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A metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins

There are significant environmental and health concerns associated with the current inefficient plastic recycling process. This study presents the first integrated reference catalog of plastic-contaminated environments obtained using an insilico workflow that could play a significant role in discove...

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Autores principales: Jahanshahi, Donya Afshar, Ariaeenejad, Shohreh, Kavousi, Kaveh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10519993/
https://www.ncbi.nlm.nih.gov/pubmed/37749380
http://dx.doi.org/10.1038/s41598-023-43042-9
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author Jahanshahi, Donya Afshar
Ariaeenejad, Shohreh
Kavousi, Kaveh
author_facet Jahanshahi, Donya Afshar
Ariaeenejad, Shohreh
Kavousi, Kaveh
author_sort Jahanshahi, Donya Afshar
collection PubMed
description There are significant environmental and health concerns associated with the current inefficient plastic recycling process. This study presents the first integrated reference catalog of plastic-contaminated environments obtained using an insilico workflow that could play a significant role in discovering new plastizymes. Here, we combined 66 whole metagenomic data from plastic-contaminated environment samples from four previously collected metagenome data with our new sample. In this study, an integrated plastic-contaminated environment gene, protein, taxa, and plastic degrading enzyme catalog (PDEC) was constructed. These catalogs contain 53,300,583 non-redundant genes and proteins, 691 metagenome-assembled genomes, and 136,654 plastizymes. Based on KEGG and eggNOG annotations, 42% of recognized genes lack annotations, indicating their functions remain elusive and warrant further investigation. Additionally, the PDEC catalog highlights hydrolases, peroxidases, and cutinases as the prevailing plastizymes. Ultimately, following multiple validation procedures, our effort focused on pinpointing enzymes that exhibited the highest similarity to the introduced plastizymes in terms of both sequence and three-dimensional structural aspects. This encompassed evaluating the linear composition of constituent units as well as the complex spatial conformation of the molecule. The resulting catalog is expected to improve the resolution of future multi-omics studies, providing new insights into plastic-pollution related research.
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spelling pubmed-105199932023-09-27 A metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins Jahanshahi, Donya Afshar Ariaeenejad, Shohreh Kavousi, Kaveh Sci Rep Article There are significant environmental and health concerns associated with the current inefficient plastic recycling process. This study presents the first integrated reference catalog of plastic-contaminated environments obtained using an insilico workflow that could play a significant role in discovering new plastizymes. Here, we combined 66 whole metagenomic data from plastic-contaminated environment samples from four previously collected metagenome data with our new sample. In this study, an integrated plastic-contaminated environment gene, protein, taxa, and plastic degrading enzyme catalog (PDEC) was constructed. These catalogs contain 53,300,583 non-redundant genes and proteins, 691 metagenome-assembled genomes, and 136,654 plastizymes. Based on KEGG and eggNOG annotations, 42% of recognized genes lack annotations, indicating their functions remain elusive and warrant further investigation. Additionally, the PDEC catalog highlights hydrolases, peroxidases, and cutinases as the prevailing plastizymes. Ultimately, following multiple validation procedures, our effort focused on pinpointing enzymes that exhibited the highest similarity to the introduced plastizymes in terms of both sequence and three-dimensional structural aspects. This encompassed evaluating the linear composition of constituent units as well as the complex spatial conformation of the molecule. The resulting catalog is expected to improve the resolution of future multi-omics studies, providing new insights into plastic-pollution related research. Nature Publishing Group UK 2023-09-25 /pmc/articles/PMC10519993/ /pubmed/37749380 http://dx.doi.org/10.1038/s41598-023-43042-9 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 Article
Jahanshahi, Donya Afshar
Ariaeenejad, Shohreh
Kavousi, Kaveh
A metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins
title A metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins
title_full A metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins
title_fullStr A metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins
title_full_unstemmed A metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins
title_short A metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins
title_sort metagenomic catalog for exploring the plastizymes landscape covering taxa, genes, and proteins
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10519993/
https://www.ncbi.nlm.nih.gov/pubmed/37749380
http://dx.doi.org/10.1038/s41598-023-43042-9
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