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Genome-scale reconstruction of Paenarthrobacter aurescens TC1 metabolic model towards the study of atrazine bioremediation

Atrazine is an herbicide and a pollutant of great environmental concern that is naturally biodegraded by microbial communities. Paenarthrobacter aurescens TC1 is one of the most studied degraders of this herbicide. Here, we developed a genome scale metabolic model for P. aurescens TC1, iRZ1179, to s...

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Autores principales: Ofaim, Shany, Zarecki, Raphy, Porob, Seema, Gat, Daniella, Lahav, Tamar, Kashi, Yechezkel, Aly, Radi, Eizenberg, Hanan, Ronen, Zeev, Freilich, Shiri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398907/
https://www.ncbi.nlm.nih.gov/pubmed/32747737
http://dx.doi.org/10.1038/s41598-020-69509-7
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author Ofaim, Shany
Zarecki, Raphy
Porob, Seema
Gat, Daniella
Lahav, Tamar
Kashi, Yechezkel
Aly, Radi
Eizenberg, Hanan
Ronen, Zeev
Freilich, Shiri
author_facet Ofaim, Shany
Zarecki, Raphy
Porob, Seema
Gat, Daniella
Lahav, Tamar
Kashi, Yechezkel
Aly, Radi
Eizenberg, Hanan
Ronen, Zeev
Freilich, Shiri
author_sort Ofaim, Shany
collection PubMed
description Atrazine is an herbicide and a pollutant of great environmental concern that is naturally biodegraded by microbial communities. Paenarthrobacter aurescens TC1 is one of the most studied degraders of this herbicide. Here, we developed a genome scale metabolic model for P. aurescens TC1, iRZ1179, to study the atrazine degradation process at organism level. Constraint based flux balance analysis and time dependent simulations were used to explore the organism’s phenotypic landscape. Simulations aimed at designing media optimized for supporting growth and enhancing degradation, by passing the need in strain design via genetic modifications. Growth and degradation simulations were carried with more than 100 compounds consumed by P. aurescens TC1. In vitro validation confirmed the predicted classification of different compounds as efficient, moderate or poor stimulators of growth. Simulations successfully captured previous reports on the use of glucose and phosphate as bio-stimulators of atrazine degradation, supported by in vitro validation. Model predictions can go beyond supplementing the medium with a single compound and can predict the growth outcomes for higher complexity combinations. Hence, the analysis demonstrates that the exhaustive power of the genome scale metabolic reconstruction allows capturing complexities that are beyond common biochemical expertise and knowledge and further support the importance of computational platforms for the educated design of complex media. The model presented here can potentially serve as a predictive tool towards achieving optimal biodegradation efficiencies and for the development of ecologically friendly solutions for pollutant degradation.
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spelling pubmed-73989072020-08-04 Genome-scale reconstruction of Paenarthrobacter aurescens TC1 metabolic model towards the study of atrazine bioremediation Ofaim, Shany Zarecki, Raphy Porob, Seema Gat, Daniella Lahav, Tamar Kashi, Yechezkel Aly, Radi Eizenberg, Hanan Ronen, Zeev Freilich, Shiri Sci Rep Article Atrazine is an herbicide and a pollutant of great environmental concern that is naturally biodegraded by microbial communities. Paenarthrobacter aurescens TC1 is one of the most studied degraders of this herbicide. Here, we developed a genome scale metabolic model for P. aurescens TC1, iRZ1179, to study the atrazine degradation process at organism level. Constraint based flux balance analysis and time dependent simulations were used to explore the organism’s phenotypic landscape. Simulations aimed at designing media optimized for supporting growth and enhancing degradation, by passing the need in strain design via genetic modifications. Growth and degradation simulations were carried with more than 100 compounds consumed by P. aurescens TC1. In vitro validation confirmed the predicted classification of different compounds as efficient, moderate or poor stimulators of growth. Simulations successfully captured previous reports on the use of glucose and phosphate as bio-stimulators of atrazine degradation, supported by in vitro validation. Model predictions can go beyond supplementing the medium with a single compound and can predict the growth outcomes for higher complexity combinations. Hence, the analysis demonstrates that the exhaustive power of the genome scale metabolic reconstruction allows capturing complexities that are beyond common biochemical expertise and knowledge and further support the importance of computational platforms for the educated design of complex media. The model presented here can potentially serve as a predictive tool towards achieving optimal biodegradation efficiencies and for the development of ecologically friendly solutions for pollutant degradation. Nature Publishing Group UK 2020-08-03 /pmc/articles/PMC7398907/ /pubmed/32747737 http://dx.doi.org/10.1038/s41598-020-69509-7 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Ofaim, Shany
Zarecki, Raphy
Porob, Seema
Gat, Daniella
Lahav, Tamar
Kashi, Yechezkel
Aly, Radi
Eizenberg, Hanan
Ronen, Zeev
Freilich, Shiri
Genome-scale reconstruction of Paenarthrobacter aurescens TC1 metabolic model towards the study of atrazine bioremediation
title Genome-scale reconstruction of Paenarthrobacter aurescens TC1 metabolic model towards the study of atrazine bioremediation
title_full Genome-scale reconstruction of Paenarthrobacter aurescens TC1 metabolic model towards the study of atrazine bioremediation
title_fullStr Genome-scale reconstruction of Paenarthrobacter aurescens TC1 metabolic model towards the study of atrazine bioremediation
title_full_unstemmed Genome-scale reconstruction of Paenarthrobacter aurescens TC1 metabolic model towards the study of atrazine bioremediation
title_short Genome-scale reconstruction of Paenarthrobacter aurescens TC1 metabolic model towards the study of atrazine bioremediation
title_sort genome-scale reconstruction of paenarthrobacter aurescens tc1 metabolic model towards the study of atrazine bioremediation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398907/
https://www.ncbi.nlm.nih.gov/pubmed/32747737
http://dx.doi.org/10.1038/s41598-020-69509-7
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