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Covas C, Figueiredo G, Gomes M, Santos T, Mendo S, Caetano TS. The Pangenome of Gram-Negative Environmental Bacteria Hides a Promising Biotechnological Potential. Microorganisms 2023; 11:2445. [PMID: 37894103 PMCID: PMC10609062 DOI: 10.3390/microorganisms11102445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 09/18/2023] [Accepted: 09/22/2023] [Indexed: 10/29/2023] Open
Abstract
Secondary metabolites (SMs) from environmental bacteria offer viable solutions for various health and environmental challenges. Researchers are employing advanced bioinformatic tools to investigate less-explored microorganisms and unearth novel bioactive compounds. In this research area, our understanding of SMs from environmental Gram-negative bacteria lags behind that of its Gram-positive counterparts. In this regard, Pedobacter spp. have recently gained attention, not only for their role as plant growth promoters but also for their potential in producing antimicrobials. This study focuses on the genomic analysis of Pedobacter spp. to unveil the diversity of the SMs encoded in their genomes. Among the 41 genomes analyzed, a total of 233 biosynthetic gene clusters (BGCs) were identified, revealing the potential for the production of diverse SMs, including RiPPs (27%), terpenes (22%), hybrid SMs (17%), PKs (12%), NRPs (9%) and siderophores (6%). Overall, BGC distribution did not correlate with phylogenetic lineage and most of the BGCs showed no significant hits in the MIBiG database, emphasizing the uniqueness of the compounds that Pedobacter spp. can produce. Of all the species examined, P. cryoconitis and P. lusitanus stood out for having the highest number and diversity of BGCs. Focusing on their applicability and ecological functions, we investigated in greater detail the BGCs responsible for siderophore and terpenoid production in these species and their relatives. Our findings suggest that P. cryoconitis and P. lusitanus have the potential to produce novel mixtures of siderophores, involving bifunctional IucAC/AcD NIS synthetases, as well as carotenoids and squalene. This study highlights the biotechnological potential of Pedobacter spp. in medicine, agriculture and other industries, emphasizing the need for a continued exploration of its SMs and their applications.
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Affiliation(s)
| | | | | | | | | | - Tânia S. Caetano
- CESAM and Department of Biology, University of Aveiro, 3810-193 Aveiro, Portugal; (C.C.); (G.F.); (S.M.)
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Figueiredo G, Costa CP, Lourenço J, Caetano T, Rocha SM, Mendo S. Linking Pedobacter lusitanus NL19 volatile exometabolome with growth medium composition: what can we learn using comprehensive two-dimensional gas chromatography coupled to time-of-flight mass spectrometry? Anal Bioanal Chem 2023; 415:2613-2627. [PMID: 36631573 PMCID: PMC10149447 DOI: 10.1007/s00216-022-04505-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 12/12/2022] [Accepted: 12/22/2022] [Indexed: 01/13/2023]
Abstract
Microbial metabolomics allows understanding and to comprehensively analyse metabolites, and their related cellular and metabolic processes, that are produced and released to the extracellular environment under specific conditions. In that regard, the main objective of this research is to understand the impact of culture media changes in the metabolic profile of Pedobacter lusitanus NL19 (NL19) and Pedobacter himalayensis MTCC 6384 (MTCC6384) and respective influence on the production of biotechnologically relevant compounds. Solid-phase microextraction combined with comprehensive two-dimensional gas chromatography coupled to time-of-flight mass spectrometry with time-of-flight analyser (GC × GC-ToFMS) was applied to comprehensively study the metabolites produced by NL19 and MTCC6384 both in tryptic soy broth 100% (TSB100) and tryptic soy broth with 25% casein peptone (PC25). A total of 320 metabolites were putatively identified, which belong to different chemical families: alcohols, aldehydes, esters, ethers, hydrocarbons, ketones, nitrogen compounds, sulphur compounds, monoterpenes, and sesquiterpenes. Metabolites that were statistically different from the control (sterile medium) were selected allowing for the construction of the metabolic profile of both strains. A set of 80 metabolites was tentatively associated to the metabolic pathways such as the metabolism of fatty acids, branched-chain aminoacids, phenylalanine, methionine, aromatic compounds, and monoterpene and sesquiterpene biosynthesis. This study allowed to better understand how slight changes of the culture media and thus the composition of nutrients impair the metabolic profile of bacteria, which may be further explored for metabolomics pipeline construction or biotechnological applications.
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Affiliation(s)
- Gonçalo Figueiredo
- Department of Biology & CESAM, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Carina Pedrosa Costa
- Department of Chemistry & LAQV-REQUIMTE, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Joana Lourenço
- Department of Biology & CESAM, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Tânia Caetano
- Department of Biology & CESAM, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Sílvia M Rocha
- Department of Chemistry & LAQV-REQUIMTE, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal.
| | - Sónia Mendo
- Department of Biology & CESAM, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal.
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Brinkmann S, Spohn MS, Schäberle TF. Bioactive natural products from Bacteroidetes. Nat Prod Rep 2022; 39:1045-1065. [PMID: 35315462 DOI: 10.1039/d1np00072a] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Covering: up to end of January 2022Bacteria representing the phylum Bacteroidetes produce a diverse range of natural products, including polyketides, peptides and lactams. Here, we discuss unique aspects of the bioactive compounds discovered thus far, and the corresponding biosynthetic pathways if known, providing a comprehensive overview of the Bacteroidetes as a natural product reservoir.
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Affiliation(s)
- Stephan Brinkmann
- Fraunhofer Institute for Molecular Biology and Applied Ecology (IME), Branch for Bioresources, 35392 Giessen, Germany.
| | - Marius S Spohn
- Fraunhofer Institute for Molecular Biology and Applied Ecology (IME), Branch for Bioresources, 35392 Giessen, Germany.
| | - Till F Schäberle
- Fraunhofer Institute for Molecular Biology and Applied Ecology (IME), Branch for Bioresources, 35392 Giessen, Germany. .,Institute for Insect Biotechnology, Justus Liebig University of Giessen, 35392 Giessen, Germany.,German Centre for Infection Research (DZIF), Partner Site Giessen-Marburg-Langen, Giessen, Germany
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C C, A V, B A, J L, G F, L FO, S M, T C. Nitrogen source as a modulator of the metabolic activity of Pedobacter lusitanus NL19: a transcriptomic approach. Appl Microbiol Biotechnol 2022; 106:1583-1597. [PMID: 35122154 DOI: 10.1007/s00253-022-11796-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 01/19/2022] [Accepted: 01/21/2022] [Indexed: 11/02/2022]
Abstract
Secondary metabolites (SMs) are compounds with relevant biological activities. Their production under laboratory conditions, especially in broth, is still challenging. An example is the pedopeptins, which are nonribosomal peptides active against some bacteria listed by the WHO for which new antibiotics are urgently needed. Their biosynthesis is inhibited by high concentrations of peptone from casein (PC) in tryptic soy broth (TSB), and we applied a RNA-seq approach to identify Pedobacter lusitanus NL19 cellular pathways modulated by this condition. Results were validated by qPCR and revealed 261 differentially expressed genes (DEGs), 46.3% of them with a predicted biological function. Specifically, high concentration of PC significantly repressed the de novo biosynthesis of biotin (- 60X) and the production of nonribosomal peptide synthetases (NRPS) of pedopeptins (about - 14X), but no effect was observed on the expression of other NRPS. Transcription of a L-Dap synthesis operon that includes a protein with a σ70-like domain was also reduced (about - 7X). High concentrations of PC led to a significant overexpression of MFS and RND efflux pumps and a ferrous iron uptake system, suggesting the redirection of cell machinery to export compounds such as amino acids, sugars and metal divalent cations, alongside with a slight increase of iron import. KEY POINTS: • Higher concentrations of phosphate sources highly repress many operons • High concentrations of peptone from casein (PC) cause biotin's operon repression • High concentrations of PC downregulate the production of peptides of unknown function.
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Affiliation(s)
- Covas C
- CESAM and Department of Biology, University of Aveiro, Campus Universitario de Santiago, 3810-193, Aveiro, Portugal
| | - Vaz A
- CESAM and Department of Biology, University of Aveiro, Campus Universitario de Santiago, 3810-193, Aveiro, Portugal
| | - Almeida B
- CESAM and Department of Biology, University of Aveiro, Campus Universitario de Santiago, 3810-193, Aveiro, Portugal
| | - Lourenço J
- CESAM and Department of Biology, University of Aveiro, Campus Universitario de Santiago, 3810-193, Aveiro, Portugal
| | - Figueiredo G
- CESAM and Department of Biology, University of Aveiro, Campus Universitario de Santiago, 3810-193, Aveiro, Portugal
| | - Franco O L
- S-Inova Biotech, Programa de Pós-graduação em Biotecnologia, Universidade Católica Dom Bosco (UCDB), Campo Grande, Brazil.,Centro de Análises Proteômicas e Bioquímicas, Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, Brazil
| | - Mendo S
- CESAM and Department of Biology, University of Aveiro, Campus Universitario de Santiago, 3810-193, Aveiro, Portugal.
| | - Caetano T
- CESAM and Department of Biology, University of Aveiro, Campus Universitario de Santiago, 3810-193, Aveiro, Portugal.
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Figueiredo G, Gomes M, Covas C, Mendo S, Caetano T. The Unexplored Wealth of Microbial Secondary Metabolites: the Sphingobacteriaceae Case Study. MICROBIAL ECOLOGY 2022; 83:470-481. [PMID: 33987687 DOI: 10.1007/s00248-021-01762-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 04/19/2021] [Indexed: 06/12/2023]
Abstract
Research on secondary metabolites (SMs) has been mostly focused on Gram-positive bacteria, especially Actinobacteria. The association of genomics with robust bioinformatics tools revealed the neglected potential of Gram-negative bacteria as promising sources of new SMs. The family Sphingobacteriaceae belongs to the phylum Bacteroidetes having representatives in practically all environments including humans, rhizosphere, soils, wastewaters, among others. Some genera of this family have demonstrated great potential as plant growth promoters, bioremediators and producers of some value-added compounds such as carotenoids and antimicrobials. However, to date, Sphingobacteriaceae's SMs are still poorly characterized, and likewise, little is known about their chemistry. This study revealed that Sphingobacteriaceae pangenome encodes a total of 446 biosynthetic gene clusters (BGCs), which are distributed across 85 strains, highlighting the great potential of this bacterial family to produce SMs. Pedobacter, Mucilaginibacter and Sphingobacterium were the genera with the highest number of BGCs, especially those encoding the biosynthesis of ribosomally synthesized and post-translationally modified peptides (RiPPs), terpenes, polyketides and nonribosomal peptides (NRPs). In Mucilaginibacter and Sphingobacterium genera, M. lappiensis ATCC BAA-1855, Mucilaginibacter sp. OK098 (both with 11 BGCs) and Sphingobacterium sp. 21 (6 BGCs) are the strains with the highest number of BGCs. Most of the BGCs found in these two genera did not have significant hits with the MIBiG database. These results strongly suggest that the bioactivities and environmental functions of these compounds, especially RiPPs, PKs and NRPs, are still unknown. Among RiPPs, two genera encoded the production of class I and class III lanthipeptides. The last are associated with LanKC proteins bearing uncommon lyase domains, whose dehydration mechanism deserves further investigation. This study translated genomics into functional information that unveils the enormous potential of environmental Gram-negative bacteria to produce metabolites with unknown chemistries, bioactivities and, more importantly, unknown ecological roles.
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Affiliation(s)
- Gonçalo Figueiredo
- CESAM and Department of Biology, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Margarida Gomes
- CESAM and Department of Biology, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Claúdia Covas
- CESAM and Department of Biology, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Sónia Mendo
- CESAM and Department of Biology, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Tânia Caetano
- CESAM and Department of Biology, University of Aveiro, 3810-193, Aveiro, Portugal.
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Bothwell IR, Caetano T, Sarksian R, Mendo S, van der Donk WA. Structural Analysis of Class I Lanthipeptides from Pedobacter lusitanus NL19 Reveals an Unusual Ring Pattern. ACS Chem Biol 2021; 16:1019-1029. [PMID: 34085816 PMCID: PMC9845027 DOI: 10.1021/acschembio.1c00106] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Lanthipeptides are ribosomally synthesized and post-translationally modified peptide natural products characterized by the presence of lanthionine and methyllanthionine cross-linked amino acids formed by dehydration of Ser/Thr residues followed by conjugate addition of Cys to the resulting dehydroamino acids. Class I lanthipeptide dehydratases utilize glutamyl-tRNAGlu as a cosubstrate to glutamylate Ser/Thr followed by glutamate elimination. A vast majority of lanthipeptides identified from class I synthase systems have been from Gram-positive bacteria. Herein, we report the heterologous expression and modification in Escherichia coli of two lanthipeptides from the Gram-negative Bacteroidetes Pedobacter lusitanus NL19. These peptides are representative of a group of compounds frequently encoded in Pedobacter genomes. Structural characterization of the lanthipeptides revealed a novel ring pattern as well as an unusual ll-lanthionine stereochemical configuration and a cyclase that lacks the canonical zinc ligands found in most LanC enzymes.
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Affiliation(s)
- Ian R. Bothwell
- Howard Hughes Medical Institute and Department of Chemistry, University of Illinois at Urbana-Champaign, 600 South Mathews Ave, Urbana, IL 61822
| | - Tânia Caetano
- Molecular Biotechnology Laboratory, CESAM & Departamento de Biologia
- Campus de Santiago, University of Aveiro, 3810-189 Aveiro, Portugal
| | - Raymond Sarksian
- Howard Hughes Medical Institute and Department of Chemistry, University of Illinois at Urbana-Champaign, 600 South Mathews Ave, Urbana, IL 61822
| | - Sónia Mendo
- Molecular Biotechnology Laboratory, CESAM & Departamento de Biologia
- Campus de Santiago, University of Aveiro, 3810-189 Aveiro, Portugal
| | - Wilfred A. van der Donk
- Howard Hughes Medical Institute and Department of Chemistry, University of Illinois at Urbana-Champaign, 600 South Mathews Ave, Urbana, IL 61822
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