and root mean square error (RMSE) below 1%.
引用
收藏
页码:1 / 21
页数:22
相关论文
共 60 条
  • [1] Abdulmalik I.O., 2014, INT J ENG INVENT, V3, P29
  • [2] Alimentarius C., 2017, CODEX STAN, V1981, P1
  • [3] Alpha M.O.S., 2003, ASTR EL TONG US MAN
  • [4] CHANGES IN TOMATO PASTE DURING STORAGE AND THE EFFECTS OF HEATING ON CONSISTENCY OF RECONSTITUTED TOMATO PASTE
    Anthon, Gordon E.
    Barrett, Diane M.
    [J]. JOURNAL OF TEXTURE STUDIES, 2010, 41 (03) : 262 - 278
  • [5] A review on tomato authenticity: Quality control methods in conjunction with multivariate analysis (Chemometrics)
    Arvanitoyannis, Ioannis S.
    Vaitsi, Olga B.
    [J]. CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION, 2007, 47 (07) : 675 - 699
  • [6] Rapid publication-ready MS-Word tables for one-way ANOVA
    Assaad, Houssein I.
    Zhou, Lan
    Carroll, Raymond J.
    Wu, Guoyao
    [J]. SPRINGERPLUS, 2014, 3
  • [7] ASTM, STAND TEST METH DET
  • [8] On-line prediction of Bostwick consistency from pressure differential in pipe flow for ketchup and related tomato products
    Barringer, SA
    Azam, ATMS
    Heskitt, B
    Sastry, S
    [J]. JOURNAL OF FOOD PROCESSING AND PRESERVATION, 1998, 22 (03) : 211 - 220
  • [9] Barringer SA ., 2004, Food Processing: Principles and Applications, P473, DOI DOI 10.1002/9780470290118.CH29
  • [10] Correlation between in-line measurements of tomato ketchup shear viscosity and extensional viscosity
    Berta, Marco
    Wiklund, Johan
    Kotze, Reinhardt
    Stading, Mats
    [J]. JOURNAL OF FOOD ENGINEERING, 2016, 173 : 8 - 14