Chemometric Assessment and Best-Fit Function Modelling of the Toxic Potential of Selected Food Packaging Extracts - Publication - Bridge of Knowledge

Your account

login

Search

Chemometric Assessment and Best-Fit Function Modelling of the Toxic Potential of Selected Food Packaging Extracts

Abstract

Food packaging materials constitute an ever more threatening environmental pollutant. This study examined options to specifically assess the ecotoxicity of packaged wastes, such as cans, subjected to various experimental treatments (in terms of extraction media, time of exposure, and temperature) that imitate several basic conditions of the process of food production. The extracts were studied for their ecotoxicity with bioluminescent Vibrio fischeri bacteria. The first objective of this study was to find patterns of similarity between different experimental conditions; we used multivariate statistical methods, such as hierarchical cluster analysis, to interpret the impact of experimental conditions on the ecotoxicity signals of the package extracts. Our second objective was to apply best-fit function modelling for additional data interpretation, taking into account, that ecotoxicity for various temperature conditions is time- and temperature dependent. We mathematically confirmed that chemometric data treatment allows for better understanding how different experimental conditions imitating the real use of food packaging. We also demonstrate that the level of ecotoxicity depends on different extraction media, time of exposure, and temperature regime.

Citations

  • 3

    CrossRef

  • 0

    Web of Science

  • 3

    Scopus

Authors (5)

Cite as

Full text

download paper
downloaded 25 times
Publication version
Accepted or Published Version
License
Creative Commons: CC-BY open in new tab

Keywords

Details

Category:
Articles
Type:
artykuł w czasopiśmie wyróżnionym w JCR
Published in:
MOLECULES no. 23, pages 1 - 13,
ISSN: 1420-3049
Language:
English
Publication year:
2018
Bibliographic description:
Kudłak B., Szczepańska N., Nedyalkova M., Simeonov, V., Namieśnik J.: Chemometric Assessment and Best-Fit Function Modelling of the Toxic Potential of Selected Food Packaging Extracts// MOLECULES. -Vol. 23, nr. 11 (2018), s.1-13
DOI:
Digital Object Identifier (open in new tab) 10.3390/molecules23113028
Bibliography: test
  1. Fasano, E.; Bono-Blay, F.; Cirillo, T.; Montuori, P.; Lacorte, S. Migration of phthalates, alkylphenols, bisphenol A and di(2-ethylhexyl)adipate from food packaging. Food Control 2012, 27, 132-138. [CrossRef] open in new tab
  2. Parkar, J.; Rakesh, M. Leaching of elements from packaging material into canned foods marketed in India. Food Control 2014, 40, 177-184. [CrossRef] open in new tab
  3. Marsh, K.; Bugusu, B. Food Packaging-Roles, Materials, and Environmental Issues. J. Food Sci. 2007, 72, 39-55. [CrossRef] [PubMed] open in new tab
  4. Muncke, J. Endocrine disrupting chemicals and other substances of concern in foohd contact materials: An updated review of exposure, effect and risk assessment. J. Steroid Biochem. Mol. Biol. 2011, 127, 118-127. [CrossRef] [PubMed] open in new tab
  5. Biedermann, S.; Zurfluh, M.; Grob, K.; Vedani, K.; Brüschweiler, B.J. Migration of cyclo-diBA from coatings into canned food: Method of analysis, concentration determined in a survey and in silico hazard profiling. Food Chem. Toxicol. 2013, 58, 107-115. [CrossRef] [PubMed] Molecules 2018, 23, 3028 open in new tab
  6. Buculei, A.; Amariei, S.; Oroian, M.; Gutt, G.; Gaceu, L.; Birca, A. Metals migration between product and metallic package in canned Meat. LWT-Food Sci. Technicol. 2014, 58, 364-374. [CrossRef] open in new tab
  7. Grob, K.; Camus, P.; Gontard, N.; Hoellinger, H.; Joly, C.; Macherey, A.C.; Masset, D.; Nesslany, F.; Régnier, J.F.; Riquet, A.M.; et al. Need for a better safety evaluation of food contact materials produced from resins. Food Control 2010, 21, 763-769. [CrossRef] open in new tab
  8. Gallart-Ayala, H.; Moyano, E.; Galceran, M.T. Fast liquid chromatography-tandem mass spectrometry for the analysis of bisphenol A-diglycidyl ether, bisphenol F-diglycidyl ether and their derivatives in canned food and beverages. J. Chromatogr. A 2011, 1218, 1603-1610. [CrossRef] [PubMed] open in new tab
  9. Fattore, M.; Russo, G.; Barbato, F.; Grumetto, L.; Albrizio, S. Monitoring of bisphenols in canned tuna from Italian markets. Food Chem. Toxicol. 2015, 83, 68-75. [CrossRef] [PubMed] open in new tab
  10. Gallo, P.; Pisciottano, I.M.; Esposito, F.; Fasano, E.; Scognamiglio, G.; Mita, G.D.; Cirillo, T. Determination of BPA, BPB, BPF, BADGE and BFDGE in canned energy drinks by molecularly imprinted polymer cleaning up and UPLC with fluorescence detection. Food Chem. 2016, 220, 406-412. [CrossRef] [PubMed] open in new tab
  11. Changa, Y.; Nguyena, C.; Paranjpea, W.R.; Gillilanda, F.; Zhang, J. Analysis of bisphenol A diglycidyl ether (BADGE) and its hydrolytic metabolites in biological specimens by high-performance liquid chromatography and tandem mass spectrometry. J. Chromatogr. B 2014, 965, 33-38. [CrossRef] [PubMed] open in new tab
  12. Szczepańska, N.; Kudłak, B.; Namieśnik, J. Assessing ecotoxicity and the endocrine potential of selected phthalates, BADGE and BFDGE derivatives in relation to environmentally detectable levels. Sci. Total Environ. 2018, 610-611, 854-866. [CrossRef] [PubMed] open in new tab
  13. Silva, E.; Rajapakse, N.; Kortenkamp, A. Something from "Nothing"-Eight Weak Estrogenic Chemicals Combined at Concentrations below NOECs Produce Significant Mixture Effects. Environ. Sci. Technol. 2002, 36, 1751-1756. [CrossRef] [PubMed] open in new tab
  14. Szczepańska, N.; Kudłak, B.; Namieśnik, J. Recent advances in assessing xenobiotics migrating from packaging material-A review. Anal. Chim. Acta 2018, 1023, 1-21. [CrossRef] [PubMed] open in new tab
  15. Hernández-Fernández, F.J.; Bayo, J.; Pérez de los Ríos, A.; Vicente, M.A.; Bernal, F.J.; Quesada-Medina, J. Discovering less toxic ionic liquids by using the Microtox ® toxicity test. Ecol. Environ. Safe 2015, 116, 29-33. [CrossRef] [PubMed] open in new tab
  16. Vandeginste, B.G.M.; Massart, D.L.; Buydens, L.M.C.; De Jong, S.; Lewi, P.J.; Smeyers-Verbeke, J. Handbook of Chemometrics and Qualimetrics; Elsevier: Amsterdam, The Netherlands, 1998. open in new tab
  17. Massart, D.L.; Kaufman, L. The Interpretation of Analytical Chemical Data by the Use of Cluster Analysis; Elsevier: Amsterdam, The Netherlands, 1983.
  18. Szczepańska, N.; Kudłak, B.; Tsakovski, S.; Yotova, G.; Nedyalkova, M.; Simeonov, V.; Dołęga, A.; Namieśnik, J. Modeling and MANOVA studies on toxicity and endocrine potential of packaging materials exposed to different extraction schemes. Environ. Res. 2018, 165, 294-305. [CrossRef] [PubMed] open in new tab
  19. Kudłak, B.; Owczarek, K.; Namieśnik, J. Selected issues related to the toxicity of ionic liquids and deep eutectic solvents-A review. Environ. Sci. Pollut. Res. 2015, 22, 11975-11992. [CrossRef] [PubMed] open in new tab
  20. Box, G.E.P.; Draper, N.R. Response Surfaces, Mixtures, and Ridge Analyses, 2nd ed.; Wiley: New York, NY, USA, 2007. open in new tab
Sources of funding:
  • 2015/17/N/ST4/03835
  • H2020 BG05M2OP001-2.009-028
Verified by:
Gdańsk University of Technology

seen 102 times

Recommended for you

Application of chemometric techniques in studies of toxicity of selected commercially available products for infants and children

2017

Assessment of ecotoxicity and total volatile organic compound (TVOC) emissions from food and children's toy products

2018

Modeling and MANOVA studies on toxicity and endocrine potential of packaging materials exposed to different extraction schemes

2018

Assessing Acute Toxicity of Selected Packages Internal Layers Extracts using Microtox®

2017
Meta Tags