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In silico Screening Unveil the Great Potential of Ruminal Bacteria Synthesizing Lasso Peptides
Studies of rumen microbial ecology suggest that the capacity to produce antimicrobial peptides could be a useful trait in species competing for ecological niches in the ruminal ecosystem. However, little is known about the synthesis of lasso peptides by ruminal microorganisms. Here we analyzed the d...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7533575/ https://www.ncbi.nlm.nih.gov/pubmed/33072042 http://dx.doi.org/10.3389/fmicb.2020.576738 |
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author | Sabino, Yasmin Neves Vieira de Araújo, Katialaine Corrêa de Assis, Fábia Giovana do Val Moreira, Sofia Magalhães Lopes, Thaynara da Silva Mendes, Tiago Antônio de Oliveira Huws, Sharon Ann Mantovani, Hilário C. |
author_facet | Sabino, Yasmin Neves Vieira de Araújo, Katialaine Corrêa de Assis, Fábia Giovana do Val Moreira, Sofia Magalhães Lopes, Thaynara da Silva Mendes, Tiago Antônio de Oliveira Huws, Sharon Ann Mantovani, Hilário C. |
author_sort | Sabino, Yasmin Neves Vieira |
collection | PubMed |
description | Studies of rumen microbial ecology suggest that the capacity to produce antimicrobial peptides could be a useful trait in species competing for ecological niches in the ruminal ecosystem. However, little is known about the synthesis of lasso peptides by ruminal microorganisms. Here we analyzed the distribution and diversity of lasso peptide gene clusters in 425 bacterial genomes from the rumen ecosystem. Genome mining was performed using antiSMASH 5, BAGEL4, and a database of well-known precursor sequences. The genomic context of the biosynthetic clusters was investigated to identify putative lasA genes and protein sequences from enzymes of the biosynthetic machinery were evaluated to identify conserved motifs. Metatranscriptome analysis evaluated the expression of the biosynthetic genes in the rumen microbiome. Several incomplete (n = 23) and complete (n = 11) putative lasso peptide clusters were detected in the genomes of ruminal bacteria. The complete gene clusters were exclusively found within the phylum Firmicutes, mainly (48%) in strains of the genus Butyrivibrio. The analysis of the genetic organization of complete putative lasso peptide clusters revealed the presence of co-occurring genes, including kinases (85%), transcriptional regulators (49%), and glycosyltransferases (36%). Moreover, a conserved pattern of cluster organization was detected between strains of the same genus/species. The maturation enzymes LasB, LasC, and LasD showed regions highly conserved, including the presence of a transglutaminase core in LasB, an asparagine synthetase domain in LasC, and an ABC-type transporter system in LasD. Phylogenetic trees of the essential biosynthetic proteins revealed that sequences split into monophyletic groups according to their shared single common ancestor. Metatranscriptome analyses indicated the expression of the lasso peptides biosynthetic genes within the active rumen microbiota. Overall, our in silico screening allowed the discovery of novel biosynthetic gene clusters in the genomes of ruminal bacteria and revealed several strains with the genetic potential to synthesize lasso peptides, suggesting that the ruminal microbiota represents a potential source of these promising peptides. |
format | Online Article Text |
id | pubmed-7533575 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75335752020-10-15 In silico Screening Unveil the Great Potential of Ruminal Bacteria Synthesizing Lasso Peptides Sabino, Yasmin Neves Vieira de Araújo, Katialaine Corrêa de Assis, Fábia Giovana do Val Moreira, Sofia Magalhães Lopes, Thaynara da Silva Mendes, Tiago Antônio de Oliveira Huws, Sharon Ann Mantovani, Hilário C. Front Microbiol Microbiology Studies of rumen microbial ecology suggest that the capacity to produce antimicrobial peptides could be a useful trait in species competing for ecological niches in the ruminal ecosystem. However, little is known about the synthesis of lasso peptides by ruminal microorganisms. Here we analyzed the distribution and diversity of lasso peptide gene clusters in 425 bacterial genomes from the rumen ecosystem. Genome mining was performed using antiSMASH 5, BAGEL4, and a database of well-known precursor sequences. The genomic context of the biosynthetic clusters was investigated to identify putative lasA genes and protein sequences from enzymes of the biosynthetic machinery were evaluated to identify conserved motifs. Metatranscriptome analysis evaluated the expression of the biosynthetic genes in the rumen microbiome. Several incomplete (n = 23) and complete (n = 11) putative lasso peptide clusters were detected in the genomes of ruminal bacteria. The complete gene clusters were exclusively found within the phylum Firmicutes, mainly (48%) in strains of the genus Butyrivibrio. The analysis of the genetic organization of complete putative lasso peptide clusters revealed the presence of co-occurring genes, including kinases (85%), transcriptional regulators (49%), and glycosyltransferases (36%). Moreover, a conserved pattern of cluster organization was detected between strains of the same genus/species. The maturation enzymes LasB, LasC, and LasD showed regions highly conserved, including the presence of a transglutaminase core in LasB, an asparagine synthetase domain in LasC, and an ABC-type transporter system in LasD. Phylogenetic trees of the essential biosynthetic proteins revealed that sequences split into monophyletic groups according to their shared single common ancestor. Metatranscriptome analyses indicated the expression of the lasso peptides biosynthetic genes within the active rumen microbiota. Overall, our in silico screening allowed the discovery of novel biosynthetic gene clusters in the genomes of ruminal bacteria and revealed several strains with the genetic potential to synthesize lasso peptides, suggesting that the ruminal microbiota represents a potential source of these promising peptides. Frontiers Media S.A. 2020-09-11 /pmc/articles/PMC7533575/ /pubmed/33072042 http://dx.doi.org/10.3389/fmicb.2020.576738 Text en Copyright © 2020 Sabino, Araújo, Assis, Moreira, Lopes, Mendes, Huws and Mantovani. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Sabino, Yasmin Neves Vieira de Araújo, Katialaine Corrêa de Assis, Fábia Giovana do Val Moreira, Sofia Magalhães Lopes, Thaynara da Silva Mendes, Tiago Antônio de Oliveira Huws, Sharon Ann Mantovani, Hilário C. In silico Screening Unveil the Great Potential of Ruminal Bacteria Synthesizing Lasso Peptides |
title | In silico Screening Unveil the Great Potential of Ruminal Bacteria Synthesizing Lasso Peptides |
title_full | In silico Screening Unveil the Great Potential of Ruminal Bacteria Synthesizing Lasso Peptides |
title_fullStr | In silico Screening Unveil the Great Potential of Ruminal Bacteria Synthesizing Lasso Peptides |
title_full_unstemmed | In silico Screening Unveil the Great Potential of Ruminal Bacteria Synthesizing Lasso Peptides |
title_short | In silico Screening Unveil the Great Potential of Ruminal Bacteria Synthesizing Lasso Peptides |
title_sort | in silico screening unveil the great potential of ruminal bacteria synthesizing lasso peptides |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7533575/ https://www.ncbi.nlm.nih.gov/pubmed/33072042 http://dx.doi.org/10.3389/fmicb.2020.576738 |
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