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Mathematical modeling for operative improvement of the decoloration of Acid Red 27 by a novel microbial consortium of Trametes versicolor and Pseudomonas putida: A multivariate sensitivity analysis

In this work, it is presented a first approach of a mathematical and kinetic analysis for improving the decoloration and further degradation process of an azo dye named acid red 27 (AR27), by means of a novel microbial consortium formed by the fungus Trametes versicolor and the bacterium Pseudomonas...

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Autores principales: Martínez-Castillo, L.A., González-Ramírez, C.A., Cortazar-Martínez, A., González-Reyes, J.R., Otazo-Sánchez, E.M., Villagómez-Ibarra, J.R., Velázquez-Jiménez, R., Vázquez-Cuevas, G.M., Madariaga-Navarrete, A., Acevedo-Sandoval, O.A., Romo-Gómez, C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10661207/
https://www.ncbi.nlm.nih.gov/pubmed/38027625
http://dx.doi.org/10.1016/j.heliyon.2023.e21793
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author Martínez-Castillo, L.A.
González-Ramírez, C.A.
Cortazar-Martínez, A.
González-Reyes, J.R.
Otazo-Sánchez, E.M.
Villagómez-Ibarra, J.R.
Velázquez-Jiménez, R.
Vázquez-Cuevas, G.M.
Madariaga-Navarrete, A.
Acevedo-Sandoval, O.A.
Romo-Gómez, C.
author_facet Martínez-Castillo, L.A.
González-Ramírez, C.A.
Cortazar-Martínez, A.
González-Reyes, J.R.
Otazo-Sánchez, E.M.
Villagómez-Ibarra, J.R.
Velázquez-Jiménez, R.
Vázquez-Cuevas, G.M.
Madariaga-Navarrete, A.
Acevedo-Sandoval, O.A.
Romo-Gómez, C.
author_sort Martínez-Castillo, L.A.
collection PubMed
description In this work, it is presented a first approach of a mathematical and kinetic analysis for improving the decoloration and further degradation process of an azo dye named acid red 27 (AR27), by means of a novel microbial consortium formed by the fungus Trametes versicolor and the bacterium Pseudomonas putida. A multivariate analysis was carried out by simulating scenarios with different operating conditions and developing a specific mathematical model based on kinetic equations describing all stages of the biological process, from microbial growth and substrate consuming to decoloration and degradation of intermediate compounds. Additionally, a sensitivity analysis was performed by using a factorial design and the Response Surface Method (RSM), for determining individual and interactive effects of variables like, initial glucose concentration, initial dye concentration and the moment in time for bacterial inoculation, on response variables assessed in terms of the minimum time for: full decoloration of AR27 (R(1) = 2.375 days); maximum production of aromatic metabolites (R(2) = 1.575 days); and full depletion of aromatic metabolites (R(3) = 12.9 days). Using RSM the following conditions improved the biological process, being: an initial glucose concentration of 20 g l(-1), an initial AR27 concentration of 0.2 g l(-1) and an inoculation moment in time of P. putida at day 1. The mathematical model is a feasible tool for describing AR27 decoloration and its further degradation by the microbial consortium of T. versicolor and P. putida, this model will also work as a mathematical basis for designing novel bio-reaction systems than can operate with the same principle of the described consortium.
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spelling pubmed-106612072023-10-31 Mathematical modeling for operative improvement of the decoloration of Acid Red 27 by a novel microbial consortium of Trametes versicolor and Pseudomonas putida: A multivariate sensitivity analysis Martínez-Castillo, L.A. González-Ramírez, C.A. Cortazar-Martínez, A. González-Reyes, J.R. Otazo-Sánchez, E.M. Villagómez-Ibarra, J.R. Velázquez-Jiménez, R. Vázquez-Cuevas, G.M. Madariaga-Navarrete, A. Acevedo-Sandoval, O.A. Romo-Gómez, C. Heliyon Research Article In this work, it is presented a first approach of a mathematical and kinetic analysis for improving the decoloration and further degradation process of an azo dye named acid red 27 (AR27), by means of a novel microbial consortium formed by the fungus Trametes versicolor and the bacterium Pseudomonas putida. A multivariate analysis was carried out by simulating scenarios with different operating conditions and developing a specific mathematical model based on kinetic equations describing all stages of the biological process, from microbial growth and substrate consuming to decoloration and degradation of intermediate compounds. Additionally, a sensitivity analysis was performed by using a factorial design and the Response Surface Method (RSM), for determining individual and interactive effects of variables like, initial glucose concentration, initial dye concentration and the moment in time for bacterial inoculation, on response variables assessed in terms of the minimum time for: full decoloration of AR27 (R(1) = 2.375 days); maximum production of aromatic metabolites (R(2) = 1.575 days); and full depletion of aromatic metabolites (R(3) = 12.9 days). Using RSM the following conditions improved the biological process, being: an initial glucose concentration of 20 g l(-1), an initial AR27 concentration of 0.2 g l(-1) and an inoculation moment in time of P. putida at day 1. The mathematical model is a feasible tool for describing AR27 decoloration and its further degradation by the microbial consortium of T. versicolor and P. putida, this model will also work as a mathematical basis for designing novel bio-reaction systems than can operate with the same principle of the described consortium. Elsevier 2023-10-31 /pmc/articles/PMC10661207/ /pubmed/38027625 http://dx.doi.org/10.1016/j.heliyon.2023.e21793 Text en © 2023 The Authors https://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 Article
Martínez-Castillo, L.A.
González-Ramírez, C.A.
Cortazar-Martínez, A.
González-Reyes, J.R.
Otazo-Sánchez, E.M.
Villagómez-Ibarra, J.R.
Velázquez-Jiménez, R.
Vázquez-Cuevas, G.M.
Madariaga-Navarrete, A.
Acevedo-Sandoval, O.A.
Romo-Gómez, C.
Mathematical modeling for operative improvement of the decoloration of Acid Red 27 by a novel microbial consortium of Trametes versicolor and Pseudomonas putida: A multivariate sensitivity analysis
title Mathematical modeling for operative improvement of the decoloration of Acid Red 27 by a novel microbial consortium of Trametes versicolor and Pseudomonas putida: A multivariate sensitivity analysis
title_full Mathematical modeling for operative improvement of the decoloration of Acid Red 27 by a novel microbial consortium of Trametes versicolor and Pseudomonas putida: A multivariate sensitivity analysis
title_fullStr Mathematical modeling for operative improvement of the decoloration of Acid Red 27 by a novel microbial consortium of Trametes versicolor and Pseudomonas putida: A multivariate sensitivity analysis
title_full_unstemmed Mathematical modeling for operative improvement of the decoloration of Acid Red 27 by a novel microbial consortium of Trametes versicolor and Pseudomonas putida: A multivariate sensitivity analysis
title_short Mathematical modeling for operative improvement of the decoloration of Acid Red 27 by a novel microbial consortium of Trametes versicolor and Pseudomonas putida: A multivariate sensitivity analysis
title_sort mathematical modeling for operative improvement of the decoloration of acid red 27 by a novel microbial consortium of trametes versicolor and pseudomonas putida: a multivariate sensitivity analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10661207/
https://www.ncbi.nlm.nih.gov/pubmed/38027625
http://dx.doi.org/10.1016/j.heliyon.2023.e21793
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