787 results on '"biosynthetic gene clusters"'
Search Results
2. The Madagascar palm genome provides new insights on the evolution of Apocynaceae specialized metabolism
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Cuello, Clément, Jansen, Hans J., Abdallah, Cécile, Zamar Mbadinga, Duchesse-Lacours, Birer Williams, Caroline, Durand, Mickael, Oudin, Audrey, Papon, Nicolas, Giglioli-Guivarc'h, Nathalie, Dirks, Ron P., Jensen, Michael Krogh, O'Connor, Sarah Ellen, Besseau, Sébastien, and Courdavault, Vincent
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- 2024
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3. Diversity and distribution of biosynthetic gene clusters in agricultural soil microbiomes.
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Zhang, Zhiguo, Zhang, Lu, Zhang, Lihan, Chu, Haiyan, Ju, Feng, and Zhou, Jizhong
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Microbial community assembly ,Secondary metabolite ,agricultural soil microbiome ,biosynthetic gene clusters ,diversity ,Soil ,Phylogeny ,Soil Microbiology ,Microbiota ,Bacteria ,Multigene Family - Abstract
Bacterial secondary metabolites serve as an important source of molecules for drug discovery. They also play an important function in mediating the interactions of microbial producers with their living environment and surrounding organisms. However, little is known about the genetic novelty, distribution, and community-level impacts of soil bacterial biosynthetic potential on a large geographic scale. Here, we constructed the first catalog of 11,149 biosynthetic gene clusters (BGCs) from agricultural soils across China and unearthed hidden biosynthetic potential for new natural product discovery from the not-yet-cultivated soil bacteria. Notably, we revealed soil pH as the strongest environmental driver of BGC biogeography and predicted that soil acidification and global climate change could damage the biosynthetic potential of the soil microbiome. The co-occurrence network of bacterial genomes revealed two BGC-rich species, i.e., Nocardia niigatensis from Actinobacteriota and PSRF01 from Acidobacteriota, as the module hub and connector, respectively, indicating their keystone positions in the soil microbial communities. We also uncovered a dominant role of BGC-inferred biotic interactions over environmental drivers in structuring the soil microbiome. Overall, this study achieved novel insights into the BGC landscape in agricultural soils of China, substantially expanding our understanding of the diversity and novelty of bacterial secondary metabolism and the potential role of secondary metabolites in microbiota assembly.IMPORTANCEBacterial secondary metabolites not only serve as the foundation for numerous therapeutics (e.g., antibiotics and anticancer drugs), but they also play critical ecological roles in mediating microbial interactions (e.g., competition and communication). However, our knowledge of bacterial secondary metabolism is limited to only a small fraction of cultured strains, thus restricting our comprehensive understanding of their diversity, novelty, and potential ecological roles in soil ecosystems. Here, we used culture-independent metagenomics to explore biosynthetic potentials in agricultural soils of China. Our analyses revealed a high degree of genetic diversity and novelty within biosynthetic gene clusters in agricultural soil environments, offering valuable insights for biochemists seeking to synthesize novel bioactive products. Furthermore, we uncovered the pivotal role of BGC-rich species in microbial communities and the significant relationship between BGC richness and microbial phylogenetic turnover. This information emphasizes the importance of biosynthetic potential in the assembly of microbial communities.
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- 2024
4. Genome mining and biosynthetic pathways of marine-derived fungal bioactive natural products.
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Han, Caihua, Song, Anjing, He, Yueying, Yang, Liu, Chen, Litong, Dai, Wei, Wu, Qilin, and Yuan, Siwen
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MARINE natural products ,OCEAN mining ,MARINE fungi ,GENE expression ,NATURAL products - Abstract
Marine fungal natural products (MFNPs) are a vital source of pharmaceuticals, primarily synthesized by relevant biosynthetic gene clusters (BGCs). However, many of these BGCs remain silent under standard laboratory culture conditions, delaying the development of novel drugs from MFNPs to some extent. This review highlights recent efforts in genome mining and biosynthetic pathways of bioactive natural products from marine fungi, focusing on methods such as bioinformatics analysis, gene knockout, and heterologous expression to identify relevant BGCs and elucidate the biosynthetic pathways and enzyme functions of MFNPs. The research efforts presented in this review provide essential insights for future gene-guided mining and biosynthetic pathway analysis in MFNPs. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Genome sequences of toxigenic cyanobacteria from a bloom in Lake Mattamuskeet, North Carolina (United States).
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Moretto, Jéssica A., Berthold, David E., Lefler, Forrest W., Mazzei, Viviana, Loftin, Keith A., and Laughinghouse, H. Dail
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CYANOBACTERIAL blooms , *GENE clusters , *WATER quality , *ALGAL blooms , *GENOMICS - Abstract
Lake Mattamuskeet, the largest lake in North Carolina, USA, has undergone decades‐long eutrophication causing reduced water quality and promoting cyanobacterial blooms that may produce toxins. It is therefore necessary to evaluate the cyanobacterial diversity of the lake and their toxigenic potential. We present draft genomes of Microcystis, Pelatocladus, Raphidiopsis, and Umezakia strains isolated from Lake Mattamuskeet. The whole‐genome shotgun projects for Umezakia ovalisporum BLCC‐F208, Microcystis sp. BLCC‐F209, Microcystis sp. BLCC‐F210, Pelatocladus sp. BLCC‐F211, U. ovalisporum BLCC‐F215, and Raphidiopsis BLCC‐F218 have been deposited in GenBank under accession numbers JBHFLK000000000, JBHFLL000000000, CP169647, JBHFLM000000000, JBHFLN000000000, and JBHFLO000000000, respectively. Based on the genomic analysis, several biosynthetic gene clusters (BCGs) with varying degrees of similarity to known toxic and bioactive compound gene clusters were identified across the different cyanobacterial strains. [ABSTRACT FROM AUTHOR]
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- 2024
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6. Comparative Multi‐Omics Survey Reveals Novel Specialized Metabolites and Biosynthetic Gene Clusters Under GacS Control in Pseudomonas donghuensis Strain SVBP6.
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Muzio, Federico Matías, Hamilton, Corri D., Stincone, Paolo, Agaras, Betina, Haney, Cara H., Petras, Daniel, and Valverde, Claudio
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AGRICULTURE , *AMIDES , *GENE expression , *GENE clusters , *TRANSCRIPTOMES - Abstract
In Pseudomonas donghuensis SVBP6, isolated from an agricultural field, the well‐conserved Gac‐Rsm pathway upregulates biosynthesis of the antifungal compound 7‐hydroxytropolone (7‐HT). However, 7‐HT does not fully explain the strain's Gac‐Rsm‐dependent antimicrobial activity. Here, we combined comparative transcriptomic, proteomic, and metabolomic approaches to identify novel GacS‐dependent biosynthetic gene clusters (BGC) and/or extracellular specialized metabolites. Our data revealed a broad impact of GacS on gene expression and extracellular metabolite profile of SVBP6. At both the mRNA and polypeptide levels, specialized metabolism was the main affected functional category in the gacS mutant. The major extracellular MS/MS spectral families promoted by GacS were fatty acid amides, fatty acids, and alkaloids. GacS was required for the production of the antimicrobial compound pseudoiodinine and to activate expression of the corresponding BGC. We also detected GacS‐dependent production of 2,3,4‐trihydro‐β‐carboline‐1‐one, which may add to the antimicrobial arsenal of SVBP6. Furthermore, transcriptomics and proteomics pinpointed several GacS‐activated BGCs that had escaped in silico genome mining tools. Altogether, comparative multi‐omics analyses of gacS loss‐of‐function mutants in Pseudomonas isolates are a promising strategy to uncover bioactive metabolites and/or their BGCs. Discovery of novel natural products is important for harnessing the potential of microbiota to improve crop plant growth and health. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Identification and Bioactivity Analysis of a Novel Bacillus Species, B. maqinnsis sp. nov. Bos-x6-28, Isolated from Feces of the Yak (Bos grunniens).
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Ma, Qiang, Xiang, Xin, Ma, Yan, Li, Guangzhi, Liu, Xingyu, Jia, Boai, Yang, Wenlin, Yin, Hengxia, and Zhang, Benyin
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WHOLE genome sequencing ,YAK ,DRUG discovery ,BIOMARKERS ,ANTINEOPLASTIC antibiotics - Abstract
Background: The identification of novel bacterial species from the intestines of yaks residing on the Qinghai–Tibet Plateau is pivotal in advancing our understanding of host–microbiome interactions and represents a promising avenue for microbial drug discovery. Methods: In this study, we conducted a polyphasic taxonomic analysis and bioactive assays on a Bacillus strain, designated Bos-x6-28, isolated from yak feces. Results: The findings revealed that strain Bos-x6-28 shares a high 16S rRNA gene sequence similarity (98.91%) with B. xiamenensis HYC-10
T and B. zhangzhouensis DW5-4T , suggesting close phylogenetic affinity. Physiological and biochemical characterizations demonstrated that Bos-x6-28 could utilize nine carbon sources, including D-galactose, inositol, and fructose, alongside nine nitrogen sources, such as threonine, alanine, and proline. Analysis of biochemical markers indicated that Bos-x6-28's cell wall hydrolysates contained mannose, glucose, and meso-2,6-diaminopimelic acid, while menaquinone-7 (MK-7), phosphatidylethanolamine (PE), phosphatidylcholine (PC), and phosphatidylglycerol (DPG) were found in the cell membrane. The primary cellular fatty acids included C16:0 (28.00%), cyclo-C17:0 (19.97%), C14:0 (8.75%), cyclo-C19:0 (8.52%), iso-C15:0 (5.49%), anteiso-C15:0 (4.61%), and C12:0 (3.15%). Whole-genome sequencing identified a genome size of 3.33 Mbp with 3353 coding genes. Digital DNA–DNA hybridization (dDDH) and average nucleotide identity (ANI) analyses confirmed Bos-x6-28 as a novel species, hereby named B. maqinnsis Bos-x6-28 (MCCC 1K09379). Further genomic analysis unveiled biosynthetic gene clusters encoding bioactive natural compounds, including β-lactones, sactipeptides, fengycin, and lichenysin analogs. Additionally, in vitro assays demonstrated that this strain exhibits antibacterial and cytotoxic activities. Conclusions: These findings collectively indicate the novel Bacillus species B. maqinnsis Bos-x6-28 as a promising source for novel antibiotic and antitumor agents. [ABSTRACT FROM AUTHOR]- Published
- 2024
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8. Whole-Genome Profiling of Endophytic Strain B.L.Ns.14 from Nigella sativa Reveals Potential for Agricultural Bioenhancement.
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Douka, Dimitra, Spantidos, Tasos-Nektarios, Tsalgatidou, Polina C., Katinakis, Panagiotis, and Venieraki, Anastasia
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BACTERIAL genomes ,AGRICULTURE ,BLACK cumin ,VERTICILLIUM dahliae ,RHIZOCTONIA solani ,ENDOPHYTIC bacteria ,FUSARIUM oxysporum - Abstract
Endophytic microbes in medicinal plants often possess beneficial traits for plant health. This study focuses on the bacterial endophyte strain B.L.Ns.14, isolated from Nigella sativa leaves, which demonstrated multiple plant growth-promoting properties. In vitro tests showed that B.L.Ns.14 supports plant growth, colonization, and tolerance to abiotic stress. The strain also exhibited antifungal activity against phytopathogens such as Rhizoctonia solani, Colletotrichum acutatum, Verticillium dahliae, and Fusarium oxysporum f. sp. radicis-lycopersici. Whole-genome analysis, supported by ANI and dDDH values, identified B.L.Ns.14 as Bacillus halotolerans. Genome mining revealed 128 active carbohydrate enzymes (Cazymes) related to endophytism and biocontrol functions, along with genes involved in phosphate solubilization, siderophore and IAA production, biofilm formation, and motility. Furthermore, genes for osmolyte metabolism, Na+/H+ antiporters, and stress response proteins were also identified. The genome harbors 12 secondary metabolite biosynthetic gene clusters, including those for surfactin, plipastatin mojavensin, rhizocticin A, and bacilysin, known for their antagonistic effects against fungi. Additionally, B.L.Ns.14 promoted Arabidopsis thaliana growth under both normal and saline conditions, and enhanced Solanum lycopersicum growth via seed biopriming and root irrigation. These findings suggest that Bacillus halotolerans B.L.Ns.14 holds potential as a biocontrol and plant productivity agent, warranting further field testing. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Genomic Insights into the Bactericidal and Fungicidal Potential of Bacillus mycoides b12.3 Isolated in the Soil of Olkhon Island in Lake Baikal, Russia.
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Romanenko, Maria N., Shikov, Anton E., Savina, Iuliia A., Shmatov, Fedor M., Nizhnikov, Anton A., and Antonets, Kirill S.
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PHYTOPATHOGENIC microorganisms ,WHOLE genome sequencing ,PLANT dispersal ,BACILLUS (Bacteria) ,GENOMICS ,XANTHOMONAS campestris - Abstract
The dispersal of plant pathogens is a threat to the global economy and food industry which necessitates the need to discover efficient biocontrol agents such as bacteria, fungi, etc., inhibiting them. Here, we describe the Bacillus mycoides strain b12.3 isolated from the soil of Olkhon Island in Lake Baikal, Russia. By applying the co-cultivation technique, we found that the strain inhibits the growth of plant pathogens, such as the bacteria Xanthomonas campestris, Clavibacter michiganensis, and Pectobacterium atrospecticum, as well as the fungus Alternaria solani. To elucidate the genomic fundament explaining these activities, we leveraged next-generation whole-genome sequencing and obtained a high-quality assembly based on short reads. The isolate bore seven known BGCs (biosynthetic gene clusters), including those responsible for producing bacillibactin, fengycin, and petrobactin. Moreover, the genome contained insecticidal genes encoding for App4Aa1, Tpp78Ba1, and Spp1Aa1 toxins, thus implicating possible pesticidal potential. We compared the genome with the 50 closest assemblies and found that b12.3 is enriched with BGCs. The genomic analysis also revealed that genomic architecture corresponds to the experimentally observed activity spectrum implying that the combination of produced secondary metabolites delineates the range of inhibited phytopathogens Therefore, this study deepens our knowledge of the biology and ecology of B. mycoides residing in the Lake Baikal region. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Whole-Genome Sequencing of Peribacillus frigoritolerans Strain d21.2 Isolated in the Republic of Dagestan, Russia.
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Romanenko, Maria N., Shikov, Anton E., Savina, Iuliia A., Nizhnikov, Anton A., and Antonets, Kirill S.
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MOBILE genetic elements ,WHOLE genome sequencing ,GENE clusters ,METABOLITES ,SOIL sampling - Abstract
Pesticide-free agriculture is a fundamental pillar of environmentally friendly agriculture. To this end, there is an active search for new bacterial strains capable of synthesizing secondary metabolites and toxins that protect crops from pathogens and pests. In this study, we isolated a novel strain d21.2 of Peribacillus frigoritolerans from a soil sample collected in the Republic of Dagestan, Russia. Leveraging several bioinformatic approaches on Illumina-based whole-genome assembly, we revealed that the strain harbors certain insecticidal loci (coding for putative homologs of Bmp and Vpa) and also contains multiple BGCs (biosynthetic gene clusters), including paeninodin, koranimine, schizokinen, and fengycin. In total, 21 BGCs were predicted as synthesizing metabolites with bactericidal and/or fungicidal effects. Importantly, by applying a re-scaffolding pipeline, we managed to robustly predict MGEs (mobile genetic elements) associated with BGCs, implying high genetic plasticity. In addition, the d21.2's genome was free from genes encoding for enteric toxins, implying its safety in use. A comparison with available genomes of the Peribacillus frigoritolerans strain revealed that the strain described here contains more functionally important loci than other members of the species. Therefore, strain d21.2 holds potential for use in agriculture due to the probable manifestation of bactericidal, fungicidal, growth-stimulating, and other useful properties. The assembled genome is available in the NCBI GeneBank under ASM4106054v1. [ABSTRACT FROM AUTHOR]
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- 2024
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11. Understanding metabolic diversification in plants: branchpoints in the evolution of specialized metabolism.
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Ji, Wenjuan, Osbourn, Anne, and Liu, Zhenhua
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PLANT metabolism , *GENE clusters , *METABOLISM , *CHEMICAL engineering , *PLANT evolution - Abstract
Plants are chemical engineers par excellence. Collectively they make a vast array of structurally diverse specialized metabolites. The raw materials for building new pathways (genes encoding biosynthetic enzymes) are commonly recruited directly or indirectly from primary metabolism. Little is known about how new metabolic pathways and networks evolve in plants, or what key nodes contribute to branches that lead to the biosynthesis of diverse chemicals. Here we review the molecular mechanisms underlying the generation of biosynthetic branchpoints. We also consider examples in which new metabolites are formed through the joining of precursor molecules arising from different biosynthetic routes, a scenario that greatly increases both the diversity and complexity of specialized metabolism. Given the emerging importance of metabolic gene clustering in helping to identify new enzymes and pathways, we further cover the significance of biosynthetic gene clusters in relation to metabolic networks and dedicated biosynthetic pathways. In conclusion, an improved understanding of the branchpoints between metabolic pathways will be key in order to be able to predict and illustrate the complex structure of metabolic networks and to better understand the plasticity of plant metabolism. This article is part of the theme issue 'The evolution of plant metabolism'. [ABSTRACT FROM AUTHOR]
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- 2024
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12. Comparative genomics of the highly halophilic Haloferacaceae.
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Griffiths, Dana B., Tiwari, Ravi P., Murphy, Daniel V., and Scott, Colin
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GENETIC variation , *METABOLITES , *COMPARATIVE genomics , *EVIDENCE gaps , *PAN-genome - Abstract
The Haloferacaceae are a family of extremely halophilic archaea with many species producing enzymes and products beneficial for industrial biotechnology. They are, however, relatively under-characterised with regards to genetics and gene products. This study aims to use existing sequence data to highlight genetic diversity, create pangenomes for three genera, and provide secondary metabolite and pathway analysis. This will establish current knowledge and identify key gaps in research. We show that the Haloferacaceae have significant genetic diversity between genera, with numerous gene gain and loss events in key genera. It also found that the model genus, Haloferax, has relatively low identified secondary metabolites compared to other genera within the family. Additionally, this study has identified potential biotechnology targets for heterologous expression in model organisms. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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13. Novel Strain Bacillus velezensis LAFUEL 03: Activity Against Xanthomonas vasicola pv. vasculorum , Control of Bacterial Leaf Streak of Corn and Genome Insights into Its Antagonistic Activity.
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Duin, Izabela Moura, Rodrigues, Vanessa Hitomi Sugahara, Leite Jr., Rui Pereira, and Balbi-Peña, Maria Isabel
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DISC diffusion tests (Microbiology) , *BACILLUS (Bacteria) , *METABOLITES , *MOLECULAR clusters , *CELL suspensions - Abstract
The main objective of this study was to investigate the antimicrobial activity of three putative antagonist bacterial strains of Bacillus spp. against Xanthomonas vasicola pv. vasculorum (Xvv) and their potential to control bacterial leaf streak (BLS) of corn. Additionally, the study included investigations on the genome of one of these antagonist bacteria, such as genome sequencing and mining of genes involved in biofilm formation, swarming motility, and synthesis of secondary metabolites. The growth of Xvv was inhibited by both cell suspensions and cell-free supernatants of the bacterial strains LAFUEL 01, LAFUEL 02, and LAFUEL 03 in agar diffusion tests. All three antagonist strains significantly reduced the severity of BLS in the 3rd and 4th leaves of corn plants that were artificially inoculated at the V3 growth stage under greenhouse conditions. The 16S rRNA sequencing confirmed that the antagonistic bacterial strains belong to the genus Bacillus, with LAFUEL 03 having approximately 97% similarity to B. velezensis. B. velezensis LAFUEL 03 harbors genes related to the biosynthesis of secondary metabolites, biofilm formation/regulation, and swarming motility that enhances its potential for controlling BLS in corn and suggests a promising candidate for the development of a commercial biocontrol agent. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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14. Streptomyces hygroscopicus and rapamycinicus Evaluated from a U.S. Marine Sanctuary: Biosynthetic Gene Clusters Encode Antibiotic and Chemotherapeutic Secondary Metabolites.
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Flaherty, Hannah R., Aytur, Semra A., and Bucci, John P.
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NONRIBOSOMAL peptide synthetases ,ANTINEOPLASTIC antibiotics ,POLYKETIDE synthases ,POISSON regression ,METABOLITES - Abstract
Cancer remains a leading cause of death worldwide. Also threatening the public is the emergence of antibiotic resistance to existing medicines. Despite the challenge to produce viable natural products to market, there continues to be a need within public health to provide new chemotherapeutic drugs such as those exhibiting cytotoxicity and tumor cell growth-inhibitory properties. As marine genomic research advances, it is apparent that marine-derived sediment harbors uniquely potent bioactive compounds compared to their terrestrial counterparts. The Streptomyces genus in particular produces more than 30% of all secondary metabolites currently approved for human health, thus harboring unexplored reservoirs of chemotherapeutic and antibiotic agents to combat emerging disease. The present study identifies the presence of Streptomyces hygroscopicus and rapamycinicus in environmental sediment at locations within the U.S. Stellwagen Bank National Marine Sanctuary (SBNMS) from 2017 to 2022. Sequencing and bioinformatics methods catalogued biosynthetic gene clusters (BGCs) that drive cytotoxic and antibiotic biochemical processes in samples collected from sites permittable and protected to fishing activity. Poisson regression models confirmed that Sites 1 and 3 had significantly higher occurrences of rapamycinicus than other sites (p < 0.01). Poisson regression models confirmed that Sites 1, 2 and 3 had significantly higher occurrence for Streptomyces hygroscopicus across sites (p < 0.05). Interestingly, permitted fishing sites showed a greater prevalence of both species. Statistical analyses showed a significant difference in aligned hits with polyketide synthases (PKSs) and non-ribosomal peptide synthetases (NRPSs) by site and between species with hygroscopicus showing a greater quantity than rapamycinicus among Streptomyces spp. (p < 0.05; F = 4.7 > F crit). [ABSTRACT FROM AUTHOR]
- Published
- 2024
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15. Pangenome mining of the Streptomyces genus redefines species’ biosynthetic potential
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Omkar S. Mohite, Tue S. Jørgensen, Thomas J. Booth, Pep Charusanti, Patrick V. Phaneuf, Tilmann Weber, and Bernhard O. Palsson
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Pangenome analysis ,Streptomyces ,Genome mining ,Biosynthetic Gene Clusters ,Phylogenetic analysis ,Metabolism ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - 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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- 2025
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16. scMicrobe PTA: near complete genomes from single bacterial cells
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Bowers, Robert M, Gonzalez-Pena, Veronica, Wardhani, Kartika, Goudeau, Danielle, Blow, Matthew James, Udwary, Daniel, Klein, David, Vill, Albert C, Brito, Ilana L, Woyke, Tanja, Malmstrom, Rex R, and Gawad, Charles
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Microbiology ,Biological Sciences ,Biotechnology ,Human Genome ,Genetics ,Infection ,single cell genomics ,unculturable bacteria ,microbiome ,microbial ecology ,primary template-directed amplification ,multiple displacement amplification ,whole genome amplification ,microbiome sequencing ,mobile genetic elements ,biosynthetic gene clusters ,Ecology - Abstract
Microbial genomes produced by standard single-cell amplification methods are largely incomplete. Here, we show that primary template-directed amplification (PTA), a novel single-cell amplification technique, generated nearly complete genomes from three bacterial isolate species. Furthermore, taxonomically diverse genomes recovered from aquatic and soil microbiomes using PTA had a median completeness of 81%, whereas genomes from standard multiple displacement amplification-based approaches were usually
- Published
- 2024
17. Diversity and specificity of molecular functions in cyanobacterial symbionts
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Ellen S. Cameron, Santiago Sanchez, Nick Goldman, Mark L. Blaxter, and Robert D. Finn
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Mutualism ,Facultative symbioses ,Host-association ,Biosynthetic gene clusters ,Phylogenomics ,Medicine ,Science - Abstract
Abstract Cyanobacteria are globally occurring photosynthetic bacteria notable for their contribution to primary production and production of toxins which have detrimental ecosystem impacts. Furthermore, cyanobacteria can form mutualistic symbiotic relationships with a diverse set of eukaryotes, including land plants, aquatic plankton and fungi. Nevertheless, not all cyanobacteria are found in symbiotic associations suggesting symbiotic cyanobacteria have evolved specializations that facilitate host-interactions. Photosynthetic capabilities, nitrogen fixation, and the production of complex biochemicals are key functions provided by host-associated cyanobacterial symbionts. To explore if additional specializations are associated with such lifestyles in cyanobacteria, we have conducted comparative phylogenomics of molecular functions and of biosynthetic gene clusters (BGCs) in 984 cyanobacterial genomes. Cyanobacteria with host-associated and symbiotic lifestyles were concentrated in the family Nostocaceae, where eight monophyletic clades correspond to specific host taxa. In agreement with previous studies, symbionts are likely to provide fixed nitrogen to their eukaryotic partners, through multiple different nitrogen fixation pathways. Additionally, our analyses identified chitin metabolising pathways in cyanobacteria associated with specific host groups, while obligate symbionts had fewer BGCs. The conservation of molecular functions and BGCs between closely related symbiotic and free-living cyanobacteria suggests the potential for additional cyanobacteria to form symbiotic relationships than is currently known.
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- 2024
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18. Bioactive Compounds Produced by Endophytic Bacteria and Their Plant Hosts—An Insight into the World of Chosen Herbaceous Ruderal Plants in Central Europe.
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Drożdżyński, Piotr, Rutkowska, Natalia, Rodziewicz, Magdalena, and Marchut-Mikołajczyk, Olga
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PLANT defenses , *ENDOPHYTIC bacteria , *BIOACTIVE compounds , *MILK thistle , *STINGING nettle - Abstract
The natural environment has been significantly impacted by human activity, urbanization, and industrialization, leading to changes in living organisms and their adaptation to harsh conditions. Species, including plants, adapt to these changes by creating mechanisms and modifications that allow them to survive in harsh environments. Also, endophytes, microorganisms that live inside plants, can support plant growth and defense mechanisms in these conditions by synthesizing antimicrobial secondary metabolites. What is more, endophytes produce bioactive metabolites, including alkaloids, amines, and peptides, which play a crucial role in the relationship between endophytes and their host organisms. Endophytes themselves benefit from this by creating a stable environment for their survival and development. The aim of this review is to gain insight into endophytic bioactive metabolites from chosen synanthropic ruderal plants. Industrial activities release pollutants like heavy metals, by-products, and waste, which challenge living organisms and require adaptation. Synanthropic plants, where endophytes are abundant, are particularly valuable for their bioactive compounds, which are used in agriculture and medicine. This review presents, among others, endophytes of herbaceous ruderal plants from central Europe—Chelidonium majus L., Urtica dioica L., Plantago lanceolata L., Matricaria chamomilla L., Equisetum arvense L., Oenothera biennis L., Silybum marianum L., and Mentha piperita L. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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19. Genome Mining for Diazo-Synthesis-Related Genes in Streptomyces sp. CS057 Unveiled the Cryptic Biosynthetic Gene Cluster crx for the Novel 3,4-AHBA-Derived Compound Crexazone 2.
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Prado-Alonso, Laura, Ye, Suhui, Pérez-Victoria, Ignacio, Montero, Ignacio, Riesco, Pedro, Ortiz-López, Francisco Javier, Martín, Jesús, Olano, Carlos, Reyes, Fernando, and Méndez, Carmen
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LEAF-cutting ants , *REGULATOR genes , *GENE clusters , *GROUP formation , *STREPTOMYCES - Abstract
Natural products play a crucial role in drug development, addressing the escalating microbial resistance to antibiotics and the treatment of emerging diseases. Progress in genome sequencing techniques, coupled with the development of bioinformatics tools and the exploration of uncharted habitats, has highlighted the biosynthetic potential of actinomycetes. By in silico screening for diazo-related gene genomes from twelve Streptomyces strains isolated from Attini leaf-cutting ants, the new crx biosynthetic gene cluster (BGC) was identified in Streptomyces sp. CS057. This cluster, highly conserved in several Streptomyces strains, contains genes related to diazo group formation and genes for the biosynthesis of 3,4-AHBA. By overexpressing the LuxR-like regulatory gene crxR1, we were able to activate the crx cluster, which encodes the biosynthesis of three 3,4-AHBA-derived compounds that we named crexazones (CRXs). The chemical structure of crexazones (CRXs) was determined by LC-DAD-HRMS-based dereplication and NMR spectroscopic analyses and was found to correspond to two known compounds, 3-acetamido-4-hydroxybenzoic acid (CRX1) and the phenoxazinone texazone (CRX3), and a novel 3,4-AHBA-containing compound herein designated as CRX2. Experimental proof linking the crx BGC to their encoded compounds was achieved by generating mutants in selected crx genes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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20. Exploring the Diversity and Specificity of Secondary Biosynthetic Potential in Rhodococcus.
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Hu, Gang-Ao, Song, Yue, Liu, Shi-Yi, Yu, Wen-Chao, Yu, Yan-Lei, Chen, Jian-Wei, Wang, Hong, and Wei, Bin
- Abstract
The actinomycete genus Rhodococcus is known for its diverse biosynthetic enzymes, with potential in pollutant degradation, chemical biocatalysis, and natural product exploration. Comparative genomics have analyzed the distribution patterns of non-ribosomal peptide synthetases (NRPSs) in Rhodococcus. The diversity and specificity of its secondary metabolism offer valuable insights for exploring natural products, yet remain understudied. In the present study, we analyzed the distribution patterns of biosynthetic gene clusters (BGCs) in the most comprehensive Rhodococcus genome data to date. The results show that 86.5% of the gene cluster families (GCFs) are only distributed in a specific phylogenomic-clade of Rhodococcus, with the most predominant types of gene clusters being NRPS and ribosomally synthesized and post-translationally modified peptides (RiPPs). In-depth mining of RiPP gene clusters revealed that Rhodococcus encodes many clade-specific novel RiPPs, with thirteen core peptides showing antibacterial potential. High-throughput elicitor screening (HiTES) and non-targeted metabolomics revealed that a marine-derived Rhodococcus strain produces a large number of new aurachin-like compounds when exposed to specific elicitors. The present study highlights the diversity and specificity of secondary biosynthetic potential in Rhodococcus, and provides valuable information for the targeted exploration of novel natural products from Rhodococcus, especially for phylogenomic-clade-specific metabolites. [ABSTRACT FROM AUTHOR]
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- 2024
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21. Distribution and comparative genomic analysis of antimicrobial gene clusters found in Pantoea.
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Kirk, Ashlyn and Stavrinides, John
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HORIZONTAL gene transfer ,GENE clusters ,COMPARATIVE genomics ,GENOMICS ,NATURAL products ,MOBILE genetic elements - Abstract
Members of the bacterial genus Pantoea produce a variety of antimicrobial products that are effective against plant, animal, and human pathogens. To date, little is known about the distribution and evolutionary history of these clusters. We surveyed the public databases for the 12 currently known antibiotic biosynthetic gene clusters found across Pantoea strains to determine their distribution. We show that some clusters, namely pantocin B, PNP-3, and PNP-4 are found strictly in Pantoea, while agglomerin, andrimid, AGA, dapdiamide, herbicolin, PNP-1, PNP-2, PNP-5, and pantocin A, are more broadly distributed in distantly related genera within Vibrionaceae, Pectobacteriaceae, Yersiniaceae, Morganellaceae, and Hafniaceae. We evaluated the evolutionary history of these gene clusters relative to a cpn60-based species tree, considering the flanking regions of each cluster, %GC, and presence of mobile genetic elements, and identified potential occurrences of horizontal gene transfer. Lastly, we also describe the biosynthetic gene cluster of pantocin B in the strain Pantoea agglomerans Eh318 more than 20 years after this antibiotic was first described. [ABSTRACT FROM AUTHOR]
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- 2024
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22. Diversity and specificity of molecular functions in cyanobacterial symbionts.
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Cameron, Ellen S., Sanchez, Santiago, Goldman, Nick, Blaxter, Mark L., and Finn, Robert D.
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NITROGEN fixation ,GENE clusters ,CHITIN ,PLANKTON ,SYMBIOSIS - Abstract
Cyanobacteria are globally occurring photosynthetic bacteria notable for their contribution to primary production and production of toxins which have detrimental ecosystem impacts. Furthermore, cyanobacteria can form mutualistic symbiotic relationships with a diverse set of eukaryotes, including land plants, aquatic plankton and fungi. Nevertheless, not all cyanobacteria are found in symbiotic associations suggesting symbiotic cyanobacteria have evolved specializations that facilitate host-interactions. Photosynthetic capabilities, nitrogen fixation, and the production of complex biochemicals are key functions provided by host-associated cyanobacterial symbionts. To explore if additional specializations are associated with such lifestyles in cyanobacteria, we have conducted comparative phylogenomics of molecular functions and of biosynthetic gene clusters (BGCs) in 984 cyanobacterial genomes. Cyanobacteria with host-associated and symbiotic lifestyles were concentrated in the family Nostocaceae, where eight monophyletic clades correspond to specific host taxa. In agreement with previous studies, symbionts are likely to provide fixed nitrogen to their eukaryotic partners, through multiple different nitrogen fixation pathways. Additionally, our analyses identified chitin metabolising pathways in cyanobacteria associated with specific host groups, while obligate symbionts had fewer BGCs. The conservation of molecular functions and BGCs between closely related symbiotic and free-living cyanobacteria suggests the potential for additional cyanobacteria to form symbiotic relationships than is currently known. [ABSTRACT FROM AUTHOR]
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- 2024
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23. MAGnificent microbes: metagenome-assembled genomes of marine microorganisms in mats from a Submarine Groundwater Discharge Site in Mabini, Batangas, Philippines
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Joshua T. Veluz, Paul Christian T. Gloria, Laurence Anthony N. Mallari, Ann Elizabeth R. Enova, and Maria Auxilia T. Siringan
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biosynthetic gene clusters ,metagenome-assembled genomes ,microbial mats ,shotgun sequencing ,submarine groundwater discharge ,Science ,General. Including nature conservation, geographical distribution ,QH1-199.5 - Published
- 2025
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24. A metabologenomics approach reveals the unexplored biosynthetic potential of bacteria isolated from an Amazon Conservation Unit
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Ana Carolina Favacho Miranda de Oliveira, Bruna Domingues Vieira, Rafael de Felício, Lucas da Silva e Silva, Adonney Allan de Oliveira Veras, Diego Assis das Graças, Artur Silva, Rafael Azevedo Baraúna, Daniela Barretto Barbosa Trivella, and Maria Paula Cruz Schneider
- Subjects
secondary metabolism ,biosynthetic gene clusters ,untargeted metabolomics ,Streptomyces ,Rhodococcus ,Brevibacillus ,Microbiology ,QR1-502 - Abstract
ABSTRACT The Amazon, an important biodiversity hotspot, remains poorly explored in terms of its microbial diversity and biotechnological potential. The present study characterized the metabolic potential of Gram-positive strains of the Actinomycetes and Bacilli classes isolated from soil samples of an Amazon Conservation Unit. The sequencing of the 16S rRNA gene classified the strains ACT015, ACT016, and FIR094 within the genera Streptomyces, Rhodococcus, and Brevibacillus, respectively. Genome mining identified 33, 17, and 14 biosynthetic gene clusters (BGCs) in these strains, including pathways for the biosynthesis of antibiotic and antitumor agents. Additionally, 40 BGCs (62,5% of the total BGCs) were related to unknown metabolites. The OSMAC approach and untargeted metabolomics analysis revealed a plethora of metabolites under laboratory conditions, underscoring the untapped chemical diversity and biotechnological potential of these isolates. Our findings illustrated the efficacy of the metabologenomics approach in elucidating secondary metabolism and selecting BGCs with chemical novelty.IMPORTANCEThe largest rainforest in the world is globally recognized for its biodiversity. However, until now, few studies have been conducted to prospect natural products from the Amazon microbiome. In this work, we isolated three free-living bacterial species from the microbiome of pristine soils and used two high-throughput technologies to reveal the vast unexplored repertoire of secondary metabolites produced by these microorganisms.
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- 2025
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25. Metagenomic insights and biosynthetic potential of Candidatus Entotheonella symbiont associated with Halichondria marine sponges
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Hiyoung Kim, Jiyeong Ahn, Jaebum Kim, and Hahk-Soo Kang
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marine sponges ,symbionts ,metagenomics ,biosynthetic gene clusters ,Microbiology ,QR1-502 - Abstract
ABSTRACT Korea, being surrounded by the sea, provides a rich habitat for marine sponges, which have been a prolific source of bioactive natural products. Although a diverse array of structurally novel natural products has been isolated from Korean marine sponges, their biosynthetic origins remain largely unknown. To explore the biosynthetic potential of Korean marine sponges, we conducted metagenomic analyses of sponges inhabiting the East Sea of Korea. This analysis revealed a symbiotic association of Candidatus Entotheonella bacteria with Halichondria sponges. Here, we report a new chemically rich Entotheonella variant, which we named Ca. Entotheonella halido. Remarkably, this symbiont makes up 69% of the microbial community in the sponge Halichondira dokdoensis. Genome-resolved metagenomics enabled us to obtain a high-quality Ca. E. halido genome, which represents the largest (12 Mb) and highest quality among previously reported Entotheonella genomes. We also identified the biosynthetic gene cluster (BGC) of the known sponge-derived Halicylindramides from the Ca. E. halido genome, enabling us to determine their biosynthetic origin. This new symbiotic association expands the host diversity and biosynthetic potential of metabolically talented bacterial genus Ca. Entotheonella symbionts.IMPORTANCEOur study reports the discovery of a new bacterial symbiont Ca. Entotheonella halido associated with the Korean marine sponge Halichondria dokdoensis. Using genome-resolved metagenomics, we recovered a high-quality Ca. E. halido MAG (Metagenome-Assembled Genome), which represents the largest and most complete Ca. Entotheonella MAG reported to date. Pangenome and BGC network analyses revealed a remarkably high BGC diversity within the Ca. Entotheonella pangenome, with almost no overlapping BGCs between different MAGs. The cryptic and genetically unique BGCs present in the Ca. Entotheonella pangenome represents a promising source of new bioactive natural products.
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- 2025
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26. Genome mining and biosynthetic pathways of marine-derived fungal bioactive natural products
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Caihua Han, Anjing Song, Yueying He, Liu Yang, Litong Chen, Wei Dai, Qilin Wu, and Siwen Yuan
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marine fungi ,marine natural products ,biosynthetic gene clusters ,genome mining ,biosynthesis ,Microbiology ,QR1-502 - Abstract
Marine fungal natural products (MFNPs) are a vital source of pharmaceuticals, primarily synthesized by relevant biosynthetic gene clusters (BGCs). However, many of these BGCs remain silent under standard laboratory culture conditions, delaying the development of novel drugs from MFNPs to some extent. This review highlights recent efforts in genome mining and biosynthetic pathways of bioactive natural products from marine fungi, focusing on methods such as bioinformatics analysis, gene knockout, and heterologous expression to identify relevant BGCs and elucidate the biosynthetic pathways and enzyme functions of MFNPs. The research efforts presented in this review provide essential insights for future gene-guided mining and biosynthetic pathway analysis in MFNPs.
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- 2024
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27. Biosynthetic potential of the gut microbiome in longevous populations
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Sheng Liu, Zhao Zhang, Xudong Wang, Yan Ma, Hengfang Ruan, Xing Wu, Baoxia Li, Xiangyu Mou, Tao Chen, Zhengqi Lu, and Wenjing Zhao
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Gut microbiome ,longevity ,biosynthetic gene clusters ,natural products ,terpene ,Akkermansia muciniphila ,Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Gut microbiome plays a pivotal role in combating diseases and facilitating healthy aging, and natural products derived from biosynthetic gene clusters (BGCs) of the human microbiome exhibit significant biological activities. However, the natural products of the gut microbiome in long-lived populations remain poorly understood. Here, we integrated six cohorts of long-lived populations, encompassing a total of 1029 fecal metagenomic samples, and employed the metagenomic single sample assembled BGCs (MSSA-BGCs) analysis pipeline to investigate the natural products and their associated species. Our findings reveal that the BGC composition of the extremely long-lived group differed significantly from that of younger elderly and young individuals across five cohorts. Terpene and Type I PKS BGCs were enriched in the extremely long-lived, whereas cyclic-lactone-autoinducer BGCs were more prevalent in the young. Association analysis indicated that terpene BGCs were strongly associated with the abundance of Akkermansia muciniphila, which was also more abundant in the long-lived elderly across at least three cohorts. We assembled 18 A. muciniphila draft genomes using metagenomic data from the extremely long-lived group across six cohorts and discovered that they all harbor two classes of terpene BGCs, which aligns with the 97 complete genomes of A. muciniphila strains retrieved from the NCBI database. The core domains of these two BGC classes are squalene/phytoene synthases involved in the biosynthesis of tri- and tetraterpenes. Furthermore, the abundance of fecal A. muciniphila was significantly associated with eight types of triterpenoids. Targeted terpenoid metabolomic analysis revealed that two triterpenoids, Holstinone C and colubrinic acid, were enriched in the A. muciniphila culture solution compared to the medium, thereby confirming the production of triterpenoids by A. muciniphila. The natural products derived from the gut of long-lived populations provide intriguing indications of their potential beneficial roles in regulating health.
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- 2024
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28. A unique bacterial family strikes again!
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Shukla, Gyanesh and Sharma, Gaurav
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GENE clusters , *BACTERIA classification , *METABOLITES , *NATURAL products , *MYXOBACTERALES - Abstract
Garcia et al. recently identified a novel myxobacterial family, Pendulisporaceae, encompassing four strains with novel biosynthetic gene clusters. This study underscores the value of exploring underrepresented microbial taxa for novel natural products, highlighting the potential of the family Pendulisporaceae as a source of new antimicrobial and therapeutic agents. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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29. Chapter Sixteen - Predicting metallophore structure and function through genome mining
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Reitz, Zachary L.
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- 2024
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30. Genomic, Molecular Networking–Based Metabolomic, and Bioactivity Profiling of Actinobacteria from Undisturbed Caves in Pakistan
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Nawaz, Shahid, Skala, Leigh, Amin, Muhammad, Iruegas-Bocardo, Fernanda, Samadi, Arash, Zaman, KH Ahammad Uz, Chang, Jeff H., Sajid, Imran, and Mahmud, Taifo
- Published
- 2025
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31. Shotgun metagenomic insights into secondary metabolite biosynthetic gene clusters reveal taxonomic and functional profiles of microbiomes in natural farmland soil
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Bezayit Amare Kifle, Amsale Melkamu Sime, Mesfin Tafesse Gemeda, and Adugna Abdi Woldesemayat
- Subjects
Antibiotics ,Biosynthetic gene clusters ,Secondary metabolites ,Shotgun metagenomics ,Soil microbiomes ,Medicine ,Science - Abstract
Abstract Antibiotic resistance is a worldwide problem that imposes a devastating effect on developing countries and requires immediate interventions. Initially, most of the antibiotic drugs were identified by culturing soil microbes. However, this method is prone to discovering the same antibiotics repeatedly. The present study employed a shotgun metagenomics approach to investigate the taxonomic diversity, functional potential, and biosynthetic capacity of microbiomes from two natural agricultural farmlands located in Bekeka and Welmera Choke Kebelle in Ethiopia for the first time. Analysis of the small subunit rRNA revealed bacterial domain accounting for 83.33% and 87.24% in the two selected natural farmlands. Additionally, the analysis showed the dominance of Proteobacteria representing 27.27% and 28.79% followed by Actinobacteria making up 12.73% and 13.64% of the phyla composition. Furthermore, the analysis revealed the presence of unassigned bacteria in the studied samples. The metagenome functional analysis showed 176,961 and 104, 636 number of protein-coding sequences (pCDS) from the two samples found a match with 172,655 and 102, 275 numbers of InterPro entries, respectively. The Genome ontology annotation suggests the presence of 5517 and 3293 pCDS assigned to the “biosynthesis process”. Numerous Kyoto Encyclopedia of Genes and Genomes modules (KEGG modules) involved in the biosynthesis of terpenoids and polyketides were identified. Furthermore, both known and novel Biosynthetic gene clusters, responsible for the production of secondary metabolites, such as polyketide synthases, non-ribosomal peptide synthetase, ribosomally synthesized and post-translationally modified peptides (Ripp), and Terpene, were discovered. Generally, from the results it can be concluded that the microbiomes in the selected sampling sites have a hidden functional potential for the biosynthesis of secondary metabolites. Overall, this study can serve as a strong preliminary step in the long journey of bringing new antibiotics to the market.
- Published
- 2024
- Full Text
- View/download PDF
32. Shotgun metagenomic insights into secondary metabolite biosynthetic gene clusters reveal taxonomic and functional profiles of microbiomes in natural farmland soil.
- Author
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Kifle, Bezayit Amare, Sime, Amsale Melkamu, Gemeda, Mesfin Tafesse, and Woldesemayat, Adugna Abdi
- Subjects
GENE clusters ,METABOLITES ,METAGENOMICS ,AGRICULTURE ,POLYKETIDE synthases ,POLYKETIDES ,TERPENES - Abstract
Antibiotic resistance is a worldwide problem that imposes a devastating effect on developing countries and requires immediate interventions. Initially, most of the antibiotic drugs were identified by culturing soil microbes. However, this method is prone to discovering the same antibiotics repeatedly. The present study employed a shotgun metagenomics approach to investigate the taxonomic diversity, functional potential, and biosynthetic capacity of microbiomes from two natural agricultural farmlands located in Bekeka and Welmera Choke Kebelle in Ethiopia for the first time. Analysis of the small subunit rRNA revealed bacterial domain accounting for 83.33% and 87.24% in the two selected natural farmlands. Additionally, the analysis showed the dominance of Proteobacteria representing 27.27% and 28.79% followed by Actinobacteria making up 12.73% and 13.64% of the phyla composition. Furthermore, the analysis revealed the presence of unassigned bacteria in the studied samples. The metagenome functional analysis showed 176,961 and 104, 636 number of protein-coding sequences (pCDS) from the two samples found a match with 172,655 and 102, 275 numbers of InterPro entries, respectively. The Genome ontology annotation suggests the presence of 5517 and 3293 pCDS assigned to the "biosynthesis process". Numerous Kyoto Encyclopedia of Genes and Genomes modules (KEGG modules) involved in the biosynthesis of terpenoids and polyketides were identified. Furthermore, both known and novel Biosynthetic gene clusters, responsible for the production of secondary metabolites, such as polyketide synthases, non-ribosomal peptide synthetase, ribosomally synthesized and post-translationally modified peptides (Ripp), and Terpene, were discovered. Generally, from the results it can be concluded that the microbiomes in the selected sampling sites have a hidden functional potential for the biosynthesis of secondary metabolites. Overall, this study can serve as a strong preliminary step in the long journey of bringing new antibiotics to the market. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
33. Critical analysis of polycyclic tetramate macrolactam biosynthetic gene cluster phylogeny and functional diversity.
- Author
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Harper, Christopher P., Day, Anna, Tsingos, Maya, Ding, Edward, Zeng, Elizabeth, Stumpf, Spencer D., Yunci Qi, Robinson, Adam, Greif, Jennifer, and Blodgett, Joshua A. V.
- Subjects
- *
PHYLOGENY , *CRITICAL analysis , *METABOLOMICS , *NATURAL products - Abstract
Polycyclic tetramate macrolactams (PTMs) are bioactive natural products commonly associated with certain actinobacterial and proteobacterial lineages. These molecules have been the subject of numerous structure-activity investigations since the 1970s. New members continue to be pursued in wild and engineered bacterial strains, and advances in PTM biosynthesis suggest their outwardly simplistic biosynthetic gene clusters (BGCs) belie unexpected product complexity. To address the origins of this complexity and understand its influence on PTM discovery, we engaged in a combination of bioinformatics to systematically classify PTM BGCs and PTM-targeted metabolomics to compare the products of select BGC types. By comparing groups of producers and BGC mutants, we exposed knowledge gaps that complicate bioinformatics-driven product predictions. In sum, we provide new insights into the evolution of PTM BGCs while systematically accounting for the PTMs discovered thus far. The combined computational and metabologenomic findings presented here should prove useful for guiding future discovery. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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34. Landscape of global urban environmental resistome and its association with local socioeconomic and medical status.
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Wu, Jun, Hu, Yige, Perlin, Michael H., Danko, David, Lu, Jun, Oliveira, Manuela, Werner, Johannes, Zambrano, Maria M., Sierra, Maria A., Osuolale, Olayinka O., Łabaj, Paweł, Rascovan, Nicolás, Hazrin-Chong, Nur Hazlin, Jang, Soojin, Suzuki, Haruo, Nieto-Caballero, Marina, Prithiviraj, Bharath, Lee, Patrick K. H., Chmielarczyk, Agnieszka, and Różańska, Anna
- Abstract
Antimicrobial resistance (AMR) poses a critical threat to global health and development, with environmental factors—particularly in urban areas—contributing significantly to the spread of antibiotic resistance genes (ARGs). However, most research to date has been conducted at a local level, leaving significant gaps in our understanding of the global status of antibiotic resistance in urban environments. To address this issue, we thoroughly analyzed a total of 86,213 ARGs detected within 4,728 metagenome samples, which were collected by the MetaSUB International Consortium involving diverse urban environments in 60 cities of 27 countries, utilizing a deep-learning based methodology. Our findings demonstrated the strong geographical specificity of urban environmental resistome, and their correlation with various local socioeconomic and medical conditions. We also identified distinctive evolutionary patterns of ARG-related biosynthetic gene clusters (BGCs) across different countries, and discovered that the urban environment represents a rich source of novel antibiotics. Our study provides a comprehensive overview of the global urban environmental resistome, and fills a significant gap in our knowledge of large-scale urban antibiotic resistome analysis. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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35. Activation of secondary metabolite gene clusters in Chaetomium olivaceum via the deletion of a histone deacetylase.
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Zhao, Peipei, Cao, Shengling, Wang, Jiahui, Lin, Jiaying, Zhang, Yunzeng, Liu, Chengwei, Liu, Hairong, Zhang, Qingqing, Wang, Mengmeng, Meng, Yiwei, Yin, Xin, Qi, Jun, Zhang, Lixin, and Xia, Xuekui
- Subjects
- *
HISTONE deacetylase , *GENE clusters , *CHAETOMIUM , *POLYKETIDE synthases , *GENE expression , *POLYKETIDES - Abstract
Histone acetylation modifications in filamentous fungi play a crucial role in epigenetic gene regulation and are closely linked to the transcription of secondary metabolite (SM) biosynthetic gene clusters (BGCs). Histone deacetylases (HDACs) play a pivotal role in determining the extent of histone acetylation modifications and act as triggers for the expression activity of target BGCs. The genus Chaetomium is widely recognized as a rich source of novel and bioactive SMs. Deletion of a class I HDAC gene of Chaetomium olivaceum SD-80A, g7489, induces a substantial pleiotropic effect on the expression of SM BGCs. The C. olivaceum SD-80A ∆g7489 strain exhibited significant changes in morphology, sporulation ability, and secondary metabolic profile, resulting in the emergence of new compound peaks. Notably, three polyketides (A1–A3) and one asterriquinone (A4) were isolated from this mutant strain. Furthermore, our study explored the BGCs of A1–A4, confirming the function of two polyketide synthases (PKSs). Collectively, our findings highlight the promising potential of molecular epigenetic approaches for the elucidation of novel active compounds and their biosynthetic elements in Chaetomium species. This finding holds great significance for the exploration and utilization of Chaetomium resources. Key points: • Deletion of a class I histone deacetylase activated secondary metabolite gene clusters. • Three polyketides and one asterriquinone were isolated from HDAC deleted strain. • Two different PKSs were reported in C. olivaceum SD-80A. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
36. Biosynthetic gene clusters with biotechnological applications in novel Antarctic isolates from Actinomycetota.
- Author
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Bruna, Pablo, Núñez-Montero, Kattia, Contreras, María José, Leal, Karla, García, Matías, Abanto, Michel, and Barrientos, Leticia
- Subjects
- *
GENE clusters , *NONRIBOSOMAL peptide synthetases , *MICROBIAL metabolites , *METABOLITES , *POLYKETIDE synthases , *BIOSYNTHESIS - Abstract
Actinomycetota have been widely described as valuable sources for the acquisition of secondary metabolites. Most microbial metabolites are produced via metabolic pathways encoded by biosynthetic gene clusters (BGCs). Although many secondary metabolites are not essential for the survival of bacteria, they play an important role in their adaptation and interactions within microbial communities. This is how bacteria isolated from extreme environments such as Antarctica could facilitate the discovery of new BGCs with biotechnological potential. This study aimed to isolate rare Actinomycetota strains from Antarctic soil and sediment samples and identify their metabolic potential based on genome mining and exploration of biosynthetic gene clusters. To this end, the strains were sequenced using Illumina and Oxford Nanopore Technologies platforms. The assemblies were annotated and subjected to phylogenetic analysis. Finally, the BGCs present in each genome were identified using the antiSMASH tool, and the biosynthetic diversity of the Micrococcaceae family was evaluated. Taxonomic annotation revealed that seven strains were new and two were previously reported in the NCBI database. Additionally, BGCs encoding type III polyketide synthases (T3PKS), beta-lactones, siderophores, and non-ribosomal peptide synthetases (NRPS) have been identified, among others. In addition, the sequence similarity network showed a predominant type of BGCs in the family Micrococcaceae, and some genera were distinctly grouped. The BGCs identified in the isolated strains could be associated with applications such as antimicrobials, anticancer agents, and plant growth promoters, among others, positioning them as excellent candidates for future biotechnological applications and innovations. Key points: • Novel Antarctic rare Actinomycetota strains were isolated from soil and sediments • Genome-based taxonomic affiliation revealed seven potentially novel species • Genome mining showed metabolic potential for novel natural products [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
37. Unveiling novel Neocosmospora species from Thai mangroves as potent biocontrol agents against Colletotrichum species.
- Author
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Klomchit, Anthikan, Calabon, Mark S, Worabandit, Sompradtana, Weaver, Jack A, Karima, Elfina M, Alberti, Fabrizio, Greco, Claudio, and Mahanil, Siraprapa
- Subjects
- *
MANGROVE plants , *BIOLOGICAL pest control agents , *WHOLE genome sequencing , *COLLETOTRICHUM , *RNA polymerase II , *ELONGATION factors (Biochemistry) , *SPECIES - Abstract
Aims Neocosmospora species are saprobes, endophytes, and pathogens belonging to the family Nectriaceae. This study aims to investigate the taxonomy, biosynthetic potential, and application of three newly isolated Neocosmospora species from mangrove habitats in the southern part of Thailand using phylogeny, bioactivity screening, genome sequencing, and bioinformatics analysis. Methods and results Detailed descriptions, illustrations, and a multi-locus phylogenetic tree with large subunit ribosomal DNA (LSU), internal transcribed spacer (ITS), translation elongation factor 1-alpha (ef1-α), and RNA polymerase II second largest subunit (RPB2) regions showing the placement of three fungal strains, MFLUCC 17–0253, MFLUCC 17–0257, and MFLUCC 17–0259 clustered within the Neocosmospora clade with strong statistical support. Fungal crude extracts of the new species N. mangrovei MFLUCC 17–0253 exhibited strong antifungal activity to control Colletotrichum truncatum CG-0064, while N. ferruginea MFLUCC 17–0259 exhibited only moderate antifungal activity toward C. acutatum CC-0036. Thus, N. mangrovei MFLUCC 17–0253 was sequenced by Oxford nanopore technology. The bioinformatics analysis revealed that 49.17 Mb genome of this fungus harbors 41 potential biosynthetic gene clusters. Conclusion Two fungal isolates of Neocosmospora and a new species of N. mangrovei were reported in this study. These fungal strains showed activity against pathogenic fungi causing anthracnose in chili. In addition, full genome sequencing and bioinformatics analysis of N. mangrovei MFLUCC 17–0253 were obtained. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
38. SecMet-FISH: labeling, visualization, and enumeration of secondary metabolite producing microorganisms.
- Author
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Buijs, Yannick, Geers, Aileen Ute, Nita, Iuliana, Strube, Mikael Lenz, and Bentzon-Tilia, Mikkel
- Subjects
- *
FLUORESCENCE in situ hybridization , *METABOLITES , *MICROBIAL metabolites , *CELL suspensions , *DATA visualization , *GENE clusters - Abstract
Our understanding of the role of secondary metabolites in microbial communities is challenged by intrinsic limitations of culturing bacteria under laboratory conditions and hence cultivation independent approaches are needed. Here, we present a protocol termed Secondary Metabolite FISH (SecMet-FISH), combining advantages of gene-targeted fluorescence in situ hybridization (geneFISH) with in-solution methods (in-solution FISH) to detect and quantify cells based on their genetic capacity to produce secondary metabolites. The approach capitalizes on the conserved nature of biosynthetic gene clusters (BGCs) encoding adenylation (AD) and ketosynthase (KS) domains, and thus selectively targets the genetic basis of non-ribosomal peptide and polyketide biosynthesis. The concept relies on the generation of amplicon pools using degenerate primers broadly targeting AD and KS domains followed by fluorescent labeling, detection, and quantification. Initially, we obtained AD and KS amplicons from Pseuodoalteromonas rubra , which allowed us to successfully label and visualize BGCs within P. rubra cells, demonstrating the feasibility of SecMet-FISH. Next, we adapted the protocol and optimized it for hybridization in both Gram-negative and Gram-positive bacterial cell suspensions, enabling high-throughput single cell analysis by flow cytometry. Ultimately, we used SecMet-FISH to successfully distinguish secondary metabolite producers from non-producers in a five-member synthetic community. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
39. Exploring Genomic Approaches in Drug Discovery from Ethnomedicinal Plants
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Sharma, Diksha, Kumar Srivastava, Akhileshwar, editor, Ahirwar, Ramesh Kumar, editor, Yadav, Deepanker, editor, and Kumar, D. Guru, editor
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- 2024
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40. FunBGC: An Intelligent Framework for Fungal Biosynthetic Gene Cluster Identification
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Wang, Yixiao, Wang, Ying, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Peng, Wei, editor, Cai, Zhipeng, editor, and Skums, Pavel, editor
- Published
- 2024
- Full Text
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41. Epigenetic Regulation of Fungal Secondary Metabolites for the Enhancement of Therapeutically Active Compounds
- Author
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Prakash, Shaurya, Kumari, Hemlata, Minakshi, Kumar, Antresh, Deshmukh, Sunil Kumar, editor, Takahashi, Jacqueline Aparecida, editor, and Saxena, Sanjai, editor
- Published
- 2024
- Full Text
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42. Distribution and comparative genomic analysis of antimicrobial gene clusters found in Pantoea
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Ashlyn Kirk and John Stavrinides
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Pantoea ,bacterial natural products ,biosynthetic gene clusters ,horizontal gene transfer ,phylogenetics ,comparative genomics ,Microbiology ,QR1-502 - Abstract
Members of the bacterial genus Pantoea produce a variety of antimicrobial products that are effective against plant, animal, and human pathogens. To date, little is known about the distribution and evolutionary history of these clusters. We surveyed the public databases for the 12 currently known antibiotic biosynthetic gene clusters found across Pantoea strains to determine their distribution. We show that some clusters, namely pantocin B, PNP-3, and PNP-4 are found strictly in Pantoea, while agglomerin, andrimid, AGA, dapdiamide, herbicolin, PNP-1, PNP-2, PNP-5, and pantocin A, are more broadly distributed in distantly related genera within Vibrionaceae, Pectobacteriaceae, Yersiniaceae, Morganellaceae, and Hafniaceae. We evaluated the evolutionary history of these gene clusters relative to a cpn60-based species tree, considering the flanking regions of each cluster, %GC, and presence of mobile genetic elements, and identified potential occurrences of horizontal gene transfer. Lastly, we also describe the biosynthetic gene cluster of pantocin B in the strain Pantoea agglomerans Eh318 more than 20 years after this antibiotic was first described.
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- 2024
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43. Synthase-selected sorting approach identifies a beta-lactone synthase in a nudibranch symbiotic bacterium
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Džunková, Mária, La Clair, James J, Tyml, Tomáš, Doud, Devin, Schulz, Frederik, Piquer-Esteban, Samuel, Porcel Sanchis, Dafne, Osborn, Andrew, Robinson, David, Louie, Katherine B, Bowen, Ben P, Bowers, Robert M, Lee, Janey, Arnau, Vicente, Díaz-Villanueva, Wladimiro, Stepanauskas, Ramunas, Gosliner, Terrence, Date, Shailesh V, Northen, Trent R, Cheng, Jan-Fang, Burkart, Michael D, and Woyke, Tanja
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Microbiology ,Biological Sciences ,Infectious Diseases ,Genetics ,Cancer ,Human Genome ,Biotechnology ,Animals ,Bacteria ,Biological Products ,Fluorescent Dyes ,Gastropoda ,Lactones ,Pharmaceutical Preparations ,Microbial single-cell genomics ,Nudibranchs ,Tethybacterales ,Beta-lactone ,Biosynthetic gene clusters ,Ecology ,Medical Microbiology ,Evolutionary biology - Abstract
BackgroundNudibranchs comprise a group of > 6000 marine soft-bodied mollusk species known to use secondary metabolites (natural products) for chemical defense. The full diversity of these metabolites and whether symbiotic microbes are responsible for their synthesis remains unexplored. Another issue in searching for undiscovered natural products is that computational analysis of genomes of uncultured microbes can result in detection of novel biosynthetic gene clusters; however, their in vivo functionality is not guaranteed which limits further exploration of their pharmaceutical or industrial potential. To overcome these challenges, we used a fluorescent pantetheine probe, which produces a fluorescent CoA-analog employed in biosynthesis of secondary metabolites, to label and capture bacterial symbionts actively producing these compounds in the mantle of the nudibranch Doriopsilla fulva.ResultsWe recovered the genome of Candidatus Doriopsillibacter californiensis from the Ca. Tethybacterales order, an uncultured lineage of sponge symbionts not found in nudibranchs previously. It forms part of the core skin microbiome of D. fulva and is nearly absent in its internal organs. We showed that crude extracts of D. fulva contained secondary metabolites that were consistent with the presence of a beta-lactone encoded in Ca. D. californiensis genome. Beta-lactones represent an underexplored group of secondary metabolites with pharmaceutical potential that have not been reported in nudibranchs previously.ConclusionsAltogether, this study shows how probe-based, targeted sorting approaches can capture bacterial symbionts producing secondary metabolites in vivo. Video Abstract.
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- 2023
44. NPOmix: A machine learning classifier to connect mass spectrometry fragmentation data to biosynthetic gene clusters
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Leão, Tiago F, Wang, Mingxun, da Silva, Ricardo, Gurevich, Alexey, Bauermeister, Anelize, Gomes, Paulo Wender P, Brejnrod, Asker, Glukhov, Evgenia, Aron, Allegra T, Louwen, Joris JR, Kim, Hyun Woo, Reher, Raphael, Fiore, Marli F, van der Hooft, Justin JJ, Gerwick, Lena, Gerwick, William H, Bandeira, Nuno, and Dorrestein, Pieter C
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Analytical Chemistry ,Biological Sciences ,Biomedical and Clinical Sciences ,Chemical Sciences ,Medical Biochemistry and Metabolomics ,Biotechnology ,Genetics ,Bioengineering ,biosynthetic gene clusters ,genomics ,machine learning ,mass spectrometry ,specialized metabolites - Abstract
Microbial specialized metabolites are an important source of and inspiration for many pharmaceuticals, biotechnological products and play key roles in ecological processes. Untargeted metabolomics using liquid chromatography coupled with tandem mass spectrometry is an efficient technique to access metabolites from fractions and even environmental crude extracts. Nevertheless, metabolomics is limited in predicting structures or bioactivities for cryptic metabolites. Efficiently linking the biosynthetic potential inferred from (meta)genomics to the specialized metabolome would accelerate drug discovery programs by allowing metabolomics to make use of genetic predictions. Here, we present a k-nearest neighbor classifier to systematically connect mass spectrometry fragmentation spectra to their corresponding biosynthetic gene clusters (independent of their chemical class). Our new pattern-based genome mining pipeline links biosynthetic genes to metabolites that they encode for, as detected via mass spectrometry from bacterial cultures or environmental microbiomes. Using paired datasets that include validated genes-mass spectral links from the Paired Omics Data Platform, we demonstrate this approach by automatically linking 18 previously known mass spectra (17 for which the biosynthesis gene clusters can be found at the MIBiG database plus palmyramide A) to their corresponding previously experimentally validated biosynthetic genes (e.g., via nuclear magnetic resonance or genetic engineering). We illustrated a computational example of how to use our Natural Products Mixed Omics (NPOmix) tool for siderophore mining that can be reproduced by the users. We conclude that NPOmix minimizes the need for culturing (it worked well on microbiomes) and facilitates specialized metabolite prioritization based on integrative omics mining.
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- 2022
45. Identification and Bioactivity Analysis of a Novel Bacillus Species, B. maqinnsis sp. nov. Bos-x6-28, Isolated from Feces of the Yak (Bos grunniens)
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Qiang Ma, Xin Xiang, Yan Ma, Guangzhi Li, Xingyu Liu, Boai Jia, Wenlin Yang, Hengxia Yin, and Benyin Zhang
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yak ,intestinal bacteria ,Bacillus ,polyphasic taxonomy ,biosynthetic gene clusters ,bioactivity ,Therapeutics. Pharmacology ,RM1-950 - Abstract
Background: The identification of novel bacterial species from the intestines of yaks residing on the Qinghai–Tibet Plateau is pivotal in advancing our understanding of host–microbiome interactions and represents a promising avenue for microbial drug discovery. Methods: In this study, we conducted a polyphasic taxonomic analysis and bioactive assays on a Bacillus strain, designated Bos-x6-28, isolated from yak feces. Results: The findings revealed that strain Bos-x6-28 shares a high 16S rRNA gene sequence similarity (98.91%) with B. xiamenensis HYC-10T and B. zhangzhouensis DW5-4T, suggesting close phylogenetic affinity. Physiological and biochemical characterizations demonstrated that Bos-x6-28 could utilize nine carbon sources, including D-galactose, inositol, and fructose, alongside nine nitrogen sources, such as threonine, alanine, and proline. Analysis of biochemical markers indicated that Bos-x6-28’s cell wall hydrolysates contained mannose, glucose, and meso-2,6-diaminopimelic acid, while menaquinone-7 (MK-7), phosphatidylethanolamine (PE), phosphatidylcholine (PC), and phosphatidylglycerol (DPG) were found in the cell membrane. The primary cellular fatty acids included C16:0 (28.00%), cyclo-C17:0 (19.97%), C14:0 (8.75%), cyclo-C19:0 (8.52%), iso-C15:0 (5.49%), anteiso-C15:0 (4.61%), and C12:0 (3.15%). Whole-genome sequencing identified a genome size of 3.33 Mbp with 3353 coding genes. Digital DNA–DNA hybridization (dDDH) and average nucleotide identity (ANI) analyses confirmed Bos-x6-28 as a novel species, hereby named B. maqinnsis Bos-x6-28 (MCCC 1K09379). Further genomic analysis unveiled biosynthetic gene clusters encoding bioactive natural compounds, including β-lactones, sactipeptides, fengycin, and lichenysin analogs. Additionally, in vitro assays demonstrated that this strain exhibits antibacterial and cytotoxic activities. Conclusions: These findings collectively indicate the novel Bacillus species B. maqinnsis Bos-x6-28 as a promising source for novel antibiotic and antitumor agents.
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- 2024
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46. Whole-Genome Profiling of Endophytic Strain B.L.Ns.14 from Nigella sativa Reveals Potential for Agricultural Bioenhancement
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Dimitra Douka, Tasos-Nektarios Spantidos, Polina C. Tsalgatidou, Panagiotis Katinakis, and Anastasia Venieraki
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endophytes ,Bacillus halotolerans ,biocontrol ,secondary metabolites ,bacterial genome mining ,biosynthetic gene clusters ,Biology (General) ,QH301-705.5 - Abstract
Endophytic microbes in medicinal plants often possess beneficial traits for plant health. This study focuses on the bacterial endophyte strain B.L.Ns.14, isolated from Nigella sativa leaves, which demonstrated multiple plant growth-promoting properties. In vitro tests showed that B.L.Ns.14 supports plant growth, colonization, and tolerance to abiotic stress. The strain also exhibited antifungal activity against phytopathogens such as Rhizoctonia solani, Colletotrichum acutatum, Verticillium dahliae, and Fusarium oxysporum f. sp. radicis-lycopersici. Whole-genome analysis, supported by ANI and dDDH values, identified B.L.Ns.14 as Bacillus halotolerans. Genome mining revealed 128 active carbohydrate enzymes (Cazymes) related to endophytism and biocontrol functions, along with genes involved in phosphate solubilization, siderophore and IAA production, biofilm formation, and motility. Furthermore, genes for osmolyte metabolism, Na+/H+ antiporters, and stress response proteins were also identified. The genome harbors 12 secondary metabolite biosynthetic gene clusters, including those for surfactin, plipastatin mojavensin, rhizocticin A, and bacilysin, known for their antagonistic effects against fungi. Additionally, B.L.Ns.14 promoted Arabidopsis thaliana growth under both normal and saline conditions, and enhanced Solanum lycopersicum growth via seed biopriming and root irrigation. These findings suggest that Bacillus halotolerans B.L.Ns.14 holds potential as a biocontrol and plant productivity agent, warranting further field testing.
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- 2024
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47. Whole-Genome Sequencing of Peribacillus frigoritolerans Strain d21.2 Isolated in the Republic of Dagestan, Russia
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Maria N. Romanenko, Anton E. Shikov, Iuliia A. Savina, Anton A. Nizhnikov, and Kirill S. Antonets
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Peribacillus frigoritolerans ,draft genome ,Illumina sequencing ,mobile genetic elements ,biosynthetic gene clusters ,bactericidal activity ,Biology (General) ,QH301-705.5 - Abstract
Pesticide-free agriculture is a fundamental pillar of environmentally friendly agriculture. To this end, there is an active search for new bacterial strains capable of synthesizing secondary metabolites and toxins that protect crops from pathogens and pests. In this study, we isolated a novel strain d21.2 of Peribacillus frigoritolerans from a soil sample collected in the Republic of Dagestan, Russia. Leveraging several bioinformatic approaches on Illumina-based whole-genome assembly, we revealed that the strain harbors certain insecticidal loci (coding for putative homologs of Bmp and Vpa) and also contains multiple BGCs (biosynthetic gene clusters), including paeninodin, koranimine, schizokinen, and fengycin. In total, 21 BGCs were predicted as synthesizing metabolites with bactericidal and/or fungicidal effects. Importantly, by applying a re-scaffolding pipeline, we managed to robustly predict MGEs (mobile genetic elements) associated with BGCs, implying high genetic plasticity. In addition, the d21.2’s genome was free from genes encoding for enteric toxins, implying its safety in use. A comparison with available genomes of the Peribacillus frigoritolerans strain revealed that the strain described here contains more functionally important loci than other members of the species. Therefore, strain d21.2 holds potential for use in agriculture due to the probable manifestation of bactericidal, fungicidal, growth-stimulating, and other useful properties. The assembled genome is available in the NCBI GeneBank under ASM4106054v1.
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- 2024
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48. Genomic Insights into the Bactericidal and Fungicidal Potential of Bacillus mycoides b12.3 Isolated in the Soil of Olkhon Island in Lake Baikal, Russia
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Maria N. Romanenko, Anton E. Shikov, Iuliia A. Savina, Fedor M. Shmatov, Anton A. Nizhnikov, and Kirill S. Antonets
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Bacillus mycoides ,strain isolation ,bactericidal properties ,fungicidal activity ,plant pathogens ,biosynthetic gene clusters ,Biology (General) ,QH301-705.5 - Abstract
The dispersal of plant pathogens is a threat to the global economy and food industry which necessitates the need to discover efficient biocontrol agents such as bacteria, fungi, etc., inhibiting them. Here, we describe the Bacillus mycoides strain b12.3 isolated from the soil of Olkhon Island in Lake Baikal, Russia. By applying the co-cultivation technique, we found that the strain inhibits the growth of plant pathogens, such as the bacteria Xanthomonas campestris, Clavibacter michiganensis, and Pectobacterium atrospecticum, as well as the fungus Alternaria solani. To elucidate the genomic fundament explaining these activities, we leveraged next-generation whole-genome sequencing and obtained a high-quality assembly based on short reads. The isolate bore seven known BGCs (biosynthetic gene clusters), including those responsible for producing bacillibactin, fengycin, and petrobactin. Moreover, the genome contained insecticidal genes encoding for App4Aa1, Tpp78Ba1, and Spp1Aa1 toxins, thus implicating possible pesticidal potential. We compared the genome with the 50 closest assemblies and found that b12.3 is enriched with BGCs. The genomic analysis also revealed that genomic architecture corresponds to the experimentally observed activity spectrum implying that the combination of produced secondary metabolites delineates the range of inhibited phytopathogens Therefore, this study deepens our knowledge of the biology and ecology of B. mycoides residing in the Lake Baikal region.
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- 2024
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49. Streptomyces hygroscopicus and rapamycinicus Evaluated from a U.S. Marine Sanctuary: Biosynthetic Gene Clusters Encode Antibiotic and Chemotherapeutic Secondary Metabolites
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Hannah R. Flaherty, Semra A. Aytur, and John P. Bucci
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natural products ,polyketides ,non-ribosomal peptide synthase ,biosynthetic gene clusters ,cytotoxicity ,Streptomyces ,Naval architecture. Shipbuilding. Marine engineering ,VM1-989 ,Oceanography ,GC1-1581 - Abstract
Cancer remains a leading cause of death worldwide. Also threatening the public is the emergence of antibiotic resistance to existing medicines. Despite the challenge to produce viable natural products to market, there continues to be a need within public health to provide new chemotherapeutic drugs such as those exhibiting cytotoxicity and tumor cell growth-inhibitory properties. As marine genomic research advances, it is apparent that marine-derived sediment harbors uniquely potent bioactive compounds compared to their terrestrial counterparts. The Streptomyces genus in particular produces more than 30% of all secondary metabolites currently approved for human health, thus harboring unexplored reservoirs of chemotherapeutic and antibiotic agents to combat emerging disease. The present study identifies the presence of Streptomyces hygroscopicus and rapamycinicus in environmental sediment at locations within the U.S. Stellwagen Bank National Marine Sanctuary (SBNMS) from 2017 to 2022. Sequencing and bioinformatics methods catalogued biosynthetic gene clusters (BGCs) that drive cytotoxic and antibiotic biochemical processes in samples collected from sites permittable and protected to fishing activity. Poisson regression models confirmed that Sites 1 and 3 had significantly higher occurrences of rapamycinicus than other sites (p < 0.01). Poisson regression models confirmed that Sites 1, 2 and 3 had significantly higher occurrence for Streptomyces hygroscopicus across sites (p < 0.05). Interestingly, permitted fishing sites showed a greater prevalence of both species. Statistical analyses showed a significant difference in aligned hits with polyketide synthases (PKSs) and non-ribosomal peptide synthetases (NRPSs) by site and between species with hygroscopicus showing a greater quantity than rapamycinicus among Streptomyces spp. (p < 0.05; F = 4.7 > F crit).
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- 2024
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50. Comparative genomics reveals that metabolism underlies evolution of entomopathogenicity in bee-loving Ascosphaera spp. fungi
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Maccaro, JJ, Salgado, JF Moreira, Klinger, E, Guzmán, MP Argueta, Ngor, L, Stajich, JE, and McFrederick, QS
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Microbiology ,Biological Sciences ,Bioinformatics and Computational Biology ,Genetics ,Human Genome ,Emerging Infectious Diseases ,Infectious Diseases ,Biotechnology ,2.1 Biological and endogenous factors ,2.2 Factors relating to the physical environment ,Infection ,Animals ,Antifungal Agents ,Ascomycota ,Bees ,Genomics ,Onygenales ,Phylogeny ,Eurotiomycetes ,Biosynthetic gene clusters ,Functional enrichment ,Positive selection ,Chalkbrood ,Evolutionary genomics ,Zoology ,Entomology - Abstract
Ascosphaera (Eurotiomycetes: Onygenales) is a diverse genus of fungi that is exclusively found in association with bee nests and comprises both saprophytic and entomopathogenic species. To date, most genomic analyses have been focused on the honeybee pathogen A. apis, and we lack a genomic understanding of how pathogenesis evolved more broadly in the genus. To address this gap we sequenced the genomes of the leaf-cutting bee pathogen A. aggregata as well as three commensal species: A. pollenicola, A. atra and A. acerosa. De novo annotation and comparison of the assembled genomes was carried out, including the previously published genome of A. apis. To identify candidate virulence genes in the pathogenic species, we performed secondary metabolite-oriented analyses and clustering of biosynthetic gene clusters (BGCs). Additionally, we captured single copy orthologs to infer their phylogeny and created codon-aware alignments to determine orthologs under selective pressure in our pathogenic species. Our results show several shared BGCs between A. apis, A. aggregata and A. pollenicola, with antifungal resistance related genes present in the bee pathogens and commensals. Genes involved in metabolism and protein processing exhibit signatures of enrichment and positive selection under a fitted branch-site model. Additional known virulence genes in A. pollenicola, A. acerosa and A. atra are identified, supporting previous hypotheses that these commensals may be opportunistic pathogens. Finally, we discuss the importance of such genes in other fungal pathogens, suggesting a common route to evolution of pathogenicity in Ascosphaera.
- Published
- 2022
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