Polymer/clay nanocomposite films as active packaging material: Modeling of antimicrobial release

European Polymer Journal

Volumn 71, Issue , 2015, Pages 461-475

  Campos Requena, Víctor H ^a   Rivas, Bernabé L ^a   Pérez, Mónica A ^a   Garrido Miranda, Karla A ^a   Pereira, Eduardo D ^a  

^a UNIVERSITY OF CONCEPCIÓN   (Chile)

Author keywords

Active food packaging; Carvacrol; D optimal design; Nanocomposites; Partial least squares regression; Response surface methodology

Indexed keywords

DESIGN OF EXPERIMENTS; DIFFUSION; ELASTIC MODULI; LEAST SQUARES APPROXIMATIONS; MICROORGANISMS; NANOCOMPOSITES; OPTIMAL SYSTEMS; PACKAGING; PACKAGING MATERIALS; POLYMER FILMS; RATE CONSTANTS; SURFACE PROPERTIES;

ACTIVE FOOD PACKAGING; CARVACROL; D-OPTIMAL DESIGNS; PARTIAL LEAST SQUARES REGRESSION; RESPONSE SURFACE METHODOLOGY;

NANOCOMPOSITE FILMS;

EID: 84940541386     PISSN: 00143057     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eurpolymj.2015.08.018     Document Type: Article

References (47)

1. P. Appendini, and J.H. Hotchkiss Review of antimicrobial food packaging Innov. Food Sci. Emerg. Technol. 3 2002 113 126
2. M. Uz, and S.A. AltInkaya Development of mono and multilayer antimicrobial food packaging materials for controlled release of potassium sorbate LWT Food Sci. Technol. 44 2011 2302 2309
3. M. Ramos, A. Jiménez, M. Peltzer, and M.C. Garrigós Characterization and antimicrobial activity studies of polypropylene films with carvacrol and thymol for active packaging J. Food Eng. 109 2012 513 519
4. Z.K. Emiroʇlu, G.P. Yemiş, B.K. Coşkun, and K. Candoʇan Antimicrobial activity of soy edible films incorporated with thyme and oregano essential oils on fresh ground beef patties Meat Sci. 86 2010 283 288
5. M. Peltzer, J. Wagner, and A. Jiménez Migration study of carvacrol as a natural antioxidant in high-density polyethylene for active packaging Food Addit. Contam. 26 6 2009 938 946
6. H.M.C. De Azeredo Nanocomposites for food packaging applications Food Res. Int. 42 2009 1240 1253
7. D.R. Paul, and L.M. Robeson Polymer nanotechnology: nanocomposites Polymer 49 2008 3187 3204
8. K. Majeed, M. Jawaid, A. Hassan, A.A. Bakar, H.P.S. Abdul Khalil, A.A. Salema, and I. Inuwa Potential materials for food packaging from nanoclay/natural fibres filled hybrid composites Mater. Des. 46 2013 391 410
9. C. Aguzzi, P. Cerezo, C. Viseras, and C. Caramella Use of clays as drug delivery systems: possibilities and limitations Appl. Clay Sci. 36 2007 22 36
10. C. Viseras, P. Cerezo, R. Sanchez, I. Salcedo, and C. Aguzzi Current challenges in clay minerals for drug delivery Appl Clay. Sci. 48 2010 291 295
11. G. Liang, J. Xu, S. Bao, and W. Xu Polyethylene/maleic anhydride grafted polyethylene/organic-montmorillonite nanocomposites. I. Preparation, microstructure, and mechanical properties J. Appl. Polym. Sci. 91 2004 3974 3980
12. G.G. Buonocore, M.A. Del Nobile, A. Panizza, S. Bove, G. Battaglia, and L. Nicolais Modeling the lysozyme release kinetics from antimicrobial films intended for food packaging applications J. Food Sci. 68 4 2003 1365 1370
13. G.G. Buonocore, M.A. Del Nobile, A. Panizza, M.R. Corbo, and L. Nicolais A general approach to describe the antimicrobial agent release for highly swellable films intended for food packaging applications J. Control. Release 90 2003 97 107
14. A. Lopez-Rubio, R. Gavara, and J.M. Lagaron Bioactive packaging: turning food into healthier foods through biomaterials Trends Food Sci. Technol. 17 2006 567 575
15. S.H. Cypes, W.M. Saltzman, and E.P. Giannelis Organosilicate-polymer drug delivery systems: controlled release and enhanced mechanical properties J. Control. Release 90 2003 163 169
16. S. Gemili, A. Yemenicioʇlu, and S.A. AltInkaya Development of cellulose acetate based antimicrobial food packaging materials for controlled release of lysozyme J. Food Eng. 90 2009 453 462
17. S. Tunç, and O. Duman Preparation of active antimicrobial methyl cellulose/carvacrol/montmorillonite nanocomposite films and investigation of carvacrol release LWT Food Sci. Technol. 44 2011 465 472
18. M. Almeida-Bezerra, R. Erthal-Santelli, E. Padua-Oliveira, L. Silveira-Villar, and L.A. Escaleira Response surface methodology (RSM) as a tool for optimization in analytical chemistry Talanta 76 2008 965 977
19. R. Leardi Experimental design in chemistry: a tutorial Anal. Chim. Acta 652 2009 161 172
20. E. Kuram, B. Ozcelik, M. Bayramoglu, E. Demirbas, and B.T. Simsek Optimization of cutting fluids and cutting parameters during end milling by using D-optimal design of experiments J. Clean. Prod. 42 2013 159 166
21. I. Grčić, D. Vujević, and N. Koprivanac The use of D-optimal design to model the effects of process parameters on mineralization and discoloration kinetics of Fenton-type oxidation Chem. Eng. J. 157 2010 408 419
22. M.M. Ba-Abbad, A.A.H. Kadhum, A.B. Mohamad, M.S. Takriff, and K. Sopian Optimization of process parameters using D-optimal design for synthesis of ZnO nanoparticles via sol-gel technique J. Ind. Eng. Chem. 19 2013 99 105
23. V. Puškaš, and U. Miljić The application of D-optimal design for modelling the red wine ageing process Food Control 28 2012 362 367
24. B.D. Real, M.C. Ortiz, and L.A. Sarabia Analysis of interferents by means a D-optimal screening design and calibration using partial least squares regression in the spectrophotometric determination of Cr(VI) Talanta 71 2007 1599 1609
25. H. Antti, T.M.D. Ebbels, H.C. Keun, M.E. Bollard, O. Beckonert, J.C. Lindon, J.K. Nicholson, and E. Holmes Statistical experimental design and partial least squares regression analysis of biofluids betabonomic NMR and clinical chemistry data for screening of adverse drug effects Chemom. Intell. Lab. Syst. 73 2004 139 149
26. S.E. Fang, and R. Perera Damage identification by response surface based model updating using D-optimal design Mech. Syst. Signal Process. 25 2011 717 733
27. P. Geladi, and B.R. Kowalski Partial least-squares regression: a tutorial Anal. Chim. Acta 185 1986 1 17
28. S. Wold, M. Sjöström, and L. Eriksson PLS-regression: a basic tool of chemometrics Chemom. Intell. Lab. Syst. 58 2001 109 130
29. L. Eriksson, E. Johansson, N. Kettaneh-World, C. Wikström, and S. Wold Design of Experiments: Principles and Applications third ed. 2008 Umetrics Stockholm
30. T. Schönbrodt, S. Mohl, G. Winter, and G. Reich NIR spectroscopy - a non-destructive analytical tool for protein quantification within lipid implants J. Control. Release 114 2006 261 267
31. M. Andersson, A. Ringberg, and C. Gustafsson Multivariate methods in tablet formulation suitable for early drug development: predictive models from a screening design of several linked responses Chemom. Intell. Lab. Syst. 87 2007 125 130
32. L. Eriksson, J.L.M. Hermens, E. Johansson, H.J.M. Verhaar, and S. Wold Multivariate analysis of aquatic toxicity data with PLS Aquat. Sci. 57 3 1995 217 241
33. S. Filippi, M. Paci, G. Polacco, N.T. Dintcheva, and P. Magagnini On the interlayer spacing collapse of Cloisite® 30B organoclay Polym. Degrad. Stab. 96 2011 823 832
34. G. Malucelli, S. Ronchetti, N. Lak, A. Priola, N.T. Dintcheva, and F.P. La Mantia Intercalation effects in LDPE/o-montmorillonite nanocomposites Eur. Polym. J. 43 2007 328 335
35. V.H. Campos-Requena, B.L. Rivas, M.A. Pérez, C.R. Figueroa, and E.A. Sanfuentes The synergistic antimicrobial effect of carvacrol and thymol in clay/polymer nanocomposites films over strawberry gray mold LWT Food Sci. Technol. 64 2015 390 396
36. J. Morawiec, A. Pawlak, M. Slouf, A. Galeski, E. Piorkowska, and N. Krasnikowa Preparation and properties of compatibilized LDPE/organo-modified montmorillonite nanocomposites Eur. Polym. J. 41 2005 1115 1122
37. V.H. Campos-Requena, B.L. Rivas, M.A. Pérez, and M. Wilhelm Application of design of experiments, response surface methodology and partial least squares regression on nanocomposites synthesis Polym. Bull. 71 8 2014 1961 1982
38. R.E. Bruns, I.S. Scarminio, and B. de Barros-Neto Statistical Design - Chemometrics first ed. 2006 Elsevier Amsterdam
39. EN 1186-1:2002, Materials and articles in contact with foodstuffs - Plastics - Part 1: Guide to the selection of conditions and test methods for overall migration, June 2002.
40. P. Viñas, M.J. Soler-Romera, and M. Hernández-Córdoba Liquid chromatography determination of phenol, thymol and carvacrol in honey using fluorimetric detection Talanta 69 2006 1063 1067
41. J. Crank The Mathematics of Diffusion second ed. 1975 Oxford University Press Oxford
42. M.J. Cran, L.A.S. Rupika, K. Sonneveld, J. Miltz, and S.W. Bigger Release of naturally derived antimicrobial agents from LDPE films J. Food Sci. 72 2 2010 E126 E133
43. K. Kuorwel, M.J. Cran, K. Sonneveld, J. Miltz, and S.W. Bigger Migration of antimicrobial agents from starch-based films into a food simulant LWT Food Sci. Technol. 50 2013 432 438
44. A. Iannitelli, R. Grande, A. Di Stefano, M. Di Giulio, P. Sozio, L.J. Bessa, S. Laserra, C. Paolini, F. Protasi, and L. Cellini Potential antibacterial activity of carvacrol-loaded poly(dl-lactide-co-glycolide) (PLGA) nanoparticles against microbial biofilm Int. J. Mol. Sci. 12 2011 5039 5051
45. S. Pavlidou, and C.D. Papaspyrides A review on polymer-layered silicate nanocomposites Prog. Polym. Sci. 33 2008 1119 1198
46. S.C. Tjong Structural and mechanical properties of polymer nanocomposites Mater. Sci. Eng. R 53 2006 73 197
47. A. Höskuldsson PLS regression methods J. Chemom. 2 1988 211 228