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Modelling and optimization of bovine serum albumin adsorption on calcium bentonite using box-behnken experimental design method

dc.contributor.authorDuranoglu, Dilek
dc.contributor.authorKumcu Yuen, Maya
dc.date.accessioned2026-06-27T14:52:20Z
dc.date.issued2024
dc.description.abstractThe purpose of this study is to investigate and optimize the process parameters for bovine serum albumin (BSA) adsorption onto calcium bentonite (CaB) using the Box-Behnken experimental design method. Calcium bentonite was characterized using FT-IR, SEM, XRD, zeta potential measurements, and Boehm titration methods. The BSA adsorption capacity of calcium bentonite was modelled with respect to pH (2.8, 4.8, and 6.8), temperature (25 degrees C, 32.5 degrees C, and 40 degrees C), and initial protein concentration (0.1-1.2 mg ml-1) using the Box-Behnken experimental design method. The Design Expert 13.0 software was used to optimize the process conditions and obtain three-dimensional response surface graphs. A regression model, which gives the relationship between the process parameters and BSA adsorption capacity, was obtained using Design Expert software. The developed model showed that the most effective parameter on adsorption was the initial protein concentration followed by pH and temperature. The maximum adsorption capacity was obtained about 171 mg/g under optimal conditions (pH 4.8, 40 degrees C, and 1 mg ml-1 of initial BSA concentration). BSA adsorption onto CaB fit the pseudo-second order kinetic model. This study showed that process parameters for BSA adsorption can be effectively investigated and optimized using the Box-Behnken experimental design method with a fewer number of experiments.en
dc.description.sponsorshipYildiz Technical University Scientific Research Projects Coordinator
dc.description.sponsorship[2014-07-01-YL08]
dc.description.urihttps://doi.org/10.1088/1402-4896/ad0f7b
dc.identifier.doi10.1088/1402-4896/ad0f7b
dc.identifier.eissn1402-4896
dc.identifier.issn0031-8949
dc.identifier.issue1
dc.identifier.urihttps://hdl.handle.net/20.500.14981/65667
dc.identifier.volume99
dc.identifier.wos001114265000001
dc.language.isoeng
dc.publisherIOP Publishing Ltd
dc.relation.ispartofPHYSICA SCRIPTA
dc.rightsopenAccess
dc.subjectcalcium bentonite
dc.subjectbovine protein (BSA)
dc.subjectbox-behnken experimental design
dc.subjectmodelling
dc.subjectoptimization
dc.subjectPROTEIN ADSORPTION
dc.subjectCARBON
dc.subjectBSA
dc.subjectPhysics
dc.titleModelling and optimization of bovine serum albumin adsorption on calcium bentonite using box-behnken experimental design method
dc.typeArticle
dspace.entity.typePublication
local.import.sourceWOS

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