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Glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases
Β-glucosidases are key enzymes used in second-generation biofuel production. They act in the last step of the lignocellulose saccharification, converting cellobiose in glucose. However, most of the β-glucosidases are inhibited by high glucose concentrations, which turns it a limiting step for indust...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7329481/ https://www.ncbi.nlm.nih.gov/pubmed/32611314 http://dx.doi.org/10.1186/s12860-020-00293-y |
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author | Mariano, Diego Pantuza, Naiara Santos, Lucianna H. Rocha, Rafael E. O. de Lima, Leonardo H. F. Bleicher, Lucas de Melo-Minardi, Raquel Cardoso |
author_facet | Mariano, Diego Pantuza, Naiara Santos, Lucianna H. Rocha, Rafael E. O. de Lima, Leonardo H. F. Bleicher, Lucas de Melo-Minardi, Raquel Cardoso |
author_sort | Mariano, Diego |
collection | PubMed |
description | Β-glucosidases are key enzymes used in second-generation biofuel production. They act in the last step of the lignocellulose saccharification, converting cellobiose in glucose. However, most of the β-glucosidases are inhibited by high glucose concentrations, which turns it a limiting step for industrial production. Thus, β-glucosidases have been targeted by several studies aiming to understand the mechanism of glucose tolerance, pH and thermal resistance for constructing more efficient enzymes. In this paper, we present a database of β-glucosidase structures, called Glutantβase. Our database includes 3842 GH1 β-glucosidase sequences collected from UniProt. We modeled the sequences by comparison and predicted important features in the 3D-structure of each enzyme. Glutantβase provides information about catalytic and conserved amino acids, residues of the coevolution network, protein secondary structure, and residues located in the channel that guides to the active site. We also analyzed the impact of beneficial mutations reported in the literature, predicted in analogous positions, for similar enzymes. We suggested these mutations based on six previously described mutants that showed high catalytic activity, glucose tolerance, or thermostability (A404V, E96K, H184F, H228T, L441F, and V174C). Then, we used molecular docking to verify the impact of the suggested mutations in the affinity of protein and ligands (substrate and product). Our results suggest that only mutations based on the H228T mutant can reduce the affinity for glucose (product) and increase affinity for cellobiose (substrate), which indicates an increment in the resistance to product inhibition and agrees with computational and experimental results previously reported in the literature. More resistant β-glucosidases are essential to saccharification in industrial applications. However, thermostable and glucose-tolerant β-glucosidases are rare, and their glucose tolerance mechanisms appear to be related to multiple and complex factors. We gather here, a set of information, and made predictions aiming to provide a tool for supporting the rational design of more efficient β-glucosidases. We hope that Glutantβase can help improve second-generation biofuel production. Glutantβase is available at http://bioinfo.dcc.ufmg.br/glutantbase. |
format | Online Article Text |
id | pubmed-7329481 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73294812020-07-02 Glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases Mariano, Diego Pantuza, Naiara Santos, Lucianna H. Rocha, Rafael E. O. de Lima, Leonardo H. F. Bleicher, Lucas de Melo-Minardi, Raquel Cardoso BMC Mol Cell Biol Database Β-glucosidases are key enzymes used in second-generation biofuel production. They act in the last step of the lignocellulose saccharification, converting cellobiose in glucose. However, most of the β-glucosidases are inhibited by high glucose concentrations, which turns it a limiting step for industrial production. Thus, β-glucosidases have been targeted by several studies aiming to understand the mechanism of glucose tolerance, pH and thermal resistance for constructing more efficient enzymes. In this paper, we present a database of β-glucosidase structures, called Glutantβase. Our database includes 3842 GH1 β-glucosidase sequences collected from UniProt. We modeled the sequences by comparison and predicted important features in the 3D-structure of each enzyme. Glutantβase provides information about catalytic and conserved amino acids, residues of the coevolution network, protein secondary structure, and residues located in the channel that guides to the active site. We also analyzed the impact of beneficial mutations reported in the literature, predicted in analogous positions, for similar enzymes. We suggested these mutations based on six previously described mutants that showed high catalytic activity, glucose tolerance, or thermostability (A404V, E96K, H184F, H228T, L441F, and V174C). Then, we used molecular docking to verify the impact of the suggested mutations in the affinity of protein and ligands (substrate and product). Our results suggest that only mutations based on the H228T mutant can reduce the affinity for glucose (product) and increase affinity for cellobiose (substrate), which indicates an increment in the resistance to product inhibition and agrees with computational and experimental results previously reported in the literature. More resistant β-glucosidases are essential to saccharification in industrial applications. However, thermostable and glucose-tolerant β-glucosidases are rare, and their glucose tolerance mechanisms appear to be related to multiple and complex factors. We gather here, a set of information, and made predictions aiming to provide a tool for supporting the rational design of more efficient β-glucosidases. We hope that Glutantβase can help improve second-generation biofuel production. Glutantβase is available at http://bioinfo.dcc.ufmg.br/glutantbase. BioMed Central 2020-07-01 /pmc/articles/PMC7329481/ /pubmed/32611314 http://dx.doi.org/10.1186/s12860-020-00293-y Text en © The Author(s) 2020 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Database Mariano, Diego Pantuza, Naiara Santos, Lucianna H. Rocha, Rafael E. O. de Lima, Leonardo H. F. Bleicher, Lucas de Melo-Minardi, Raquel Cardoso Glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases |
title | Glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases |
title_full | Glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases |
title_fullStr | Glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases |
title_full_unstemmed | Glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases |
title_short | Glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases |
title_sort | glutantβase: a database for improving the rational design of glucose-tolerant β-glucosidases |
topic | Database |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7329481/ https://www.ncbi.nlm.nih.gov/pubmed/32611314 http://dx.doi.org/10.1186/s12860-020-00293-y |
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