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Response surface methodology as a tool for modelling galacto-oligosaccharide production

Published online by Cambridge University Press:  20 September 2017

Claudia I. Vénica*
Affiliation:
Instituto de Lactología Industrial-Universidad Nacional del Litoral/Consejo Nacional de Investigaciones Científicas y Técnicas (INLAIN-UNL/CONICET), Santiago del Estero 2829, S3000AOM Santa Fe, Argentina
Carina V. Bergamini
Affiliation:
Instituto de Lactología Industrial-Universidad Nacional del Litoral/Consejo Nacional de Investigaciones Científicas y Técnicas (INLAIN-UNL/CONICET), Santiago del Estero 2829, S3000AOM Santa Fe, Argentina
María C. Perotti
Affiliation:
Instituto de Lactología Industrial-Universidad Nacional del Litoral/Consejo Nacional de Investigaciones Científicas y Técnicas (INLAIN-UNL/CONICET), Santiago del Estero 2829, S3000AOM Santa Fe, Argentina
*
*For correspondence; e-mail: clauvenica@fiq.unl.edu.ar

Abstract

The experiments reported in this research paper describe the effects of β-galactosidase enzyme dose and cheese whey amount, on the maximum concentration and yield of galacto-oligosaccahride (GOS) and reaction time. The experimental plan was based on central composite rotational design (CCRD) and modelled by response surface methodology (RSM). The results indicate that the proposed mathematical models could adequately describe the concentration and yield of GOS and the reaction time within the limits of the factors that are being investigated. The variance analysis shows high values of coefficients of determination (>0·97) while no significant lack of fit was evident. Hence, the models could be employed to select reaction conditions applied in the manufacture of products enriched in bioactive compounds with high value-added.

Type
Research Article
Copyright
Copyright © Hannah Research Foundation 2017 

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References

Bezerra, MA, Santelli, RE, Oliveira, EP, Villar, LS & Escaleira, LA 2008 Response surface methodology (RSM) as a tool for optimization in analytical chemistry. Talanta 76 965977 Google Scholar
Chockchaisawasdee, S, Athanasopoulos, VI, Niranjan, K & Rastall, RA 2004 Synthesis of galacto-oligosaccharide from lactose using beta-galactosidase from Kluyveromyces lactis: studies on batch and continuous UF membrane-fitted bioreactors. Biotechnology and Bioengineering 89 434443 CrossRefGoogle Scholar
Fai, AEC, Simiqueli, APR, Ghiselli, G & Pastore, GM 2015 Sequential optimization approach for prebiotic galacto-oligosaccharides synthesis by Pseudozyma tsukubaensis and Pichia kluyveri . LWT – Food Science and Technology 63 12141219 Google Scholar
Gänzle, MG 2012 Enzymatic synthesis of galacto-oligosaccharides and other lactose derivatives (hetero-oligosaccharides) from lactose. International Dairy Journal 22 116122 CrossRefGoogle Scholar
González-Delgado, I, López-Muñoz, M-J, Morales, G & Segura, Y 2016 Optimisation of the synthesis of high galacto-oligosaccharides (GOS) from lactose with β-galactosidase from Kluyveromyces lactis . International Dairy Journal 61 211219 Google Scholar
Intanon, M, Arreola, SL, Pham, NH, Kneifel, W, Haltrich, D & Nguyen, TH 2014 Nature and biosynthesis of galacto-oligosaccharides related to oligosaccharides in human breast milk. FEMS Microbiology Letters 353 8997 Google Scholar
Lamsal, BP 2012 Production, health aspects and potential food uses of dairy prebiotic galacto-oligosaccharides. Journal of the Science of Food and Agriculture 92 20202028 CrossRefGoogle Scholar
Lisboa, CR, de Simoni Martinez, L, Trindade, RA, de Almeida Costa, FA, de Medeiros Burkert, JF & Burkert, CAV 2012 Response surface methodology applied to the enzymatic synthesis of galacto-oligosaccharides from cheese whey. Food Science and Biotechnology 21 15191524 CrossRefGoogle Scholar
Martins, AR, Manera, AP, de Medeiros Burkert, JF & Veiga Burkert, CA 2014 Improving galacto-oligosaccharide content in the production of lactose-reduced yogurt. International Journal of Engineering Research and Applications 4 8489 Google Scholar
Myers, RH, Montgomery, DC & Anderson-Cook, CM 2016 Response Surface Methodology: Process and Product Optimization Using Designed Experiments, 4th edition. United States of America: John Wiley & Sons Google Scholar
Rodriguez-Colinas, B, Poveda, A, Jimenez-Barbero, J, Ballesteros, AO & Plou, FJ 2012 Galacto-oligosaccharide synthesis from lactose solution or skim milk using the β-galactosidase from Bacillus circulans . Journal of Agricultural and Food Chemistry 60 63916398 CrossRefGoogle ScholarPubMed
Vénica, CI, Bergamini, CV, Rebechi, SR & Perotti, MC 2015 Galacto-oligosaccharides formation during manufacture of different varieties of yogurt. Stability through storage. LWT – Food Science and Technology 63 198205 Google Scholar