A Rapid Method for Performing a Multivariate Optimization of Phage Production Using the RCCD Approach

Bacteriophages can be used in various applications, from the classical approach as substitutes for antibiotics (phage therapy) to new biotechnological uses, i.e., as a protein delivery vehicle, a diagnostic tool for specific strains of bacteria (phage typing), or environmental bioremediation. The de...

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Main Authors: Jessica Silva, Roberto Dias, José Ivo Junior, Maraísa Marcelino, Mirelly Silva, Adriele Carmo, Maira Sousa, Cynthia Silva, Sergio de Paula
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Pathogens
Subjects:
Online Access:https://www.mdpi.com/2076-0817/10/9/1100
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spelling doaj-a3801a2eff0e41a4a51d2f2cbbcc0a0f2021-09-26T00:54:11ZengMDPI AGPathogens2076-08172021-08-01101100110010.3390/pathogens10091100A Rapid Method for Performing a Multivariate Optimization of Phage Production Using the RCCD ApproachJessica Silva0Roberto Dias1José Ivo Junior2Maraísa Marcelino3Mirelly Silva4Adriele Carmo5Maira Sousa6Cynthia Silva7Sergio de Paula8Laboratory of Molecular Immunovirology, Department of General Biology, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilLaboratory of Molecular Immunovirology, Department of General Biology, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilDepartment of Statistics, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilLaboratory of Molecular Immunovirology, Department of General Biology, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilLaboratory of Molecular Immunovirology, Department of General Biology, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilLaboratory of Molecular Immunovirology, Department of General Biology, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilLaboratory of Molecular Immunovirology, Department of General Biology, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilDepartment of Microbiology, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilLaboratory of Molecular Immunovirology, Department of General Biology, Federal University of Viçosa, Viçosa, Minas Gerais 36570-900, BrazilBacteriophages can be used in various applications, from the classical approach as substitutes for antibiotics (phage therapy) to new biotechnological uses, i.e., as a protein delivery vehicle, a diagnostic tool for specific strains of bacteria (phage typing), or environmental bioremediation. The demand for bacteriophage production increases daily, and studies that improve these production processes are necessary. This study evaluated the production of a T4-like bacteriophage vB_EcoM-UFV09 (an <i>E. coli</i>-infecting phage with high potential for reducing environmental biofilms) in seven types of culture media (Luria–Bertani broth and the M9 minimal medium with six different carbon sources) employing four cultivation variables (temperature, incubation time, agitation, and multiplicity of infection). For this purpose, the rotatable central composite design (RCCD) methodology was used, combining and comparing all parameters to determine the ideal conditions for starting to scale up the production process. We used the RCCD to set up the experimental design by combining the cultivation parameters in a specific and systematic way. Despite the high number of conditions evaluated, the results showed that when specific conditions were utilized, viral production was effective even when using a minimal medium, such as M9/glucose, which is less expensive and can significantly reduce costs during large-scale phage production.https://www.mdpi.com/2076-0817/10/9/1100bacteriophagebioprocessoptimizationRCCDT4-like phage
collection DOAJ
language English
format Article
sources DOAJ
author Jessica Silva
Roberto Dias
José Ivo Junior
Maraísa Marcelino
Mirelly Silva
Adriele Carmo
Maira Sousa
Cynthia Silva
Sergio de Paula
spellingShingle Jessica Silva
Roberto Dias
José Ivo Junior
Maraísa Marcelino
Mirelly Silva
Adriele Carmo
Maira Sousa
Cynthia Silva
Sergio de Paula
A Rapid Method for Performing a Multivariate Optimization of Phage Production Using the RCCD Approach
Pathogens
bacteriophage
bioprocess
optimization
RCCD
T4-like phage
author_facet Jessica Silva
Roberto Dias
José Ivo Junior
Maraísa Marcelino
Mirelly Silva
Adriele Carmo
Maira Sousa
Cynthia Silva
Sergio de Paula
author_sort Jessica Silva
title A Rapid Method for Performing a Multivariate Optimization of Phage Production Using the RCCD Approach
title_short A Rapid Method for Performing a Multivariate Optimization of Phage Production Using the RCCD Approach
title_full A Rapid Method for Performing a Multivariate Optimization of Phage Production Using the RCCD Approach
title_fullStr A Rapid Method for Performing a Multivariate Optimization of Phage Production Using the RCCD Approach
title_full_unstemmed A Rapid Method for Performing a Multivariate Optimization of Phage Production Using the RCCD Approach
title_sort rapid method for performing a multivariate optimization of phage production using the rccd approach
publisher MDPI AG
series Pathogens
issn 2076-0817
publishDate 2021-08-01
description Bacteriophages can be used in various applications, from the classical approach as substitutes for antibiotics (phage therapy) to new biotechnological uses, i.e., as a protein delivery vehicle, a diagnostic tool for specific strains of bacteria (phage typing), or environmental bioremediation. The demand for bacteriophage production increases daily, and studies that improve these production processes are necessary. This study evaluated the production of a T4-like bacteriophage vB_EcoM-UFV09 (an <i>E. coli</i>-infecting phage with high potential for reducing environmental biofilms) in seven types of culture media (Luria–Bertani broth and the M9 minimal medium with six different carbon sources) employing four cultivation variables (temperature, incubation time, agitation, and multiplicity of infection). For this purpose, the rotatable central composite design (RCCD) methodology was used, combining and comparing all parameters to determine the ideal conditions for starting to scale up the production process. We used the RCCD to set up the experimental design by combining the cultivation parameters in a specific and systematic way. Despite the high number of conditions evaluated, the results showed that when specific conditions were utilized, viral production was effective even when using a minimal medium, such as M9/glucose, which is less expensive and can significantly reduce costs during large-scale phage production.
topic bacteriophage
bioprocess
optimization
RCCD
T4-like phage
url https://www.mdpi.com/2076-0817/10/9/1100
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