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Computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes
Apple juice is typically marketed as a clear juice, and hence enzymatic treatments are common practices in juice industry. However, enzymatic treatments have been shown to face some challenges when process efficiency, and cost effectiveness are concerned. Therefore, it is necessary to optimize the e...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7680705/ https://www.ncbi.nlm.nih.gov/pubmed/33251526 http://dx.doi.org/10.1016/j.crfs.2020.09.003 |
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author | Hassan, Shady S. Williams, Gwilym A. Jaiswal, Amit K. |
author_facet | Hassan, Shady S. Williams, Gwilym A. Jaiswal, Amit K. |
author_sort | Hassan, Shady S. |
collection | PubMed |
description | Apple juice is typically marketed as a clear juice, and hence enzymatic treatments are common practices in juice industry. However, enzymatic treatments have been shown to face some challenges when process efficiency, and cost effectiveness are concerned. Therefore, it is necessary to optimize the enzymatic treatment process to maximize efficiency, and reuse enzymes to minimize the overall cost via immobilization. In this context, the present work features the immobilization of pectinase and xylanase from M. hiemalis on genipin-activated alginate beads, with subsequent evaluation of its efficacy in apple juice clarification. A central composite rotatable design (CCRD), coupled with artificial neural network (ANN) for modeling and optimization was used to design the experiments. Deploying a coupling time up to 120 min, and an agitation rate of 213 rpm (pectinase) - 250 rpm (xylanase), a maximum fractional enzyme activity recovered was observed to be about 81–83% for both enzymes. Optimum enzyme loading and genipin concentration were found to be 50 U/ml and 12% (w/v), respectively. The immobilized enzyme preparations were suitable for up to 5 repeated process cycles, losing about 45% (pectinase) - 49% (xylanase) of their initial activity during this time. The maximum clarity of apple juice (%T(660), 84%) was achieved at 100 min when pectinase (50 U/ml of juice) and xylanase (20 U/ml of juice) were used in combination at 57 °C. The immobilized enzymes are of industrial relevance in terms of biocompatibility, recoverability, and operational-storage stability. |
format | Online Article Text |
id | pubmed-7680705 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-76807052020-11-27 Computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes Hassan, Shady S. Williams, Gwilym A. Jaiswal, Amit K. Curr Res Food Sci Research Paper Apple juice is typically marketed as a clear juice, and hence enzymatic treatments are common practices in juice industry. However, enzymatic treatments have been shown to face some challenges when process efficiency, and cost effectiveness are concerned. Therefore, it is necessary to optimize the enzymatic treatment process to maximize efficiency, and reuse enzymes to minimize the overall cost via immobilization. In this context, the present work features the immobilization of pectinase and xylanase from M. hiemalis on genipin-activated alginate beads, with subsequent evaluation of its efficacy in apple juice clarification. A central composite rotatable design (CCRD), coupled with artificial neural network (ANN) for modeling and optimization was used to design the experiments. Deploying a coupling time up to 120 min, and an agitation rate of 213 rpm (pectinase) - 250 rpm (xylanase), a maximum fractional enzyme activity recovered was observed to be about 81–83% for both enzymes. Optimum enzyme loading and genipin concentration were found to be 50 U/ml and 12% (w/v), respectively. The immobilized enzyme preparations were suitable for up to 5 repeated process cycles, losing about 45% (pectinase) - 49% (xylanase) of their initial activity during this time. The maximum clarity of apple juice (%T(660), 84%) was achieved at 100 min when pectinase (50 U/ml of juice) and xylanase (20 U/ml of juice) were used in combination at 57 °C. The immobilized enzymes are of industrial relevance in terms of biocompatibility, recoverability, and operational-storage stability. Elsevier 2020-10-14 /pmc/articles/PMC7680705/ /pubmed/33251526 http://dx.doi.org/10.1016/j.crfs.2020.09.003 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Paper Hassan, Shady S. Williams, Gwilym A. Jaiswal, Amit K. Computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes |
title | Computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes |
title_full | Computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes |
title_fullStr | Computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes |
title_full_unstemmed | Computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes |
title_short | Computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes |
title_sort | computational modelling approach for the optimization of apple juice clarification using immobilized pectinase and xylanase enzymes |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7680705/ https://www.ncbi.nlm.nih.gov/pubmed/33251526 http://dx.doi.org/10.1016/j.crfs.2020.09.003 |
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