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Dinglasan JLN, Otani H, Doering DT, Udwary D, Mouncey NJ. Microbial secondary metabolites: advancements to accelerate discovery towards application. Nat Rev Microbiol 2025; 23:338-354. [PMID: 39824928 DOI: 10.1038/s41579-024-01141-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/05/2024] [Indexed: 01/20/2025]
Abstract
Microbial secondary metabolites not only have key roles in microbial processes and relationships but are also valued in various sectors of today's economy, especially in human health and agriculture. The advent of genome sequencing has revealed a previously untapped reservoir of biosynthetic capacity for secondary metabolites indicating that there are new biochemistries, roles and applications of these molecules to be discovered. New predictive tools for biosynthetic gene clusters (BGCs) and their associated pathways have provided insights into this new diversity. Advanced molecular and synthetic biology tools and workflows including cell-based and cell-free expression facilitate the study of previously uncharacterized BGCs, accelerating the discovery of new metabolites and broadening our understanding of biosynthetic enzymology and the regulation of BGCs. These are complemented by new developments in metabolite detection and identification technologies, all of which are important for unlocking new chemistries that are encoded by BGCs. This renaissance of secondary metabolite research and development is catalysing toolbox development to power the bioeconomy.
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Affiliation(s)
- Jaime Lorenzo N Dinglasan
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Hiroshi Otani
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Drew T Doering
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Daniel Udwary
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Nigel J Mouncey
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
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Krupka M, Wolska L, Piechowicz L, Głowacka K, Piotrowicz-Cieślak AI. The Impact of Tetracycline on the Soil Microbiome and the Rhizosphere of Lettuce ( Lactuca sativa L.). Int J Mol Sci 2025; 26:2854. [PMID: 40243447 PMCID: PMC11988489 DOI: 10.3390/ijms26072854] [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: 02/11/2025] [Revised: 03/14/2025] [Accepted: 03/18/2025] [Indexed: 04/18/2025] Open
Abstract
The impact of tetracycline on the soil and rhizosphere microbiome of lettuce was analyzed. Soil was collected from an agricultural field regularly fertilized with manure, and tetracycline was added at two concentrations (5 mg/kg and 25 mg/kg). In untreated soil, dominant bacteria included Proteobacteria (43.17%), Bacteroidota (17.91%), and Firmicutes (3.06%). Tetracycline addition caused significant shifts in the microbiome composition, notably increasing Actinobacteriota (22%) and favoring Mycobacterium tuberculosis (low concentration) and Mycobacterium holsaticum (high concentration). Proteobacteria decreased by 21%, possibly indicating antibiotic resistance development. An increase in Firmicutes, particularly Bacillales, suggested a selection for resistant strains. In the lettuce rhizosphere, tetracycline-induced changes were less pronounced than in soil. Proteobacteria remained dominant, but taxa like Burkholderiales and Chitinophagales increased in response to tetracycline. The rise in chitin-degrading bacteria might result from fungal overgrowth linked to the bacteriostatic effects of tetracycline. Pathogens such as M. tuberculosis, observed in the soil, were not detected in the lettuce rhizosphere.
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Affiliation(s)
- Magdalena Krupka
- Department of Plant Physiology, Genetics and Biotechnology, University of Warmia and Mazury, 10-719 Olsztyn, Poland; (M.K.); (K.G.)
| | - Lidia Wolska
- Department of Environmental Toxicology, Faculty of Health Sciences, Medical University of Gdansk, 80-204 Gdansk, Poland;
| | - Lidia Piechowicz
- Department of Medical Microbiology, Faculty of Medicine, Medical University of Gdansk, 80-204 Gdansk, Poland;
| | - Katarzyna Głowacka
- Department of Plant Physiology, Genetics and Biotechnology, University of Warmia and Mazury, 10-719 Olsztyn, Poland; (M.K.); (K.G.)
| | - Agnieszka I. Piotrowicz-Cieślak
- Department of Plant Physiology, Genetics and Biotechnology, University of Warmia and Mazury, 10-719 Olsztyn, Poland; (M.K.); (K.G.)
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Salamzade R, Kalan LR. Context matters: assessing the impacts of genomic background and ecology on microbial biosynthetic gene cluster evolution. mSystems 2025; 10:e0153824. [PMID: 39992097 PMCID: PMC11915812 DOI: 10.1128/msystems.01538-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2025] Open
Abstract
Encoded within many microbial genomes, biosynthetic gene clusters (BGCs) underlie the synthesis of various secondary metabolites that often mediate ecologically important functions. Several studies and bioinformatics methods developed over the past decade have advanced our understanding of both microbial pangenomes and BGC evolution. In this minireview, we first highlight challenges in broad evolutionary analysis of BGCs, including delineation of BGC boundaries and clustering of BGCs across genomes. We further summarize key findings from microbial comparative genomics studies on BGC conservation across taxa and habitats and discuss the potential fitness effects of BGCs in different settings. Afterward, recent research showing the importance of genomic context on the production of secondary metabolites and the evolution of BGCs is highlighted. These studies draw parallels to recent, broader, investigations on gene-to-gene associations within microbial pangenomes. Finally, we describe mechanisms by which microbial pangenomes and BGCs evolve, ranging from the acquisition or origination of entire BGCs to micro-evolutionary trends of individual biosynthetic genes. An outlook on how expansions in the biosynthetic capabilities of some taxa might support theories that open pangenomes are the result of adaptive evolution is also discussed. We conclude with remarks about how future work leveraging longitudinal metagenomics across diverse ecosystems is likely to significantly improve our understanding on the evolution of microbial genomes and BGCs.
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Affiliation(s)
- Rauf Salamzade
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Lindsay R. Kalan
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- M.G. DeGroote Institute for Infectious Disease Research, David Braley Center for Antibiotic Discovery, McMaster University, Hamilton, Ontario, Canada
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
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Salamzade R, Tran P, Martin C, Manson A, Gilmore M, Earl A, Anantharaman K, Kalan L. zol and fai: large-scale targeted detection and evolutionary investigation of gene clusters. Nucleic Acids Res 2025; 53:gkaf045. [PMID: 39907107 PMCID: PMC11795205 DOI: 10.1093/nar/gkaf045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Revised: 12/06/2024] [Accepted: 01/24/2025] [Indexed: 02/06/2025] Open
Abstract
Many universally and conditionally important genes are genomically aggregated within clusters. Here, we introduce fai and zol, which together enable large-scale comparative analysis of different types of gene clusters and mobile-genetic elements, such as biosynthetic gene clusters (BGCs) or viruses. Fundamentally, they overcome a current bottleneck to reliably perform comprehensive orthology inference at large scale across broad taxonomic contexts and thousands of genomes. First, fai allows the identification of orthologous instances of a query gene cluster of interest amongst a database of target genomes. Subsequently, zol enables reliable, context-specific inference of ortholog groups for individual protein-encoding genes across gene cluster instances. In addition, zol performs functional annotation and computes a variety of evolutionary statistics for each inferred ortholog group. Importantly, in comparison to tools for visual exploration of homologous relationships between gene clusters, zol can scale to handle thousands of gene cluster instances and produce detailed reports that are easy to digest. To showcase fai and zol, we apply them for: (i) longitudinal tracking of a virus in metagenomes, (ii) performing population genetic investigations of BGCs for a fungal species, and (iii) uncovering evolutionary trends for a virulence-associated gene cluster across thousands of genomes from a diverse bacterial genus.
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Affiliation(s)
- Rauf Salamzade
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, 53706, United States
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI, 53706, United States
| | - Patricia Q Tran
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, 53706, United States
- Freshwater and Marine Science Doctoral Program, University of Wisconsin-Madison, Madison, WI, 53706, United States
| | - Cody Martin
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI, 53706, United States
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, 53706, United States
| | - Abigail L Manson
- Infectious Disease and Microbiome Program, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, United States
| | - Michael S Gilmore
- Infectious Disease and Microbiome Program, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, United States
- Department of Ophthalmology, Harvard Medical School and Massachusetts Eye and Ear, Boston, MA, 02114, United States
- Department of Microbiology, Harvard Medical School and Massachusetts Eye and Ear, Boston, MA, 02115, United States
| | - Ashlee M Earl
- Infectious Disease and Microbiome Program, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, United States
| | - Karthik Anantharaman
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, 53706, United States
| | - Lindsay R Kalan
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, 53706, United States
- Department of Medicine, Division of Infectious Disease, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, 53705, United States
- M.G. DeGroote Institute for Infectious Disease Research, David Braley Centre for Antibiotic Discovery, McMaster University, Hamilton, Ontario, L8S 4L8, Canada
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, L8S 4K1, Canada
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Kimeklis AK, Gladkov GV, Orlova OV, Lisina TO, Afonin AM, Aksenova TS, Kichko AA, Lapidus AL, Abakumov EV, Andronov EE. Metagenomic insights into the development of microbial communities of straw and leaf composts. Front Microbiol 2025; 15:1485353. [PMID: 39911711 PMCID: PMC11794307 DOI: 10.3389/fmicb.2024.1485353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 12/30/2024] [Indexed: 02/07/2025] Open
Abstract
Introduction Soil microbiome is a major source of physiologically active microorganisms, which can be potentially mobilized by adding various nutrients. To study this process, a long-term experiment was conducted on the decomposition of oat straw and leaf litter using soil as a microbial inoculum. Methods Combined analyses of enzymatic activity and NGS data for 16S rRNA gene amplicon and full metagenome sequencing were applied to study taxonomic, carbohydrate-active enzyme (CAZy), and polysaccharide utilization loci (PULs) composition of microbial communities at different stages of decomposition between substrates. Results In straw degradation, the microbial community demonstrated higher amylase, protease, catalase, and cellulase activities, while peroxidase, invertase, and polyphenol oxidase were more active in leaf litter. Consistent with this, the metagenome analysis showed that the microbiome of straw compost was enriched in genes for metabolic pathways of simpler compounds. At the same time, there were more genes for aromatic compound degradation pathways in leaf litter compost. We identified nine metagenome-assembled genomes (MAGs) as the most promising prokaryotic decomposers due to their abnormally high quantity of PULs for their genome sizes, which were confirmed by 16S rRNA gene amplicon sequencing to constitute the bulk of the community at all stages of substrate degradation. MAGs from Bacteroidota (Chitinophaga and Ohtaekwangia) and Actinomycetota (Streptomyces) were found in both composts, while those from Bacillota (Pristimantibacillus) were specific for leaf litter. The most frequently identified PULs were specialized on xylans and pectins, but not cellulose, suggesting that PUL databases may be underrepresented in clusters for complex substrates. Discussion Our study explores microbial communities from natural ecosystems, such as soil and lignocellulosic waste, which are capable of decomposing lignocellulosic substrates. Using a comprehensive approach with chemical analyses of the substrates, amplicon, and full metagenome sequencing data, we have shown that such communities may be a source of identifying the highly effective decomposing species with novel PULs.
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Affiliation(s)
- Anastasiia K. Kimeklis
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
- Department of Applied Ecology, Saint-Petersburg State University, Saint Petersburg, Russia
| | - Grigory V. Gladkov
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
| | - Olga V. Orlova
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
| | - Tatiana O. Lisina
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
| | - Alexey M. Afonin
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tatiana S. Aksenova
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
| | - Arina A. Kichko
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
| | | | - Evgeny V. Abakumov
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
- Department of Applied Ecology, Saint-Petersburg State University, Saint Petersburg, Russia
| | - Evgeny E. Andronov
- Laboratory of Microbiological Monitoring and Bioremediation of Soils, All-Russian Research Institute of Agricultural Microbiology, Saint Petersburg, Russia
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Wu D, Seshadri R, Kyrpides NC, Ivanova NN. A metagenomic perspective on the microbial prokaryotic genome census. SCIENCE ADVANCES 2025; 11:eadq2166. [PMID: 39823337 PMCID: PMC11740963 DOI: 10.1126/sciadv.adq2166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 12/17/2024] [Indexed: 01/19/2025]
Abstract
Following 30 years of sequencing, we assessed the phylogenetic diversity (PD) of >1.5 million microbial genomes in public databases, including metagenome-assembled genomes (MAGs) of uncultivated microbes. As compared to the vast diversity uncovered by metagenomic sequences, cultivated taxa account for a modest portion of the overall diversity, 9.73% in bacteria and 6.55% in archaea, while MAGs contribute 48.54% and 57.05%, respectively. Therefore, a substantial fraction of bacterial (41.73%) and archaeal PD (36.39%) still lacks any genomic representation. This unrepresented diversity manifests primarily at lower taxonomic ranks, exemplified by 134,966 species identified in 18,087 metagenomic samples. Our study exposes diversity hotspots in freshwater, marine subsurface, sediment, soil, and other environments, whereas human samples yielded minimal novelty within the context of existing datasets. These results offer a roadmap for future genome recovery efforts, delineating uncaptured taxa in underexplored environments and underscoring the necessity for renewed isolation and sequencing.
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Affiliation(s)
- Dongying Wu
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Rekha Seshadri
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Nikos C. Kyrpides
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Natalia N. Ivanova
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
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Mohite OS, Jørgensen TS, Booth TJ, Charusanti P, Phaneuf PV, Weber T, Palsson BO. Pangenome mining of the Streptomyces genus redefines species' biosynthetic potential. Genome Biol 2025; 26:9. [PMID: 39810189 PMCID: PMC11734326 DOI: 10.1186/s13059-024-03471-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 12/20/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Streptomyces is a highly diverse genus known for the production of secondary or specialized metabolites with a wide range of applications in the medical and agricultural industries. Several thousand complete or nearly complete Streptomyces genome sequences are now available, affording the opportunity to deeply investigate the biosynthetic potential within these organisms and to advance natural product discovery initiatives. RESULTS We perform pangenome analysis on 2371 Streptomyces genomes, including approximately 1200 complete assemblies. Employing a data-driven approach based on genome similarities, the Streptomyces genus was classified into 7 primary and 42 secondary Mash-clusters, forming the basis for comprehensive pangenome mining. A refined workflow for grouping biosynthetic gene clusters (BGCs) redefines their diversity across different Mash-clusters. This workflow also reassigns 2729 known BGC families to only 440 families, a reduction caused by inaccuracies in BGC boundary detections. When the genomic location of BGCs is included in the analysis, a conserved genomic structure, or synteny, among BGCs becomes apparent within species and Mash-clusters. This synteny suggests that vertical inheritance is a major factor in the diversification of BGCs. CONCLUSIONS Our analysis of a genomic dataset at a scale of thousands of genomes refines predictions of BGC diversity using Mash-clusters as a basis for pangenome analysis. The observed conservation in the order of BGCs' genomic locations shows that the BGCs are vertically inherited. The presented workflow and the in-depth analysis pave the way for large-scale pangenome investigations and enhance our understanding of the biosynthetic potential of the Streptomyces genus.
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Affiliation(s)
- Omkar S Mohite
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, 2800, Denmark
| | - Tue S Jørgensen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, 2800, Denmark
| | - Thomas J Booth
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, 2800, Denmark
| | - Pep Charusanti
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, 2800, Denmark
| | - Patrick V Phaneuf
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, 2800, Denmark
| | - Tilmann Weber
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, 2800, Denmark.
| | - Bernhard O Palsson
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, 2800, Denmark.
- Department of Bioengineering, University of California San Diego, La Jolla, CA, 92093, USA.
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, CA, 92093, USA.
- Department of Pediatrics, University of California San Diego, La Jolla, CA, 92093, USA.
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Hernandez A, Krull NK, Murphy BT. Use of MALDI-TOF mass spectrometry and IDBac to mine for understudied bacterial genera from the environment. ISME COMMUNICATIONS 2025; 5:ycaf046. [PMID: 40177464 PMCID: PMC11962939 DOI: 10.1093/ismeco/ycaf046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Revised: 02/28/2025] [Accepted: 03/11/2025] [Indexed: 04/05/2025]
Abstract
Bacterial natural products have greatly contributed to the global drug discovery effort. Further, the incorporation of understudied bacterial taxa into discovery pipelines remains a promising approach to supply much needed chemical diversity to this effort. Unfortunately, researchers lack rapid and efficient techniques to accomplish this. Here we present an approach that employs matrix-assisted laser desorption/ionization time of flight mass spectrometry (MALDI-TOF MS) and the bioinformatics platform IDBac to perform targeted isolation of understudied bacteria from environmental samples. A dendrogram of MS protein spectra from 479 unknown bacterial isolates was seeded with spectra from 50 characterized strains that represented target understudied genera. This method was highly effective at identifying representatives from target taxa, demonstrating an 86.3% success rate when an estimated genus level cutoff was implemented in the dendrogram. Overall, this study shows the potential of MALDI-MS/IDBac to mine environmental bacterial isolate collections for target taxa in high-throughput, particularly in the absence of proprietary software. It also provides a cost-effective alternative to morphology and gene-sequencing analyses that are typically used to guide identification and prioritization strategies from large bacterial isolate collections.
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Affiliation(s)
- Antonio Hernandez
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60607, United States
- Center for Biomolecular Sciences, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60607, United States
| | - Nyssa K Krull
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60607, United States
- Center for Biomolecular Sciences, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60607, United States
| | - Brian T Murphy
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60607, United States
- Center for Biomolecular Sciences, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60607, United States
- Institute for Tuberculosis Research, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60612, United States
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Nowak VV, Hou P, Owen JG. Microbial communities associated with marine sponges from diverse geographic locations harbor biosynthetic novelty. Appl Environ Microbiol 2024; 90:e0072624. [PMID: 39565113 DOI: 10.1128/aem.00726-24] [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: 04/14/2024] [Accepted: 10/09/2024] [Indexed: 11/21/2024] Open
Abstract
Marine sponges are a prolific source of biologically active small molecules, many of which originate from sponge-associated bacteria. Identifying the producing bacteria is a key step in developing sustainable routes for the production of these metabolites. To facilitate the required computational analyses, we developed MetaSing, a reproducible singularity-based pipeline for assembly, identification of high-quality metagenome-assembled genomes (MAGs), and analysis of biosynthetic gene clusters (BGCs) from metagenomic short-read data. We applied this pipeline to metagenomic sequencing data from 16 marine sponges collected from New Zealand, Tonga, and the Mediterranean Sea. This analysis yielded 643 MAGs representing 510 species. Of the 2,670 BGCs identified across all samples, 70.8% were linked to a MAG. Comparison of BGCs to those identified from previously sequenced bacteria revealed high biosynthetic novelty in variety of underexplored phyla, including Poribacteria, Acidobacteriota, and Dadabacteria. Alongside the observation that each sample contains unique biosynthetic potential, this holds great promise for natural product discovery and for furthering the understanding of different sponge holobionts.IMPORTANCEDiscovery of new chemical compounds such as natural products is a crucial endeavor to combat the increasing resistance to antibiotics and other drugs. This manuscript demonstrates that microbial communities associated with marine sponges investigated in this work encode the potential to produce novel chemistry. Lesser studied bacterial taxa that are often difficult to cultivate are particularly rich in potential.
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Affiliation(s)
- Vincent V Nowak
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
- Centre for Biodiscovery, Victoria University of Wellington, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| | - Peng Hou
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
- Centre for Biodiscovery, Victoria University of Wellington, Wellington, New Zealand
| | - Jeremy G Owen
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
- Centre for Biodiscovery, Victoria University of Wellington, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
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Baltz RH. Regulation of daptomycin biosynthesis in Streptomyces roseosporus: new insights from genomic analysis and synthetic biology to accelerate lipopeptide discovery and commercial production. Nat Prod Rep 2024; 41:1895-1914. [PMID: 39279757 DOI: 10.1039/d4np00024b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/18/2024]
Abstract
Covering 2005-2024Daptomycin is a clinically important antibiotic that treats Gram-positive infections of skin and skin structure, bacteremia, and right-sided endocarditis, including those caused by methicillin-resistant Staphylococcus aureus (MRSA). Daptomycin is now generic, and many companies are involved in manufacturing and commercializing this life-saving medicine. There has been much recent interest in improving the daptomycin fermentation of Streptomyces roseosporus by mutagenesis, metabolic engineering, and synthetic biology methods. The genome sequences of two strains discovered and developed at Eli Lilly and Company, a wild-type low-producer and a high-producer induced by N-methyl-N'-nitro-N-nitrosoguanidine (MNNG) mutagenesis, are available for comparitive studies. DNA sequence analysis of the daptomycin biosynthetic gene clusters (BGCs) from these strains indicates that the high producer has two mutations in a large promoter region that drives the transcription of a giant multicistronic mRNA that includes all nine genes involved in daptomycin biosynthesis. The locations of translational start and stop codons strongly suggest that all nine genes are translationally coupled by overlapping stop and start codons or by 70S ribosome scanning. This report also reviews recent studies on this promoter region that have identified at least ten positive or negative regulatory genes suitable to manipulate by metabolic engineering, synthetic biology and focused mutagenesis for strain improvement. Improvements in daptomycin production will also enable high-level production of novel lipopeptide antibiotics identified by genome mining and combinatorial biosynthesis, and accelerate clinical and commercial development of superior lipopeptide antibiotics.
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Affiliation(s)
- Richard H Baltz
- CognoGen Biotechnology Consulting, 7757 Uliva Way, Sarasota, FL 34238, USA.
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Nouioui I, Boldt J, Zimmermann A, Makitrynskyy R, Pötter G, Jando M, Döppner M, Kirstein S, Neumann-Schaal M, Gomez-Escribano JP, Nübel U, Mast Y. Biotechnological and pharmaceutical potential of twenty-eight novel type strains of Actinomycetes from different environments worldwide. CURRENT RESEARCH IN MICROBIAL SCIENCES 2024; 7:100290. [PMID: 39497933 PMCID: PMC11533595 DOI: 10.1016/j.crmicr.2024.100290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2024] Open
Abstract
Actinomycetes are a prolific source of bioactive natural compounds many of which are used as antibiotics or other drugs. In this study we investigated the genomic and biochemical diversity of 32 actinobacterial strains that had been deposited at the DSMZ-German Collection of Microorganisms and Cell Cultures decades ago. Genome-based phylogeny and in silico DNA-DNA hybridization supported the assignment of these strains to 26 novel species and two novel subspecies and a reclassification of a Streptomyces species. These results were consistent with the biochemical, enzymatic, and chemotaxonomic features of the strains. Most of the strains showed antimicrobial activities against a range of Gram-positive and Gram-negative bacteria, and against yeast. Genomic analysis revealed the presence of numerous unique biosynthetic gene clusters (BGCs) encoding for potential novel antibiotic and anti-cancer compounds. Strains DSM 41636T and DSM 61640T produced the antibiotic compounds A33853 and SF2768, respectively. Overall, this reflects the significant pharmaceutical and biotechnological potential of the proposed novel type strains and underlines the role of prokaryotic systematics for drug discovery. In order to compensate for the gender gap in naming prokaryotic species, we propose the eponyms for all newly described species to honour female scientists.
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Affiliation(s)
- Imen Nouioui
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
| | - Judith Boldt
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
- German Center for Infection Research (DZIF), Braunschweig, Germany
| | - Alina Zimmermann
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
- German Center for Infection Research (DZIF), Braunschweig, Germany
| | - Roman Makitrynskyy
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
| | - Gabriele Pötter
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
| | - Marlen Jando
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
| | - Meike Döppner
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
| | - Sarah Kirstein
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
| | - Meina Neumann-Schaal
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
- Braunschweig Integrated Centre of Systems Biology (BRICS), Rebenring 56, 38106 Braunschweig, Germany
| | - Juan Pablo Gomez-Escribano
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
| | - Ulrich Nübel
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
- German Center for Infection Research (DZIF), Braunschweig, Germany
- Braunschweig Integrated Centre of Systems Biology (BRICS), Rebenring 56, 38106 Braunschweig, Germany
- Technische Universität Braunschweig, Institut für Mikrobiologie, Rebenring 56, 38106 Braunschweig, Germany
| | - Yvonne Mast
- Leibniz-Institut DSMZ – German Collection of Microorganisms and Cell Cultures, Inhoffenstraße 7B, 38124 Braunschweig, Germany
- German Center for Infection Research (DZIF), Braunschweig, Germany
- Braunschweig Integrated Centre of Systems Biology (BRICS), Rebenring 56, 38106 Braunschweig, Germany
- Technische Universität Braunschweig, Institut für Mikrobiologie, Rebenring 56, 38106 Braunschweig, Germany
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12
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Du Y, Qian C, Li X, Zheng X, Huang S, Yin Z, Chen T, Pan L. Unveiling intraspecific diversity and evolutionary dynamics of the foodborne pathogen Bacillus paranthracis through high-quality pan-genome analysis. Curr Res Food Sci 2024; 9:100867. [PMID: 39376581 PMCID: PMC11456886 DOI: 10.1016/j.crfs.2024.100867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Revised: 09/20/2024] [Accepted: 09/20/2024] [Indexed: 10/09/2024] Open
Abstract
Understanding the evolutionary dynamics of foodborne pathogens throughout host-associated habitats is of utmost importance. Bacterial pan-genomes, as dynamic entities, are strongly influenced by ecological lifestyles. As a phenotypically diverse species in the Bacillus cereus group, Bacillus paranthracis is recognized as an emerging foodborne pathogen and a probiotic simultaneously. This poorly understood species is a suitable study model for adaptive pan-genome evolution. In this study, we determined the biogeographic distribution, abundance, genetic diversity, and genotypic profiles of key genetic elements of B. paranthracis. Metagenomic read recruitment analyses demonstrated that B. paranthracis members are globally distributed and abundant in host-associated habitats. A high-quality pan-genome of B. paranthracis was subsequently constructed to analyze the evolutionary dynamics involved in ecological adaptation comprehensively. The open pan-genome indicated a flexible gene repertoire with extensive genetic diversity. Significant divergences in the phylogenetic relationships, functional enrichment, and degree of selective pressure between the different components demonstrated different evolutionary dynamics between the core and accessory genomes driven by ecological forces. Purifying selection and gene loss are the main signatures of evolutionary dynamics in B. paranthracis pan-genome. The plasticity of the accessory genome is characterized by horizontal gene transfer (HGT), massive gene losses, and weak purifying or positive selection, which might contribute to niche-specific adaptation. In contrast, although the core genome dominantly undergoes purifying selection, its association with HGT and positively selected mutations indicates its potential role in ecological diversification. Furthermore, host fitness-related dynamics are characterized by the loss of secondary metabolite biosynthesis gene clusters (BGCs) and CAZyme-encoding genes and the acquisition of antimicrobial resistance (AMR) and virulence genes via HGT. This study offers a case study of pan-genome evolution to investigate the ecological adaptations reflected by biogeographical characteristics, thereby advancing the understanding of intraspecific diversity and evolutionary dynamics of foodborne pathogens.
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Affiliation(s)
- Yuhui Du
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological slaEngineering, South China University of Technology, Guangzhou, 510006, Guangdong, PR China
| | - Chengqian Qian
- School of Biology and Biological Engineering, Guangzhou Higher Education Mega Centre, South China University of Technology, Guangzhou, 510006, Guangdong, PR China
- Foshan Branch of Tianyan (Tianjin) High-tech Co., Ltd, Foshan, 528000, Guangdong, PR China
| | - Xianxin Li
- Foshan Branch of Tianyan (Tianjin) High-tech Co., Ltd, Foshan, 528000, Guangdong, PR China
| | - Xinqian Zheng
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological slaEngineering, South China University of Technology, Guangzhou, 510006, Guangdong, PR China
| | - Shoucong Huang
- Foshan Haitian (Gaoming) Flavouring Food Co., Ltd, Foshan, 52a8000, Guangdong, PR China
| | - Zhiqiu Yin
- Department of Clinical Laboratory, Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, 510700, Guangdong, PR China
| | - Tingjian Chen
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological slaEngineering, South China University of Technology, Guangzhou, 510006, Guangdong, PR China
| | - Li Pan
- School of Biology and Biological Engineering, Guangzhou Higher Education Mega Centre, South China University of Technology, Guangzhou, 510006, Guangdong, PR China
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13
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Jørgensen TS, Mohite O, Sterndorff E, Alvarez-Arevalo M, Blin K, Booth T, Charusanti P, Faurdal D, Hansen T, Nuhamunada M, Mourched AS, Palsson B, Weber T. A treasure trove of 1034 actinomycete genomes. Nucleic Acids Res 2024; 52:7487-7503. [PMID: 38908028 PMCID: PMC11260486 DOI: 10.1093/nar/gkae523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 04/30/2024] [Accepted: 06/04/2024] [Indexed: 06/24/2024] Open
Abstract
Filamentous Actinobacteria, recently renamed Actinomycetia, are the most prolific source of microbial bioactive natural products. Studies on biosynthetic gene clusters benefit from or require chromosome-level assemblies. Here, we provide DNA sequences from >1000 isolates: 881 complete genomes and 153 near-complete genomes, representing 28 genera and 389 species, including 244 likely novel species. All genomes are from filamentous isolates of the class Actinomycetia from the NBC culture collection. The largest genus is Streptomyces with 886 genomes including 742 complete assemblies. We use this data to show that analysis of complete genomes can bring biological understanding not previously derived from more fragmented sequences or less systematic datasets. We document the central and structured location of core genes and distal location of specialized metabolite biosynthetic gene clusters and duplicate core genes on the linear Streptomyces chromosome, and analyze the content and length of the terminal inverted repeats which are characteristic for Streptomyces. We then analyze the diversity of trans-AT polyketide synthase biosynthetic gene clusters, which encodes the machinery of a biotechnologically highly interesting compound class. These insights have both ecological and biotechnological implications in understanding the importance of high quality genomic resources and the complex role synteny plays in Actinomycetia biology.
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Affiliation(s)
- Tue Sparholt Jørgensen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Omkar S Mohite
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Eva B Sterndorff
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Maria Alvarez-Arevalo
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Kai Blin
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Thomas J Booth
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Pep Charusanti
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - David Faurdal
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Troels Ø Hansen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Matin Nuhamunada
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Anna-Sophie Mourched
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Bernhard Ø Palsson
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
- Department of Bioengineering, University of California, 417 Powell-Focht Bioengineering Hall, San Diego, La Jolla, CA 92093-0412, USA
| | - Tilmann Weber
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
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14
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Jaffal H, Kortebi M, Misson P, Tavares P, Ouldali M, Leh H, Lautru S, Lioy VS, Lecointe F, Bury-Moné SG. Prophage induction can facilitate the in vitro dispersal of multicellular Streptomyces structures. PLoS Biol 2024; 22:e3002725. [PMID: 39052683 DOI: 10.1371/journal.pbio.3002725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 08/06/2024] [Accepted: 06/28/2024] [Indexed: 07/27/2024] Open
Abstract
Streptomyces are renowned for their prolific production of specialized metabolites with applications in medicine and agriculture. These multicellular bacteria present a sophisticated developmental cycle and play a key role in soil ecology. Little is known about the impact of Streptomyces phage on bacterial physiology. In this study, we investigated the conditions governing the expression and production of "Samy", a prophage found in Streptomyces ambofaciens ATCC 23877. This siphoprophage is produced simultaneously with the activation of other mobile genetic elements. Remarkably, the presence and production of Samy increases bacterial dispersal under in vitro stress conditions. Altogether, this study unveiled a new property of a bacteriophage infection in the context of multicellular aggregate dynamics.
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Affiliation(s)
- Hoda Jaffal
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Mounia Kortebi
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Pauline Misson
- Université Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, Jouy-en-Josas, France
| | - Paulo Tavares
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Malika Ouldali
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Hervé Leh
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Sylvie Lautru
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Virginia S Lioy
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - François Lecointe
- Université Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, Jouy-en-Josas, France
| | - Stéphanie G Bury-Moné
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
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15
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Mara P, Geller-McGrath D, Suter E, Taylor GT, Pachiadaki MG, Edgcomb VP. Plasmid-Borne Biosynthetic Gene Clusters within a Permanently Stratified Marine Water Column. Microorganisms 2024; 12:929. [PMID: 38792759 PMCID: PMC11123730 DOI: 10.3390/microorganisms12050929] [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: 03/24/2024] [Revised: 04/22/2024] [Accepted: 04/29/2024] [Indexed: 05/26/2024] Open
Abstract
Plasmids are mobile genetic elements known to carry secondary metabolic genes that affect the fitness and survival of microbes in the environment. Well-studied cases of plasmid-encoded secondary metabolic genes in marine habitats include toxin/antitoxin and antibiotic biosynthesis/resistance genes. Here, we examine metagenome-assembled genomes (MAGs) from the permanently-stratified water column of the Cariaco Basin for integrated plasmids that encode biosynthetic gene clusters of secondary metabolites (smBGCs). We identify 16 plasmid-borne smBGCs in MAGs associated primarily with Planctomycetota and Pseudomonadota that encode terpene-synthesizing genes, and genes for production of ribosomal and non-ribosomal peptides. These identified genes encode for secondary metabolites that are mainly antimicrobial agents, and hence, their uptake via plasmids may increase the competitive advantage of those host taxa that acquire them. The ecological and evolutionary significance of smBGCs carried by prokaryotes in oxygen-depleted water columns is yet to be fully elucidated.
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Affiliation(s)
- Paraskevi Mara
- Geology & Geophysics Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, USA;
| | - David Geller-McGrath
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, USA; (D.G.-M.); (M.G.P.)
| | - Elizabeth Suter
- Biology, Chemistry and Environmental Science Department, Molloy University, New York, NY 11570, USA;
| | - Gordon T. Taylor
- School of Marine, Atmospheric and Sustainability Sciences, Stony Brook University, New York, NY 11794, USA;
| | - Maria G. Pachiadaki
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, USA; (D.G.-M.); (M.G.P.)
| | - Virginia P. Edgcomb
- Geology & Geophysics Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, USA;
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16
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Kalkreuter E, Kautsar SA, Yang D, Bader CD, Teijaro CN, Fluegel LL, Davis CM, Simpson JR, Lauterbach L, Steele AD, Gui C, Meng S, Li G, Viehrig K, Ye F, Su P, Kiefer AF, Nichols A, Cepeda AJ, Yan W, Fan B, Jiang Y, Adhikari A, Zheng CJ, Schuster L, Cowan TM, Smanski MJ, Chevrette MG, de Carvalho LPS, Shen B. The Natural Products Discovery Center: Release of the First 8490 Sequenced Strains for Exploring Actinobacteria Biosynthetic Diversity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.14.571759. [PMID: 38168313 PMCID: PMC10760148 DOI: 10.1101/2023.12.14.571759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Actinobacteria, the bacterial phylum most renowned for natural product discovery, has been established as a valuable source for drug discovery and biotechnology but is underrepresented within accessible genome and strain collections. Herein, we introduce the Natural Products Discovery Center (NPDC), featuring 122,449 strains assembled over eight decades, the genomes of the first 8490 NPDC strains (7142 Actinobacteria), and the online NPDC Portal making both strains and genomes publicly available. A comparative survey of RefSeq and NPDC Actinobacteria highlights the taxonomic and biosynthetic diversity within the NPDC collection, including three new genera, hundreds of new species, and ~7000 new gene cluster families. Selected examples demonstrate how the NPDC Portal's strain metadata, genomes, and biosynthetic gene clusters can be leveraged using genome mining approaches. Our findings underscore the ongoing significance of Actinobacteria in natural product discovery, and the NPDC serves as an unparalleled resource for both Actinobacteria strains and genomes.
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Affiliation(s)
- Edward Kalkreuter
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Satria A. Kautsar
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
| | - Dong Yang
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Natural Products Discovery Center, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Chantal D. Bader
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Christiana N. Teijaro
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Department of Discovery Chemistry, Bristol-Meyers Squibb, Princeton, NJ 08543
| | - Lucas L. Fluegel
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
| | - Christina M. Davis
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
| | - Johnathon R. Simpson
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Prepaire Labs, Pompano Beach, FL 33060
| | - Lukas Lauterbach
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Andrew D. Steele
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Chun Gui
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Song Meng
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: State Key Laboratory of Drug Research & Natural Products Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, People’s Republic of China, Beijing, China 100049
| | - Gengnan Li
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Centivax Inc., South San Francisco, CA 94080
| | - Konrad Viehrig
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal 4450-208
| | - Fei Ye
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Department of Biological Chemistry & Molecular Pharmacology, Harvard University, Boston, MA 02115
| | - Ping Su
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: State Key Laboratory for Quality Assurance and Sustainable Use of Dao-di Herbs, National Resource Center for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China 100700
| | - Alexander F. Kiefer
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Angela Nichols
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
| | - Alexis J. Cepeda
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
| | - Wei Yan
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: College of Plant Protection, Nanjing Agricultural University, Nanjing, China 210095
| | - Boyi Fan
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: School of Pharmacy, Nantong University, Nantong, China 226001
| | - Yanlong Jiang
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Department of Chemistry, Rice University, Houston, TX 77005
| | - Ajeeth Adhikari
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
- Current address: Evercrisp Biosciences, San Francisco, CA 94109
| | - Cheng-Jian Zheng
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Faculty of Pharmacy, Naval Medical University, Shanghai, China 200433
| | - Layla Schuster
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL 32603
| | - Tyler M. Cowan
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Michael J. Smanski
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Saint Paul, MN 55108
- Biotechnology Institute, University of Minnesota, Saint Paul, MN 55108
| | - Marc G. Chevrette
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL 32603
- Genetics Institute, University of Florida, Gainesville, FL 32603
| | - Luiz P. S. de Carvalho
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Ben Shen
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Department of Molecular Medicine, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Natural Products Discovery Center, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
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17
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Montoya-Giraldo M, Piper KR, Ikhimiukor OO, Park CJ, Caimi NA, Buecher DC, Valdez EW, Northup DE, Andam CP. Ecology shapes the genomic and biosynthetic diversification of Streptomyces bacteria from insectivorous bats. Microb Genom 2024; 10. [PMID: 38625724 DOI: 10.1099/mgen.0.001238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024] Open
Abstract
Streptomyces are prolific producers of secondary metabolites from which many clinically useful compounds have been derived. They inhabit diverse habitats but have rarely been reported in vertebrates. Here, we aim to determine to what extent the ecological source (bat host species and cave sites) influence the genomic and biosynthetic diversity of Streptomyces bacteria. We analysed draft genomes of 132 Streptomyces isolates sampled from 11 species of insectivorous bats from six cave sites in Arizona and New Mexico, USA. We delineated 55 species based on the genome-wide average nucleotide identity and core genome phylogenetic tree. Streptomyces isolates that colonize the same bat species or inhabit the same site exhibit greater overall genomic similarity than they do with Streptomyces from other bat species or sites. However, when considering biosynthetic gene clusters (BGCs) alone, BGC distribution is not structured by the ecological or geographical source of the Streptomyces that carry them. Each genome carried between 19-65 BGCs (median=42.5) and varied even among members of the same Streptomyces species. Nine major classes of BGCs were detected in ten of the 11 bat species and in all sites: terpene, non-ribosomal peptide synthetase, polyketide synthase, siderophore, RiPP-like, butyrolactone, lanthipeptide, ectoine, melanin. Finally, Streptomyces genomes carry multiple hybrid BGCs consisting of signature domains from two to seven distinct BGC classes. Taken together, our results bring critical insights to understanding Streptomyces-bat ecology and BGC diversity that may contribute to bat health and in augmenting current efforts in natural product discovery, especially from underexplored or overlooked environments.
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Affiliation(s)
- Manuela Montoya-Giraldo
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
| | - Kathryn R Piper
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
| | - Odion O Ikhimiukor
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
| | - Cooper J Park
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, Durham, New Hampshire, USA
| | - Nicole A Caimi
- Department of Biology, University of New Mexico, Albuquerque, New Mexico, USA
| | | | - Ernest W Valdez
- Department of Biology, University of New Mexico, Albuquerque, New Mexico, USA
- U.S. Geological Survey, Fort Collins Science Center, Fort Collins, Colorado, USA
| | - Diana E Northup
- Department of Biology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Cheryl P Andam
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
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18
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Xu Z, Li F, Liu Q, Ma T, Feng X, Zhao G, Zeng D, Li D, Jie H. Chemical composition and microbiota changes across musk secretion stages of forest musk deer. Front Microbiol 2024; 15:1322316. [PMID: 38505545 PMCID: PMC10948612 DOI: 10.3389/fmicb.2024.1322316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 02/16/2024] [Indexed: 03/21/2024] Open
Abstract
Forest musk deer is the most important animal for natural musk production, and the musk composition changes periodically during musk secretion, accompanied by variation in the com-position of deer-symbiotic bacteria. GC-MS and 16S rRNA sequencing were conducted in this study, the dynamic changes to correlated chemical composition and the microbiota across musk secretion periods (prime musk secretion period, vigorous musk secretion period and late musk secretion period) were investigated by integrating its serum testosterone level in different mating states. Results showed that the testosterone level, musk composition and microbiota changed with annual cycle of musk secretion and affected by its mating state. Muscone and the testosterone level peaked at vigorous musk secretion period, and the microbiota of this stage was distinct from the other 2 periods. Actinobacteria, Firmicutes and Proteobacteria were dominant bacteria across musk secretion period. PICRUSt analysis demonstrated that bacteria were ubiquitous in musk pod and involved in the metabolism of antibiotics and terpenoids in musk. "Carbohydrates and amino acids," "fatty acids and CoA" and "secretion of metabolites" were enriched at 3 periods, respectively. Pseudomonas, Corynebacterium, Clostridium, Sulfuricurvum were potential biomarkers across musk secretion. This study provides a more comprehensive understanding of genetic mechanism during musk secretion, emphasizing the importance of Actinobacteria and Corynebacterium in the synthesis of muscone and etiocholanone during musk secretion, which required further validation.
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Affiliation(s)
- Zhongxian Xu
- Sichuan Wildlife Rehabilitation and Breeding Research Center, Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University, Nanchong, China
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Feng Li
- Sichuan Wildlife Rehabilitation and Breeding Research Center, Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University, Nanchong, China
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Qian Liu
- Sichuan Wildlife Rehabilitation and Breeding Research Center, Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University, Nanchong, China
| | - Tianyuan Ma
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Xiaolan Feng
- Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Chongqing Institute of Medicinal Plant Cultivation, Chongqing College of Traditional Chinese Medicine, Chongqing, China
| | - Guijun Zhao
- Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Chongqing Institute of Medicinal Plant Cultivation, Chongqing College of Traditional Chinese Medicine, Chongqing, China
| | - Dejun Zeng
- Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Chongqing Institute of Medicinal Plant Cultivation, Chongqing College of Traditional Chinese Medicine, Chongqing, China
| | - Diyan Li
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Hang Jie
- Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Chongqing Institute of Medicinal Plant Cultivation, Chongqing College of Traditional Chinese Medicine, Chongqing, China
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19
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Karimian S, Farahmandzad N, Mohammadipanah F. Manipulation and epigenetic control of silent biosynthetic pathways in actinobacteria. World J Microbiol Biotechnol 2024; 40:65. [PMID: 38191749 DOI: 10.1007/s11274-023-03861-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 11/29/2023] [Indexed: 01/10/2024]
Abstract
Most biosynthetic gene clusters (BGCs) of Actinobacteria are either silent or expressed less than the detectable level. The non-genetic approaches including biological interactions, chemical agents, and physical stresses that can be used to awaken silenced pathways are compared in this paper. These non-genetic induction strategies often need screening approaches, including one strain many compounds (OSMAC), reporter-guided mutant selection, and high throughput elicitor screening (HiTES) have been developed. Different types of genetic manipulations applied in the induction of cryptic BGCs of Actinobacteria can be categorized as genome-wide pleiotropic and targeted approaches like manipulation of global regulatory systems, modulation of regulatory genes, ribosome and engineering of RNA polymerase or phosphopantheteine transferases. Targeted approaches including genome editing by CRISPR, mutation in transcription factors and modification of BGCs promoters, inactivation of the highly expressed biosynthetic pathways, deleting the suppressors or awakening the activators, heterologous expression, or refactoring of gene clusters can be applied for activation of pathways which are predicted to synthesize new bioactive structures in genome mining studies of Acinobacteria. In this review, the challenges and advantages of employing these approaches in induction of Actinobacteria BGCs are discussed. Further, novel natural products needed as drug for pharmaceutical industry or as biofertilizers in agricultural industry can be discovered even from known species of Actinobactera by the innovative approaches of metabolite biosynthesis elicitation.
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Affiliation(s)
- Sanaz Karimian
- Department of Biotechnology, Faculty of Biological Science, Alzahra University, Tehran, Iran
| | - Navid Farahmandzad
- Department of Biosystems Engineering, Auburn university, Auburn, AL 36849, USA
- Pharmaceutical Biotechnology Lab, School of Biology and Center of Excellence in Phylogeny of Living Organisms, College of Science, University of Tehran, Tehran, 14155-6455, Iran
| | - Fatemeh Mohammadipanah
- Pharmaceutical Biotechnology Lab, School of Biology and Center of Excellence in Phylogeny of Living Organisms, College of Science, University of Tehran, Tehran, 14155-6455, Iran.
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20
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Qian L, Mohanty P, Jayaraman A, Mittal J, Zhu X. Specific residues and conformational plasticity define the substrate specificity of short-chain dehydrogenases/reductases. J Biol Chem 2024; 300:105596. [PMID: 38145745 PMCID: PMC10827548 DOI: 10.1016/j.jbc.2023.105596] [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: 11/08/2023] [Revised: 12/13/2023] [Accepted: 12/18/2023] [Indexed: 12/27/2023] Open
Abstract
Short-chain dehydrogenases/reductases (SDRs) are one of the most prevalent enzyme families distributed among the sequenced microorganisms. Despite the presence of a conserved catalytic tetrad and high structural similarity, these enzymes exhibit different substrate specificities. The insufficient knowledge regarding the amino acids underlying substrate specificity hinders the understanding of the SDRs' roles in diverse and significant biological processes. Here, we performed bioinformatic analysis, molecular modeling, and mutagenesis studies to identify the key residues that regulate the substrate specificities of two homologous microbial SDRs (i.e., DesE and KduD). Further, we investigated the impact of altering the physicochemical properties of these amino acids on enzyme activity. Interestingly, molecular dynamics simulations also suggest a critical role of enzyme conformational flexibility in substrate recognition and catalysis. Overall, our findings improve the understanding of microbial SDR substrate specificity and shed light on future rational design of more efficient and effective biocatalysts.
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Affiliation(s)
- Liangyu Qian
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, USA
| | - Priyesh Mohanty
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, USA
| | - Arul Jayaraman
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, USA; Department of Biomedical Engineering, Texas A&M University, College Station, USA
| | - Jeetain Mittal
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, USA; Department of Chemistry, Texas A&M University, College Station, USA; Interdisciplinary Graduate Program in Genetics and Genomics, Texas A&M University, College Station, USA
| | - Xuejun Zhu
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, USA; Interdisciplinary Graduate Program in Genetics and Genomics, Texas A&M University, College Station, USA.
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21
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Arahal D, Bisgaard M, Christensen H, Clermont D, Dijkshoorn L, Duim B, Emler S, Figge M, Göker M, Moore ERB, Nemec A, Nørskov-Lauritsen N, Nübel U, On SLW, Vandamme P, Ventosa A. The best of both worlds: a proposal for further integration of Candidatus names into the International Code of Nomenclature of Prokaryotes. Int J Syst Evol Microbiol 2024; 74. [PMID: 38180015 DOI: 10.1099/ijsem.0.006188] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024] Open
Abstract
The naming of prokaryotes is governed by the International Code of Nomenclature of Prokaryotes (ICNP) and partially by the International Code of Nomenclature for Algae, Fungi and Plants (ICN). Such codes must be able to determine names of taxa in a universal and unambiguous manner, thus serving as a common language across different fields and activities. This unity is undermined when a new code of nomenclature emerges that overlaps in scope with an established, time-tested code and uses the same format of names but assigns different nomenclatural status values to the names. The resulting nomenclatural confusion is not beneficial to the wider scientific community. Such ambiguity is expected to result from the establishment of the 'Code of Nomenclature of Prokaryotes Described from DNA Sequence Data' ('SeqCode'), which is in general and specific conflict with the ICNP and the ICN. Shortcomings in the interpretation of the ICNP may have exacerbated the incompatibility between the codes. It is reiterated as to why proposals to accept sequences as nomenclatural types of species and subspecies with validly published names, now implemented in the SeqCode, have not been implemented by the International Committee on Systematics of Prokaryotes (ICSP), which oversees the ICNP. The absence of certain regulations from the ICNP for the naming of as yet uncultivated prokaryotes is an acceptable scientific argument, although it does not justify the establishment of a separate code. Moreover, the proposals rejected by the ICSP are unnecessary to adequately regulate the naming of uncultivated prokaryotes. To provide a better service to the wider scientific community, an alternative proposal to emend the ICNP is presented, which would result in Candidatus names being regulated analogously to validly published names. This proposal is fully consistent with previous ICSP decisions, preserves the essential unity of nomenclature and avoids the expected nomenclatural confusion.
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Affiliation(s)
- David Arahal
- Departamento de Microbiología y Ecología, Universitat de València, Valencia, Spain
| | | | - Henrik Christensen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Stigbøjlen 4, 1870 Frederiksberg C, Denmark
| | - Dominique Clermont
- Institut Pasteur, Université Paris Cité, CRBIP, CIP-Collection of Institut Pasteur, F-75015 Paris, France
| | - Lenie Dijkshoorn
- Department of Infectious Diseases, Leiden University Medical Center, Albinusdreef 2, Leiden / Torensteelaan 68, 3281 MA Numansdorp, Netherlands
| | - Birgitta Duim
- Department Biomolecular Health Sciences, Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 1, 3584 CS Utrecht, Netherlands
| | - Stefan Emler
- SmartGene Services SARL, EPFL Innovation Park, PSE-C, CH-1015 Lausanne, Switzerland
| | - Marian Figge
- Westerdijk Fungal Biodiversity Institute Uppsalalaan 8 3584 CT, Utrecht, Netherlands
| | - Markus Göker
- Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures, Inhoffenstrasse 7B, D-38124 Braunschweig, Germany
| | - Edward R B Moore
- Department of Infectious Disease and Culture Collection University of Gothenburg (CCUG), Institute for Biomedicine, Sahlgrenska Academy, University of Gothenburg, SE-402 34 Gothenburg, Sweden
| | - Alexandr Nemec
- Laboratory of Bacterial Genetics, National Institute of Public Health, Srobarova 48, 100 00 Prague 10, Czech Republic
- Department of Medical Microbiology, Charles University, 2nd Faculty of Medicine and Motol University Hospital, Prague, V Úvalu 84, 150 06 Prague 5, Czechia
| | | | - Ulrich Nübel
- Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures, Inhoffenstrasse 7B, D-38124 Braunschweig, Germany
- Technical University Braunschweig, Institute of Microbiology, Braunschweig, Germany
- German Center for Infection Research (DZIF), Partner Site Braunschweig-Hannover, Braunschweig, Germany
| | - Stephen L W On
- Department of Wine, Food and Molecular Biosciences, Faculty of Agricultural Science, Lincoln University, Lincoln 7647, Christchurch, New Zealand
| | - Peter Vandamme
- BCCM/LMG, Laboratorium voor Microbiologie, Universiteit Gent (UGent) K.L. Ledeganckstraat 35, B-9000 Gent, Belgium
| | - Antonio Ventosa
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Sevilla, Sevilla, C/. Prof. Garcia Gonzalez 2, ES-41012 Sevilla, Spain
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22
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Zhu S, Sun X, Li Y, Feng X, Gao B. The common origin and degenerative evolution of flagella in Actinobacteria. mBio 2023; 14:e0252623. [PMID: 38019005 PMCID: PMC10746217 DOI: 10.1128/mbio.02526-23] [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: 09/20/2023] [Accepted: 10/19/2023] [Indexed: 11/30/2023] Open
Abstract
IMPORTANCE Flagellar motility plays an important role in the environmental adaptation of bacteria and is found in more than 50% of known bacterial species. However, this important characteristic is sparsely distributed within members of the phylum Actinobacteria, which constitutes one of the largest bacterial groups. It is unclear why this important fitness organelle is absent in most actinobacterial species and the origin of flagellar genes in other species. Here, we present detailed analyses of the evolution of flagellar genes in Actinobacteria, in conjunction with the ecological distribution and cell biological features of major actinobacterial lineages, and the co-evolution of signal transduction systems. The results presented in addition to clarifying the puzzle of sporadic distribution of flagellar motility in Actinobacteria, also provide important insights into the evolution of major lineages within this phylum.
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Affiliation(s)
- Siqi Zhu
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, Guangdong Key Laboratory of Marine Materia Medica, Innovation Academy of South China Sea Ecology and Environmental Engineering, Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, Guangdong, China
- Tropical Marine Biological Research Station in Hainan, Chinese Academy of Sciences and Hainan Key Laboratory of Tropical Marine Biotechnology, Sanya, Hainan, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, Guangdong, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Xian Sun
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, Guangdong Key Laboratory of Marine Materia Medica, Innovation Academy of South China Sea Ecology and Environmental Engineering, Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, Guangdong, China
- Tropical Marine Biological Research Station in Hainan, Chinese Academy of Sciences and Hainan Key Laboratory of Tropical Marine Biotechnology, Sanya, Hainan, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, Guangdong, China
| | - Yuqian Li
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, Guangdong Key Laboratory of Marine Materia Medica, Innovation Academy of South China Sea Ecology and Environmental Engineering, Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, Guangdong, China
- Tropical Marine Biological Research Station in Hainan, Chinese Academy of Sciences and Hainan Key Laboratory of Tropical Marine Biotechnology, Sanya, Hainan, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, Guangdong, China
| | - Xueyin Feng
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, Guangdong Key Laboratory of Marine Materia Medica, Innovation Academy of South China Sea Ecology and Environmental Engineering, Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, Guangdong, China
- Tropical Marine Biological Research Station in Hainan, Chinese Academy of Sciences and Hainan Key Laboratory of Tropical Marine Biotechnology, Sanya, Hainan, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, Guangdong, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Beile Gao
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, Guangdong Key Laboratory of Marine Materia Medica, Innovation Academy of South China Sea Ecology and Environmental Engineering, Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, Guangdong, China
- Tropical Marine Biological Research Station in Hainan, Chinese Academy of Sciences and Hainan Key Laboratory of Tropical Marine Biotechnology, Sanya, Hainan, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, Guangdong, China
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23
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Reasoner SA, Flores V, Van Horn G, Morales G, Peard LM, Abelson B, Manuel C, Lee J, Baker B, Williams T, Schmitz JE, Clayton DB, Hadjifrangiskou M. Survey of the infant male urobiome and genomic analysis of Actinotignum spp. NPJ Biofilms Microbiomes 2023; 9:91. [PMID: 38040700 PMCID: PMC10692110 DOI: 10.1038/s41522-023-00457-6] [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: 02/22/2023] [Accepted: 11/10/2023] [Indexed: 12/03/2023] Open
Abstract
The urinary bladder harbors a community of microbes termed the urobiome, which remains understudied. In this study, we present the urobiome of healthy infant males from samples collected by transurethral catheterization. Using a combination of enhanced culture and amplicon sequencing, we identify several common bacterial genera that can be further investigated for their effects on urinary health across the lifespan. Many genera were shared between all samples suggesting a consistent urobiome composition among this cohort. We note that, for this cohort, early life exposures including mode of birth (vaginal vs. Cesarean section), or prior antibiotic exposure did not influence urobiome composition. In addition, we report the isolation of culturable bacteria from the bladders of these infant males, including Actinotignum spp., a bacterial genus that has been associated with urinary tract infections in older male adults. Herein, we isolate and sequence 9 distinct strains of Actinotignum spp. enhancing the genomic knowledge surrounding this genus and opening avenues for delineating the microbiology of this urobiome constituent. Furthermore, we present a framework for using the combination of culture-dependent and sequencing methodologies for uncovering mechanisms in the urobiome.
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Affiliation(s)
- Seth A Reasoner
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Viktor Flores
- Division of Pediatric Urology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Gerald Van Horn
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
- Center for Personalized Microbiology (CPMi), Vanderbilt University Medical Center, Nashville, TN, USA
| | - Grace Morales
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Leslie M Peard
- Division of Pediatric Urology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Benjamin Abelson
- Division of Pediatric Urology, Vanderbilt University Medical Center, Nashville, TN, USA
- Division of Pediatric Urology, Phoenix Children's Hospital, Phoenix, AZ, USA
| | - Carmila Manuel
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jessica Lee
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bailey Baker
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Timothy Williams
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jonathan E Schmitz
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
- Center for Personalized Microbiology (CPMi), Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Institute for Infection, Immunology and Inflammation, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Urology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Douglass B Clayton
- Division of Pediatric Urology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Maria Hadjifrangiskou
- Division of Molecular Pathogenesis, Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA.
- Center for Personalized Microbiology (CPMi), Vanderbilt University Medical Center, Nashville, TN, USA.
- Vanderbilt Institute for Infection, Immunology and Inflammation, Vanderbilt University Medical Center, Nashville, TN, USA.
- Department of Urology, Vanderbilt University Medical Center, Nashville, TN, USA.
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24
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Ongenae V, Kempff A, van Neer V, Shomar H, Tesson F, Rozen D, Briegel A, Claessen D. Genome sequence and characterization of Streptomyces phages Vanseggelen and Verabelle, representing two new species within the genus Camvirus. Sci Rep 2023; 13:20153. [PMID: 37978256 PMCID: PMC10656467 DOI: 10.1038/s41598-023-47634-3] [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: 08/30/2023] [Accepted: 11/16/2023] [Indexed: 11/19/2023] Open
Abstract
Despite the rising interest in bacteriophages, little is known about their infection cycle and lifestyle in a multicellular host. Even in the model system Streptomyces, only a small number of phages have been sequenced and well characterized so far. Here, we report the complete characterization and genome sequences of Streptomyces phages Vanseggelen and Verabelle isolated using Streptomyces coelicolor as a host. A wide range of Streptomyces strains could be infected by both phages, but neither of the two phages was able to infect members of the closely related sister genus Kitasatospora. The phages Vanseggelen and Verabelle have a double-stranded DNA genome with lengths of 48,720 and 48,126 bp, respectively. Both phage genomes contain 72 putative genes, and the presence of an integrase encoding protein indicates a lysogenic lifestyle. Characterization of the phages revealed their stability over a wide range of temperatures (30-45 °C) and pH values (4-10). In conclusion, Streptomyces phage Vanseggelen and Streptomyces phage Verabelle are newly isolated phages that can be classified as new species in the genus Camvirus, within the subfamily Arquattrovirinae.
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Affiliation(s)
- Véronique Ongenae
- Molecular Biotechnology, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, The Netherlands
- Centre for Microbial Cell Biology, Leiden University, Leiden, The Netherlands
| | - Annabel Kempff
- Molecular Biotechnology, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, The Netherlands
- Centre for Microbial Cell Biology, Leiden University, Leiden, The Netherlands
| | - Vera van Neer
- Molecular Biotechnology, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, The Netherlands
- Centre for Microbial Cell Biology, Leiden University, Leiden, The Netherlands
| | - Helena Shomar
- MDM Lab, Department Genomes and Genetics, Pasteur Institute, Paris, France
- INSERM, U1284, Université Paris-Cité, Paris, France
| | | | - Daniël Rozen
- Molecular Biotechnology, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, The Netherlands.
- Centre for Microbial Cell Biology, Leiden University, Leiden, The Netherlands.
| | - Ariane Briegel
- Molecular Biotechnology, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, The Netherlands.
- Centre for Microbial Cell Biology, Leiden University, Leiden, The Netherlands.
| | - Dennis Claessen
- Molecular Biotechnology, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA, Leiden, The Netherlands.
- Centre for Microbial Cell Biology, Leiden University, Leiden, The Netherlands.
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25
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Nikolaidis M, Hesketh A, Frangou N, Mossialos D, Van de Peer Y, Oliver SG, Amoutzias GD. A panoramic view of the genomic landscape of the genus Streptomyces. Microb Genom 2023; 9:mgen001028. [PMID: 37266990 PMCID: PMC10327506 DOI: 10.1099/mgen.0.001028] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/05/2023] [Indexed: 06/03/2023] Open
Abstract
We delineate the evolutionary plasticity of the ecologically and biotechnologically important genus Streptomyces, by analysing the genomes of 213 species. Streptomycetes genomes demonstrate high levels of internal homology, whereas the genome of their last common ancestor was already complex. Importantly, we identify the species-specific fingerprint proteins that characterize each species. Even among closely related species, we observed high interspecies variability of chromosomal protein-coding genes, species-level core genes, accessory genes and fingerprints. Notably, secondary metabolite biosynthetic gene clusters (smBGCs), carbohydrate-active enzymes (CAZymes) and protein-coding genes bearing the rare TTA codon demonstrate high intraspecies and interspecies variability, which emphasizes the need for strain-specific genomic mining. Highly conserved genes, such as those specifying genus-level core proteins, tend to occur in the central region of the chromosome, whereas those encoding proteins with evolutionarily volatile species-level fingerprints, smBGCs, CAZymes and TTA-codon-bearing genes are often found towards the ends of the linear chromosome. Thus, the chromosomal arms emerge as the part of the genome that is mainly responsible for rapid adaptation at the species and strain level. Finally, we observed a moderate, but statistically significant, correlation between the total number of CAZymes and three categories of smBGCs (siderophores, e-Polylysin and type III lanthipeptides) that are related to competition among bacteria.
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Affiliation(s)
- Marios Nikolaidis
- Bioinformatics Laboratory, Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - Andrew Hesketh
- School of Applied Sciences, University of Brighton, Huxley Building, Lewes Road, Brighton BN2 4GJ, UK
| | - Nikoletta Frangou
- Bioinformatics Laboratory, Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - Dimitris Mossialos
- Microbial Biotechnology-Molecular Bacteriology-Virology Laboratory, Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - Yves Van de Peer
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9054 Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9054 Ghent, Belgium
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria 0028, South Africa
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, PR China
| | - Stephen G. Oliver
- Department of Biochemistry, University of Cambridge, Cambridge CB2 1GA, UK
| | - Grigorios D. Amoutzias
- Bioinformatics Laboratory, Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
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26
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Hadjifrangiskou M, Reasoner S, Flores V, Van Horn G, Morales G, Peard L, Abelson B, Manuel C, Lee J, Baker B, Williams T, Schmitz J, Clayton D. Defining the Infant Male Urobiome and Moving Towards Mechanisms in Urobiome Research. RESEARCH SQUARE 2023:rs.3.rs-2618137. [PMID: 36945625 PMCID: PMC10029076 DOI: 10.21203/rs.3.rs-2618137/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
The urinary bladder harbors a community of microbes termed the urobiome, which remains understudied. In this study, we present the urobiome of healthy infant males from samples collected by transurethral catheterization. Using a combination of extended culture and amplicon sequencing, we identify several common bacterial genera that can be further investigated for their effects on urinary health across the lifespan. Many genera were shared between all samples suggesting a consistent urobiome composition among this cohort. We note that, for this cohort, early life exposures including mode of birth (vaginal vs. Caesarean section), or prior antibiotic exposure did not influence urobiome composition. In addition, we report the isolation of culturable bacteria from the bladders of these infant males, including Actinotignum schaalii, a bacterial species that has been associated with urinary tract infection in older male adults. Herein, we isolate and sequence 9 distinct strains of A. schaalii enhancing the genomic knowledge surrounding this species and opening avenues for delineating the microbiology of this urobiome constituent. Furthermore, we present a framework for using the combination of culture-dependent and sequencing methodologies for uncovering mechanisms in the urobiome.
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