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Functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples
ABSTRACT: The renewable, abundant , and low-cost nature of lignocellulosic biomass can play an important role in the sustainable production of bioenergy and several added-value bioproducts, thus providing alternative solutions to counteract the global energetic and industrial demands. The efficient...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10390414/ https://www.ncbi.nlm.nih.gov/pubmed/37417976 http://dx.doi.org/10.1007/s00253-023-12627-9 |
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author | Santos-Pereira, Cátia Sousa, Joana Costa, Ângela M. A. Santos, Andréia O. Rito, Teresa Soares, Pedro Franco-Duarte, Ricardo Silvério, Sara C. Rodrigues, Lígia R. |
author_facet | Santos-Pereira, Cátia Sousa, Joana Costa, Ângela M. A. Santos, Andréia O. Rito, Teresa Soares, Pedro Franco-Duarte, Ricardo Silvério, Sara C. Rodrigues, Lígia R. |
author_sort | Santos-Pereira, Cátia |
collection | PubMed |
description | ABSTRACT: The renewable, abundant , and low-cost nature of lignocellulosic biomass can play an important role in the sustainable production of bioenergy and several added-value bioproducts, thus providing alternative solutions to counteract the global energetic and industrial demands. The efficient conversion of lignocellulosic biomass greatly relies on the catalytic activity of carbohydrate-active enzymes (CAZymes). Finding novel and robust biocatalysts, capable of being active under harsh industrial conditions, is thus imperative to achieve an economically feasible process. In this study, thermophilic compost samples from three Portuguese companies were collected, and their metagenomic DNA was extracted and sequenced through shotgun sequencing. A novel multi-step bioinformatic pipeline was developed to find CAZymes and characterize the taxonomic and functional profiles of the microbial communities, using both reads and metagenome-assembled genomes (MAGs) as input. The samples’ microbiome was dominated by bacteria, where the classes Gammaproteobacteria, Alphaproteobacteria, and Balneolia stood out for their higher abundance, indicating that the degradation of compost biomass is mainly driven by bacterial enzymatic activity. Furthermore, the functional studies revealed that our samples are a rich reservoir of glycoside hydrolases (GH), particularly of GH5 and GH9 cellulases, and GH3 oligosaccharide-degrading enzymes. We further constructed metagenomic fosmid libraries with the compost DNA and demonstrated that a great number of clones exhibited β-glucosidase activity. The comparison of our samples with others from the literature showed that, independently of the composition and process conditions, composting is an excellent source of lignocellulose-degrading enzymes. To the best of our knowledge, this is the first comparative study on the CAZyme abundance and taxonomic/functional profiles of Portuguese compost samples. KEY POINTS: • Sequence- and function-based metagenomics were used to find CAZymes in compost samples. • Thermophilic composts proved to be rich in bacterial GH3, GH5, and GH9 enzymes. • Compost-derived fosmid libraries are enriched in clones with β-glucosidase activity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00253-023-12627-9. |
format | Online Article Text |
id | pubmed-10390414 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-103904142023-08-02 Functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples Santos-Pereira, Cátia Sousa, Joana Costa, Ângela M. A. Santos, Andréia O. Rito, Teresa Soares, Pedro Franco-Duarte, Ricardo Silvério, Sara C. Rodrigues, Lígia R. Appl Microbiol Biotechnol Biotechnologically Relevant Enzymes and Proteins ABSTRACT: The renewable, abundant , and low-cost nature of lignocellulosic biomass can play an important role in the sustainable production of bioenergy and several added-value bioproducts, thus providing alternative solutions to counteract the global energetic and industrial demands. The efficient conversion of lignocellulosic biomass greatly relies on the catalytic activity of carbohydrate-active enzymes (CAZymes). Finding novel and robust biocatalysts, capable of being active under harsh industrial conditions, is thus imperative to achieve an economically feasible process. In this study, thermophilic compost samples from three Portuguese companies were collected, and their metagenomic DNA was extracted and sequenced through shotgun sequencing. A novel multi-step bioinformatic pipeline was developed to find CAZymes and characterize the taxonomic and functional profiles of the microbial communities, using both reads and metagenome-assembled genomes (MAGs) as input. The samples’ microbiome was dominated by bacteria, where the classes Gammaproteobacteria, Alphaproteobacteria, and Balneolia stood out for their higher abundance, indicating that the degradation of compost biomass is mainly driven by bacterial enzymatic activity. Furthermore, the functional studies revealed that our samples are a rich reservoir of glycoside hydrolases (GH), particularly of GH5 and GH9 cellulases, and GH3 oligosaccharide-degrading enzymes. We further constructed metagenomic fosmid libraries with the compost DNA and demonstrated that a great number of clones exhibited β-glucosidase activity. The comparison of our samples with others from the literature showed that, independently of the composition and process conditions, composting is an excellent source of lignocellulose-degrading enzymes. To the best of our knowledge, this is the first comparative study on the CAZyme abundance and taxonomic/functional profiles of Portuguese compost samples. KEY POINTS: • Sequence- and function-based metagenomics were used to find CAZymes in compost samples. • Thermophilic composts proved to be rich in bacterial GH3, GH5, and GH9 enzymes. • Compost-derived fosmid libraries are enriched in clones with β-glucosidase activity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00253-023-12627-9. Springer Berlin Heidelberg 2023-07-07 2023 /pmc/articles/PMC10390414/ /pubmed/37417976 http://dx.doi.org/10.1007/s00253-023-12627-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 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 | Biotechnologically Relevant Enzymes and Proteins Santos-Pereira, Cátia Sousa, Joana Costa, Ângela M. A. Santos, Andréia O. Rito, Teresa Soares, Pedro Franco-Duarte, Ricardo Silvério, Sara C. Rodrigues, Lígia R. Functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples |
title | Functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples |
title_full | Functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples |
title_fullStr | Functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples |
title_full_unstemmed | Functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples |
title_short | Functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples |
title_sort | functional and sequence-based metagenomics to uncover carbohydrate-degrading enzymes from composting samples |
topic | Biotechnologically Relevant Enzymes and Proteins |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10390414/ https://www.ncbi.nlm.nih.gov/pubmed/37417976 http://dx.doi.org/10.1007/s00253-023-12627-9 |
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