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Taguchi Grey Relational Analysis for Multi-Response Optimization of Bacillus Bacteria Flocculation Recovery from Fermented Broth by Chitosan to Enhance Biocontrol Efficiency

Degradation of environment is a challenge to crop production around the world. Biological control of various plant diseases using antagonistic bacteria is an encouraging alternative to traditionally used chemical control strategies. Chitosan as a well-known natural flocculation agent also exhibits a...

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Autores principales: Dmitrović, Selena, Pajčin, Ivana, Lukić, Nataša, Vlajkov, Vanja, Grahovac, Mila, Grahovac, Jovana, Jokić, Aleksandar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9413004/
https://www.ncbi.nlm.nih.gov/pubmed/36015554
http://dx.doi.org/10.3390/polym14163282
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author Dmitrović, Selena
Pajčin, Ivana
Lukić, Nataša
Vlajkov, Vanja
Grahovac, Mila
Grahovac, Jovana
Jokić, Aleksandar
author_facet Dmitrović, Selena
Pajčin, Ivana
Lukić, Nataša
Vlajkov, Vanja
Grahovac, Mila
Grahovac, Jovana
Jokić, Aleksandar
author_sort Dmitrović, Selena
collection PubMed
description Degradation of environment is a challenge to crop production around the world. Biological control of various plant diseases using antagonistic bacteria is an encouraging alternative to traditionally used chemical control strategies. Chitosan as a well-known natural flocculation agent also exhibits antimicrobial activity. The goal of this study was to investigate a dual nature of chitosan in flocculation of Bacillus sp. BioSol021 cultivation broth intended for biocontrol applications. Experiments were performed based on L(18) standard Taguchi orthogonal array design with five input parameters (chitosan type and dosage, pH value, rapid and slow mixing rates). In this study, the grey relational analysis was used to perform multi-objective optimization of the chosen responses, i.e., flocculation efficiency and four inhibition zone diameters against the selected phytopathogens. The results have indicated a great potential of a highly efficient method for removal of the Bacillus bacteria from the cultivation broth using chitosan. The good flocculation efficiency and high precipitate antimicrobial activity against the selected phytopathogens were achieved. It has been shown that multiple flocculation performance parameters were improved, resulting in slightly improved response values.
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spelling pubmed-94130042022-08-27 Taguchi Grey Relational Analysis for Multi-Response Optimization of Bacillus Bacteria Flocculation Recovery from Fermented Broth by Chitosan to Enhance Biocontrol Efficiency Dmitrović, Selena Pajčin, Ivana Lukić, Nataša Vlajkov, Vanja Grahovac, Mila Grahovac, Jovana Jokić, Aleksandar Polymers (Basel) Article Degradation of environment is a challenge to crop production around the world. Biological control of various plant diseases using antagonistic bacteria is an encouraging alternative to traditionally used chemical control strategies. Chitosan as a well-known natural flocculation agent also exhibits antimicrobial activity. The goal of this study was to investigate a dual nature of chitosan in flocculation of Bacillus sp. BioSol021 cultivation broth intended for biocontrol applications. Experiments were performed based on L(18) standard Taguchi orthogonal array design with five input parameters (chitosan type and dosage, pH value, rapid and slow mixing rates). In this study, the grey relational analysis was used to perform multi-objective optimization of the chosen responses, i.e., flocculation efficiency and four inhibition zone diameters against the selected phytopathogens. The results have indicated a great potential of a highly efficient method for removal of the Bacillus bacteria from the cultivation broth using chitosan. The good flocculation efficiency and high precipitate antimicrobial activity against the selected phytopathogens were achieved. It has been shown that multiple flocculation performance parameters were improved, resulting in slightly improved response values. MDPI 2022-08-12 /pmc/articles/PMC9413004/ /pubmed/36015554 http://dx.doi.org/10.3390/polym14163282 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Dmitrović, Selena
Pajčin, Ivana
Lukić, Nataša
Vlajkov, Vanja
Grahovac, Mila
Grahovac, Jovana
Jokić, Aleksandar
Taguchi Grey Relational Analysis for Multi-Response Optimization of Bacillus Bacteria Flocculation Recovery from Fermented Broth by Chitosan to Enhance Biocontrol Efficiency
title Taguchi Grey Relational Analysis for Multi-Response Optimization of Bacillus Bacteria Flocculation Recovery from Fermented Broth by Chitosan to Enhance Biocontrol Efficiency
title_full Taguchi Grey Relational Analysis for Multi-Response Optimization of Bacillus Bacteria Flocculation Recovery from Fermented Broth by Chitosan to Enhance Biocontrol Efficiency
title_fullStr Taguchi Grey Relational Analysis for Multi-Response Optimization of Bacillus Bacteria Flocculation Recovery from Fermented Broth by Chitosan to Enhance Biocontrol Efficiency
title_full_unstemmed Taguchi Grey Relational Analysis for Multi-Response Optimization of Bacillus Bacteria Flocculation Recovery from Fermented Broth by Chitosan to Enhance Biocontrol Efficiency
title_short Taguchi Grey Relational Analysis for Multi-Response Optimization of Bacillus Bacteria Flocculation Recovery from Fermented Broth by Chitosan to Enhance Biocontrol Efficiency
title_sort taguchi grey relational analysis for multi-response optimization of bacillus bacteria flocculation recovery from fermented broth by chitosan to enhance biocontrol efficiency
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9413004/
https://www.ncbi.nlm.nih.gov/pubmed/36015554
http://dx.doi.org/10.3390/polym14163282
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