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In silico characterization of the GH5-cellulase family from uncultured microorganisms: physicochemical and structural studies
BACKGROUND: Hydrolysis of cellulose-based biomass by cellulases produce fermented sugar for making biofuels, such as bioethanol. Cellulases hydrolyze the β-1,4-glycosidic linkage of cellulose and can be obtained from cultured and uncultured microorganisms. Uncultured microorganisms are a source for...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Berlin Heidelberg
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484414/ https://www.ncbi.nlm.nih.gov/pubmed/34591195 http://dx.doi.org/10.1186/s43141-021-00236-w |
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author | Sanjaya, Rahmat Eko Putri, Kartika Dwi Asni Kurniati, Anita Rohman, Ali Puspaningsih, Ni Nyoman Tri |
author_facet | Sanjaya, Rahmat Eko Putri, Kartika Dwi Asni Kurniati, Anita Rohman, Ali Puspaningsih, Ni Nyoman Tri |
author_sort | Sanjaya, Rahmat Eko |
collection | PubMed |
description | BACKGROUND: Hydrolysis of cellulose-based biomass by cellulases produce fermented sugar for making biofuels, such as bioethanol. Cellulases hydrolyze the β-1,4-glycosidic linkage of cellulose and can be obtained from cultured and uncultured microorganisms. Uncultured microorganisms are a source for exploring novel cellulase genes through the metagenomic approach. Metagenomics concerns the extraction, cloning, and analysis of the entire genetic complement of a habitat without cultivating microbes. The glycoside hydrolase 5 family (GH5) is a cellulase family, as the largest group of glycoside hydrolases. Numerous variants of GH5-cellulase family have been identified through the metagenomic approach, including CelGH5 in this study. University-CoE-Research Center for Biomolecule Engineering, Universitas Airlangga successfully isolated CelGH5 from waste decomposition of oil palm empty fruit bunches (OPEFB) soil by metagenomics approach. The properties and structural characteristics of GH5-cellulases from uncultured microorganisms can be studied using computational tools and software. RESULTS: The GH5-cellulase family from uncultured microorganisms was characterized using standard computational-based tools. The amino acid sequences and 3D-protein structures were retrieved from the GenBank Database and Protein Data Bank. The physicochemical analysis revealed the sequence length was roughly 332–751 amino acids, with the molecular weight range around 37–83 kDa, dominantly negative charges with pI values below 7. Alanine was the most abundant amino acid making up the GH5-cellulase family and the percentage of hydrophobic amino acids was more than hydrophilic. Interestingly, ten endopeptidases with the highest average number of cleavage sites were found. Another uniqueness demonstrated that there was also a difference in stability between in silico and wet lab. The II values indicated CelGH5 and ACA61162.1 as unstable enzymes, while the wet lab showed they were stable at broad pH range. The program of SOPMA, PDBsum, ProSA, and SAVES provided the secondary and tertiary structure analysis. The predominant secondary structure was the random coil, and tertiary structure has fulfilled the structure quality of QMEAN4, ERRAT, Ramachandran plot, and Z score. CONCLUSION: This study can afford the new insights about the physicochemical and structural properties of the GH5-cellulase family from uncultured microorganisms. Furthermore, in silico analysis could be valuable in selecting a highly efficient cellulases for enhanced enzyme production. |
format | Online Article Text |
id | pubmed-8484414 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-84844142021-10-08 In silico characterization of the GH5-cellulase family from uncultured microorganisms: physicochemical and structural studies Sanjaya, Rahmat Eko Putri, Kartika Dwi Asni Kurniati, Anita Rohman, Ali Puspaningsih, Ni Nyoman Tri J Genet Eng Biotechnol Research BACKGROUND: Hydrolysis of cellulose-based biomass by cellulases produce fermented sugar for making biofuels, such as bioethanol. Cellulases hydrolyze the β-1,4-glycosidic linkage of cellulose and can be obtained from cultured and uncultured microorganisms. Uncultured microorganisms are a source for exploring novel cellulase genes through the metagenomic approach. Metagenomics concerns the extraction, cloning, and analysis of the entire genetic complement of a habitat without cultivating microbes. The glycoside hydrolase 5 family (GH5) is a cellulase family, as the largest group of glycoside hydrolases. Numerous variants of GH5-cellulase family have been identified through the metagenomic approach, including CelGH5 in this study. University-CoE-Research Center for Biomolecule Engineering, Universitas Airlangga successfully isolated CelGH5 from waste decomposition of oil palm empty fruit bunches (OPEFB) soil by metagenomics approach. The properties and structural characteristics of GH5-cellulases from uncultured microorganisms can be studied using computational tools and software. RESULTS: The GH5-cellulase family from uncultured microorganisms was characterized using standard computational-based tools. The amino acid sequences and 3D-protein structures were retrieved from the GenBank Database and Protein Data Bank. The physicochemical analysis revealed the sequence length was roughly 332–751 amino acids, with the molecular weight range around 37–83 kDa, dominantly negative charges with pI values below 7. Alanine was the most abundant amino acid making up the GH5-cellulase family and the percentage of hydrophobic amino acids was more than hydrophilic. Interestingly, ten endopeptidases with the highest average number of cleavage sites were found. Another uniqueness demonstrated that there was also a difference in stability between in silico and wet lab. The II values indicated CelGH5 and ACA61162.1 as unstable enzymes, while the wet lab showed they were stable at broad pH range. The program of SOPMA, PDBsum, ProSA, and SAVES provided the secondary and tertiary structure analysis. The predominant secondary structure was the random coil, and tertiary structure has fulfilled the structure quality of QMEAN4, ERRAT, Ramachandran plot, and Z score. CONCLUSION: This study can afford the new insights about the physicochemical and structural properties of the GH5-cellulase family from uncultured microorganisms. Furthermore, in silico analysis could be valuable in selecting a highly efficient cellulases for enhanced enzyme production. Springer Berlin Heidelberg 2021-09-30 /pmc/articles/PMC8484414/ /pubmed/34591195 http://dx.doi.org/10.1186/s43141-021-00236-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Sanjaya, Rahmat Eko Putri, Kartika Dwi Asni Kurniati, Anita Rohman, Ali Puspaningsih, Ni Nyoman Tri In silico characterization of the GH5-cellulase family from uncultured microorganisms: physicochemical and structural studies |
title | In silico characterization of the GH5-cellulase family from uncultured microorganisms: physicochemical and structural studies |
title_full | In silico characterization of the GH5-cellulase family from uncultured microorganisms: physicochemical and structural studies |
title_fullStr | In silico characterization of the GH5-cellulase family from uncultured microorganisms: physicochemical and structural studies |
title_full_unstemmed | In silico characterization of the GH5-cellulase family from uncultured microorganisms: physicochemical and structural studies |
title_short | In silico characterization of the GH5-cellulase family from uncultured microorganisms: physicochemical and structural studies |
title_sort | in silico characterization of the gh5-cellulase family from uncultured microorganisms: physicochemical and structural studies |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484414/ https://www.ncbi.nlm.nih.gov/pubmed/34591195 http://dx.doi.org/10.1186/s43141-021-00236-w |
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