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Kim MS, Selvaraj B, Yeo HT, Park JS, Lee JW, Park JS. Discovery of 15-deoxynaphthomycins activating the antioxidant NRF2-ARE pathway from Streptomyces sp. N50 via genome mining, global regulator introduction, and molecular networking. Microb Cell Fact 2025; 24:14. [PMID: 39794808 PMCID: PMC11724615 DOI: 10.1186/s12934-024-02641-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 12/29/2024] [Indexed: 01/13/2025] Open
Abstract
Genome mining is a promising avenue for expanding the repertoire of microbial natural products, which are important for drug development. This approach involves predicting genetically encoded small molecules by examining bacterial genomes via accumulated knowledge of microbial biosynthesis. However, it is also important that the microbes produce the predicted molecule in practice. Here, we introduce an endophytic Streptomyces sp. N50, which was isolated from the medicinal plant Selaginella tamariscina. Upon sequencing its entire genome, 33 biosynthetic gene clusters (BGCs) were identified in a chromosome and a megaplasmid. Subsequent genome mining revealed that the new 15-deoxynaphthomycin could be produced due to the presence of an enoyl reductase domain, which is absent in the known BGC of naphthomycin, a type of ansamycin antibiotics. In addition, the engineered strain with the introduction of the global regulatory gene afsR2 into N50 successfully produced 15-deoxynaphthomycins. Furthermore, molecular network analysis via MS/MS selectively confirmed the presence of additional sulfur-containing 15-deoxynaphthomycin congeners. Eventually, six new 15-deoxynaphthomycins were isolated and elucidated from the engineered strain N50. This family of compounds is known to exhibit various biological activities. Also, the presence of quinone moieties in these compounds, which are known to activate NRF2, they were tested for their ability to activate NRF2. Among the new compounds, three (1, 5, and 6) activated the antioxidant NRF2-ARE signaling pathway. Treatment with these compounds significantly elevated NRF2 levels in HepG2 cells and further induced the expression of NRF2 target genes associated with the antioxidant response. This study suggests that the combination of genome mining, gene engineering and molecular networking is helpful for generating new small molecules as pharmaceutical candidates from microorganisms.
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Affiliation(s)
- Min-Seon Kim
- Center for Natural Product Systems Biology, Institute of Natural Product, Korea Institute of Science and Technology, Gangneung, 25451, Republic of Korea
| | - Baskar Selvaraj
- Center for Natural Product Efficacy Optimization, Institute of Natural Product, Korea Institute of Science and Technology, Gangneung, 25451, Republic of Korea
| | - Hee-Tae Yeo
- Center for Natural Product Systems Biology, Institute of Natural Product, Korea Institute of Science and Technology, Gangneung, 25451, Republic of Korea
| | - Jun-Su Park
- Center for Natural Product Systems Biology, Institute of Natural Product, Korea Institute of Science and Technology, Gangneung, 25451, Republic of Korea
| | - Jae Wook Lee
- Center for Natural Product Efficacy Optimization, Institute of Natural Product, Korea Institute of Science and Technology, Gangneung, 25451, Republic of Korea.
- Natural Product Applied Science, KIST School, University of Science and Technology, Gangneung, 25451, Republic of Korea.
| | - Jin-Soo Park
- Center for Natural Product Systems Biology, Institute of Natural Product, Korea Institute of Science and Technology, Gangneung, 25451, Republic of Korea.
- Natural Product Applied Science, KIST School, University of Science and Technology, Gangneung, 25451, Republic of Korea.
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2
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Gallart M, Dow L, Nowak V, Belt K, Sabburg R, Gardiner DM, Thatcher LF. Multi-omic investigation identifies key antifungal biochemistry during fermentation of a Streptomyces biological control agent. Microbiol Res 2024; 292:128032. [PMID: 39721340 DOI: 10.1016/j.micres.2024.128032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Revised: 12/11/2024] [Accepted: 12/16/2024] [Indexed: 12/28/2024]
Abstract
The use of multi-omic approaches has significantly advanced the exploration of microbial traits, leading to the discovery of new bioactive compounds and their mechanisms of action. Streptomyces sp. MH71 is known for its antifungal properties with potential for use in crop protection. Using genomic, transcriptomic, and metabolomic analyses, the antifungal metabolic capacity of Streptomyces sp. MH71 was investigated. After 96 hours of liquid fermentation, cell-free spent media showed inhibitory activity against the fungal phytopathogen Verticillium dahliae, with the lowest IC50 value being 0.11 % (v/v) after 144 h. Through whole-genome sequencing, we obtained a near-complete genome of 11 Mb with a G+C content of 71 % for Streptomyces sp. MH71. Genome mining identified 50 putative biosynthetic gene clusters, six of which produced known antimicrobial compounds. To link antifungal activity with candidate biosynthetic pathways, a transcriptomic approach was applied to understand antifungal induction in MH71 cells during the observed increase in antifungal activity. This approach revealed 2774 genes that exhibited differential expression, with significant upregulation of genes involved in biosynthesis of secondary metabolites during the stationary growth phase. Metabolomic analyses using LC-MS and GC-MS of secreted compounds identified a cocktail of potent antifungal metabolites, including volatiles with antifungal activity. By combining genome mining, bioactivity data, transcriptomics, and metabolomics, we describe in detail the gene expression and metabolite products driving antifungal activity during microbial fermentation.
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Affiliation(s)
- Marta Gallart
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Acton, ACT, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Advanced Engineering Biology Future Science Platform, Acton, ACT, Australia.
| | - Lachlan Dow
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Acton, ACT, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Microbiomes for One Systems Health Future Science Platform, Acton, ACT, Australia
| | - Vincent Nowak
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Acton, ACT, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Advanced Engineering Biology Future Science Platform, Acton, ACT, Australia
| | - Katharina Belt
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Acton, ACT, Australia
| | - Rosalie Sabburg
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Acton, ACT, Australia
| | - Donald M Gardiner
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Acton, ACT, Australia
| | - Louise F Thatcher
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Agriculture and Food, Acton, ACT, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Advanced Engineering Biology Future Science Platform, Acton, ACT, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Microbiomes for One Systems Health Future Science Platform, Acton, ACT, Australia
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3
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Trenozhnikova LP, Baimakhanova GB, Baimakhanova BB, Balgimbayeva AS, Daugaliyeva ST, Faizulina ER, Tatarkina LG, Spankulova GA, Berillo DA, Beutler JA. Beyond traditional screening: Unveiling antibiotic potentials of actinomycetes in extreme environments. Heliyon 2024; 10:e40371. [PMID: 39641013 PMCID: PMC11617725 DOI: 10.1016/j.heliyon.2024.e40371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 11/09/2024] [Accepted: 11/12/2024] [Indexed: 12/07/2024] Open
Abstract
Extreme ecosystems are a rich source of specialized metabolites that can overcome multidrug resistance. However, the low efficiency of traditional exploratory research in discovering new antibiotics remains a major limitation. We hypothesized that actinomycetes may have the ability to produce antibiotics in the extremes of a changing natural environment. This study introduces a novel approach to screening natural antibiotic producers from extreme habitats based on the relationship between organisms' adaptive traits and their metabolic activities. The antibacterial and antifungal properties of 667 actinomycete isolates, obtained from 160 samples of Kazakhstan's diverse extreme habitats, were studied under neutral, saline, and alkaline conditions against MRSA, E. coli, C. albicans, and A. niger. Among these isolates, 113 exhibited antibacterial properties, and 109 demonstrated antifungal properties. Notably, one-fifth of the antagonist isolates could produce active substances solely under extreme growth conditions. Fifty-three antagonistic actinomycetes, possessing these characteristics, have been categorized into groups and warrant further investigation as potential producers of new natural antibiotics. Molecular genetic analysis of the selected isolates revealed a high prevalence of Streptomyces and Nocardiopsis strains. Furthermore, 83.4 % of obtained isolates demonstrated the ability to thrive in all studied habitats-neutral, saline, and alkaline. 96.3 % of actinomycetes isolated from extreme environments exhibited adaptation to neutral conditions, highlighting their inherent versatility. Our findings underscore the nearly complete potential (99.7 %) of isolates to overcome the salinity barrier of 3.5 % NaCl, indicating their capacity to inhabit oceanic environments. We assert that actinomycetes should be perceived as a cohesive, globally adaptive group, capable of migrating between changing conditions or remaining stable within them. These studies lay the groundwork for the development of a new platform for screening natural antibiotics.
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Affiliation(s)
- Lyudmila P. Trenozhnikova
- LLP Research and Production Center for Microbiology and Virology, Almaty, Republic of Kazakhstan, Kazakhstan
| | - Gul B. Baimakhanova
- LLP Research and Production Center for Microbiology and Virology, Almaty, Republic of Kazakhstan, Kazakhstan
| | - Baiken B. Baimakhanova
- LLP Research and Production Center for Microbiology and Virology, Almaty, Republic of Kazakhstan, Kazakhstan
| | - Assya S. Balgimbayeva
- LLP Research and Production Center for Microbiology and Virology, Almaty, Republic of Kazakhstan, Kazakhstan
| | - Saule T. Daugaliyeva
- LLP Research and Production Center for Microbiology and Virology, Almaty, Republic of Kazakhstan, Kazakhstan
| | - Elmira R. Faizulina
- LLP Research and Production Center for Microbiology and Virology, Almaty, Republic of Kazakhstan, Kazakhstan
| | - Larisa G. Tatarkina
- LLP Research and Production Center for Microbiology and Virology, Almaty, Republic of Kazakhstan, Kazakhstan
| | - Gulzhan A. Spankulova
- LLP Research and Production Center for Microbiology and Virology, Almaty, Republic of Kazakhstan, Kazakhstan
| | - Dmitriy A. Berillo
- Department of Chemistry and Biochemical Engineering, Satbayev University, Almaty, Republic of Kazakhstan, Kazakhstan
- Department of Biochemistry, Asfendiyarov Kazakh National Medical University, Almaty, Republic of Kazakhstan, Kazakhstan
| | - John A. Beutler
- Molecular Targets Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Frederick, MD, USA
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4
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Lai HE, Woolner VH, Little RF, Woolly EF, Keyzers RA, Owen JG. Calcium-Dependent Lipopeptide Antibiotics against Drug-Resistant Pathogens Discovered via Host-Dependent Heterologous Expression of a Cloned Biosynthetic Gene Cluster. Angew Chem Int Ed Engl 2024; 63:e202410286. [PMID: 39175099 DOI: 10.1002/anie.202410286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 08/17/2024] [Accepted: 08/20/2024] [Indexed: 08/24/2024]
Abstract
Historically, small molecules biosynthesised by bacteria have been an excellent source for antibacterial drugs. Today, however, the rediscovery of known compounds is a significant hurdle to developing new antimicrobials. Here we use a genome mining and synthetic biology approach to discover the ambocidins: calcium-dependent lipodepsipeptides that are active against drug-resistant Gram-positive pathogens. By cloning a silent biosynthetic gene cluster (the amb cluster) from Streptomyces ambofaciens ATCC 2387 and integrating this into the chromosome of Streptomyces avermitilis we induce expression of ambocidin A and B: two new Nϵ-hydroxyarginine-containing cyclic lipodepsipeptides active against drug-resistant Gram-positive pathogens. Using a panel of Streptomyces host strains, we show that the choice of heterologous host is critical for producing the biologically active compounds, and that inappropriate host choice leads to aberrant production inactive derivatives. We show that Nϵ-hydroxyarginine is the product of a heme-dependent oxygenase and that it enhances biological activity. Ambocidin A inhibits cell wall biosynthesis by binding to Lipid II at a different site than vancomycin. Furthermore, unlike daptomycin, ambocidin A retains potent antimicrobial activity in the presence of lung surfactant, giving it the potential to treat bacterial pneumonia. Our work expands the family of calcium-dependent lipopeptide antibiotics with a new member exhibiting a distinct mechanism of action.
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Affiliation(s)
- Hung-En Lai
- School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, 1010, Auckland, New Zealand
- Centre for Biodiscovery, School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
| | - V Helen Woolner
- School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, 1010, Auckland, New Zealand
- Centre for Biodiscovery, School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
| | - Rory F Little
- School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, 1010, Auckland, New Zealand
- Centre for Biodiscovery, School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
| | - Ethan F Woolly
- School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
- Centre for Biodiscovery, School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
| | - Robert A Keyzers
- Maurice Wilkins Centre for Molecular Biodiscovery, 1010, Auckland, New Zealand
- Centre for Biodiscovery, School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
- School of Chemical and Physical Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
| | - Jeremy G Owen
- School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, 1010, Auckland, New Zealand
- Centre for Biodiscovery, School of Biological Sciences, Victoria University of Wellington, 6012, Wellington, New Zealand
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5
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Jørgensen TS, Mohite O, Sterndorff E, Alvarez-Arevalo M, Blin K, Booth T, Charusanti P, Faurdal D, Hansen T, Nuhamunada M, Mourched AS, Palsson B, Weber T. A treasure trove of 1034 actinomycete genomes. Nucleic Acids Res 2024; 52:7487-7503. [PMID: 38908028 PMCID: PMC11260486 DOI: 10.1093/nar/gkae523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 04/30/2024] [Accepted: 06/04/2024] [Indexed: 06/24/2024] Open
Abstract
Filamentous Actinobacteria, recently renamed Actinomycetia, are the most prolific source of microbial bioactive natural products. Studies on biosynthetic gene clusters benefit from or require chromosome-level assemblies. Here, we provide DNA sequences from >1000 isolates: 881 complete genomes and 153 near-complete genomes, representing 28 genera and 389 species, including 244 likely novel species. All genomes are from filamentous isolates of the class Actinomycetia from the NBC culture collection. The largest genus is Streptomyces with 886 genomes including 742 complete assemblies. We use this data to show that analysis of complete genomes can bring biological understanding not previously derived from more fragmented sequences or less systematic datasets. We document the central and structured location of core genes and distal location of specialized metabolite biosynthetic gene clusters and duplicate core genes on the linear Streptomyces chromosome, and analyze the content and length of the terminal inverted repeats which are characteristic for Streptomyces. We then analyze the diversity of trans-AT polyketide synthase biosynthetic gene clusters, which encodes the machinery of a biotechnologically highly interesting compound class. These insights have both ecological and biotechnological implications in understanding the importance of high quality genomic resources and the complex role synteny plays in Actinomycetia biology.
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Affiliation(s)
- Tue Sparholt Jørgensen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Omkar S Mohite
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Eva B Sterndorff
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Maria Alvarez-Arevalo
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Kai Blin
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Thomas J Booth
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Pep Charusanti
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - David Faurdal
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Troels Ø Hansen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Matin Nuhamunada
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Anna-Sophie Mourched
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
| | - Bernhard Ø Palsson
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
- Department of Bioengineering, University of California, 417 Powell-Focht Bioengineering Hall, San Diego, La Jolla, CA 92093-0412, USA
| | - Tilmann Weber
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, building 220, 2800 Kgs. Lyngby, Denmark
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6
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Haas D, Barba M, Vicente C, Nezbedová Š, Garénaux A, Bury-Moné S, Lorenzi JN, Hôtel L, Laureti L, Thibessard A, Le Goff G, Ouazzani J, Leblond P, Aigle B, Pernodet JL, Lespinet O, Lautru S. Synteruptor: mining genomic islands for non-classical specialized metabolite gene clusters. NAR Genom Bioinform 2024; 6:lqae069. [PMID: 38915823 PMCID: PMC11195616 DOI: 10.1093/nargab/lqae069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 05/06/2024] [Accepted: 05/29/2024] [Indexed: 06/26/2024] Open
Abstract
Microbial specialized metabolite biosynthetic gene clusters (SMBGCs) are a formidable source of natural products of pharmaceutical interest. With the multiplication of genomic data available, very efficient bioinformatic tools for automatic SMBGC detection have been developed. Nevertheless, most of these tools identify SMBGCs based on sequence similarity with enzymes typically involved in specialised metabolism and thus may miss SMBGCs coding for undercharacterised enzymes. Here we present Synteruptor (https://bioi2.i2bc.paris-saclay.fr/synteruptor), a program that identifies genomic islands, known to be enriched in SMBGCs, in the genomes of closely related species. With this tool, we identified a SMBGC in the genome of Streptomyces ambofaciens ATCC23877, undetected by antiSMASH versions prior to antiSMASH 5, and experimentally demonstrated that it directs the biosynthesis of two metabolites, one of which was identified as sphydrofuran. Synteruptor is also a valuable resource for the delineation of individual SMBGCs within antiSMASH regions that may encompass multiple clusters, and for refining the boundaries of these SMBGCs.
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Affiliation(s)
- Drago Haas
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Matthieu Barba
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | | | - Šarká Nezbedová
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Amélie Garénaux
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Stéphanie Bury-Moné
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Jean-Noël Lorenzi
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Laurence Hôtel
- Université de Lorraine, INRAE, DynAMic, Nancy 54000, France
| | - Luisa Laureti
- Université de Lorraine, INRAE, DynAMic, Nancy 54000, France
| | | | - Géraldine Le Goff
- Institut de Chimie des Substances Naturelles ICSN, CNRS, Gif-sur-Yvette 91198, France
| | - Jamal Ouazzani
- Institut de Chimie des Substances Naturelles ICSN, CNRS, Gif-sur-Yvette 91198, France
| | - Pierre Leblond
- Université de Lorraine, INRAE, DynAMic, Nancy 54000, France
| | - Bertrand Aigle
- Université de Lorraine, INRAE, DynAMic, Nancy 54000, France
| | - Jean-Luc Pernodet
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Olivier Lespinet
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Sylvie Lautru
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
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7
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Su L, Souaibou Y, Hôtel L, Paris C, Weissman KJ, Aigle B. Biosynthesis of novel desferrioxamine derivatives requires unprecedented crosstalk between separate NRPS-independent siderophore pathways. Appl Environ Microbiol 2024; 90:e0211523. [PMID: 38323847 PMCID: PMC10952394 DOI: 10.1128/aem.02115-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 12/13/2023] [Indexed: 02/08/2024] Open
Abstract
Iron is essential to many biological processes but its poor solubility in aerobic environments restricts its bioavailability. To overcome this limitation, bacteria have evolved a variety of strategies, including the production and secretion of iron-chelating siderophores. Here, we describe the discovery of four series of siderophores from Streptomyces ambofaciens ATCC23877, three of which are unprecedented. MS/MS-based molecular networking revealed that one of these series corresponds to acylated desferrioxamines (acyl-DFOs) recently identified from S. coelicolor. The remaining sets include tetra- and penta-hydroxamate acyl-DFO derivatives, all of which incorporate a previously undescribed building block. Stable isotope labeling and gene deletion experiments provide evidence that biosynthesis of the acyl-DFO congeners requires unprecedented crosstalk between two separate non-ribosomal peptide synthetase (NRPS)-independent siderophore (NIS) pathways in the producing organism. Although the biological role(s) of these new derivatives remain to be elucidated, they may confer advantages in terms of metal chelation in the competitive soil environment due to the additional bidentate hydroxamic functional groups. The metabolites may also find application in various fields including biotechnology, bioremediation, and immuno-PET imaging.IMPORTANCEIron-chelating siderophores play important roles for their bacterial producers in the environment, but they have also found application in human medicine both in iron chelation therapy to prevent iron overload and in diagnostic imaging, as well as in biotechnology, including as agents for biocontrol of pathogens and bioremediation. In this study, we report the discovery of three novel series of related siderophores, whose biosynthesis depends on the interplay between two NRPS-independent (NIS) pathways in the producing organism S. ambofaciens-the first example to our knowledge of such functional cross-talk. We further reveal that two of these series correspond to acyl-desferrioxamines which incorporate four or five hydroxamate units. Although the biological importance of these novel derivatives is unknown, the increased chelating capacity of these metabolites may find utility in diagnostic imaging (for instance, 89Zr-based immuno-PET imaging) and other applications of metal chelators.
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Affiliation(s)
- Li Su
- Université de Lorraine, INRAE, DynAMic, Nancy, France
- Université de Lorraine, CNRS, IMoPA, Nancy, France
| | - Yaouba Souaibou
- Université de Lorraine, INRAE, DynAMic, Nancy, France
- Université de Lorraine, CNRS, IMoPA, Nancy, France
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8
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Induja DK, Jesmina ARS, Joseph MM, Shamjith S, Ingaladal N, Maiti KK, Kumar BSD, Lankalapalli RS. Isolation of two new stereochemical variants of streptophenazine by cocultivation of Streptomyces NIIST-D31, Streptomyces NIIST-D47, and Streptomyces NIIST-D63 strains in 3C 2 combinations. J Antibiot (Tokyo) 2023; 76:567-578. [PMID: 37308605 DOI: 10.1038/s41429-023-00638-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 05/18/2023] [Accepted: 05/19/2023] [Indexed: 06/14/2023]
Abstract
Cocultivation of combinations of Streptomyces species isolated from the same soil was explored to isolate novel secondary metabolites. Recently, we reported the isolation of a novel vicinal diepoxide of alloaureothin along with three carboxamides, 4-aminobenzoic acid, and 1,6-dimethoxyphenazine from the individual culture of Streptomyces luteireticuli NIIST-D31. Herein, cocultivation of NIIST-D31 with Streptomyces luteoverticillatus NIIST-D47 afforded two new stereochemical variants of streptophenazine (S1 and S2), and 1-N-methylalbonoursin, where the individual culture of NIIST-D47 primarily produced carbazomycins A, D, and E. The new streptophenazines and 1-N-methylalbonoursin were also observed during cocultivation of NIIST-D31 with Streptomyces thioluteus NIIST-D63, where the individual culture of NIIST-D63 strain afforded for the first time 2,2'-bipyridines (caerulomycinamide and dipyrimicin B), picolinamide, 2,3-dimethoxybenzamide, 2-hydroxy-3-methoxybenzamide, and 6-amino-2-pyridone along with known natural products aureothin and 1,6-dimethoxyphenazine. Finally, cocultivation of NIIST-D47 and NIIST-D63 strains produced carbazomycins B and C, alloaureothin, cyclo-(Leu-Pro), investiamide, and 4-aminobenzoic acid. Some of the compounds observed in the individual cultures were also produced in cocultivations. Improvement in the yield of secondary metabolites during cocultivation compared to individual culturing is well-known, which is noted here for vicinal diepoxide of alloaureothin. The production of new streptophenazines by cocultivation combinations with NIIST-D31 suggests that NIIST-D47 and NIIST-D63 may function as inducers in activating cryptic secondary metabolite-biosynthetic gene clusters. Cytotoxicity of the new streptophenazines in cancerous (MCF7 and MDA-MB-231) or non-cancerous (WI-38) cells were tested, however, they exhibited no significant activity.
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Affiliation(s)
- D K Induja
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Thiruvananthapuram, 695019, Kerala, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - A R S Jesmina
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
- Agro-Processing and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Thiruvananthapuram, 695019, Kerala, India
| | - Manu M Joseph
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Thiruvananthapuram, 695019, Kerala, India
| | - Shanmughan Shamjith
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Thiruvananthapuram, 695019, Kerala, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Nagaraja Ingaladal
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Thiruvananthapuram, 695019, Kerala, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Kaustabh Kumar Maiti
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Thiruvananthapuram, 695019, Kerala, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - B S Dileep Kumar
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
- Agro-Processing and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Thiruvananthapuram, 695019, Kerala, India
| | - Ravi S Lankalapalli
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Thiruvananthapuram, 695019, Kerala, India.
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.
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9
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Georjon H, Tesson F, Shomar H, Bernheim A. Genomic characterization of the antiviral arsenal of Actinobacteria. MICROBIOLOGY (READING, ENGLAND) 2023; 169:001374. [PMID: 37531269 PMCID: PMC10482375 DOI: 10.1099/mic.0.001374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 07/18/2023] [Indexed: 08/04/2023]
Abstract
Phages are ubiquitous in nature, and bacteria with very different genomics, metabolisms, and lifestyles are subjected to their predation. Yet, the defence systems that allow bacteria to resist their phages have rarely been explored experimentally outside a very limited number of model organisms. Actinobacteria (Actinomycetota) are a phylum of GC-rich Gram-positive bacteria, which often produce an important diversity of secondary metabolites. Despite being ubiquitous in a wide range of environments, from soil to fresh and sea water but also the gut microbiome, relatively little is known about the anti-phage arsenal of Actinobacteria. In this work, we used DefenseFinder to systematically detect 131 anti-phage defence systems in 22803 fully sequenced prokaryotic genomes, among which are 2253 Actinobacteria of more than 700 species. We show that, like other bacteria, Actinobacteria encode many diverse anti-phage systems that are often encoded on mobile genetic elements. We further demonstrate that most detected defence systems are absent or rarer in Actinobacteria than in other bacteria, while a few rare systems are enriched (notably gp29-gp30 and Wadjet). We characterize the spatial distribution of anti-phage systems on Streptomyces chromosomes and show that some defence systems (e.g. RM systems) tend to be encoded in the core region, while others (e.g. Lamassu and Wadjet) are enriched towards the extremities. Overall, our results suggest that Actinobacteria might be a source of novel anti-phage systems and provide clues to characterize mechanistic aspects of known anti-phage systems.
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Affiliation(s)
- Héloïse Georjon
- Molecular Diversity of Microbes Lab, Institut Pasteur, Université Paris Cité, Inserm U1284, Paris, France
| | - Florian Tesson
- Molecular Diversity of Microbes Lab, Institut Pasteur, Université Paris Cité, Inserm U1284, Paris, France
- UMR 1137, IAME, Université de Paris, INSERM, Paris, France
| | - Helena Shomar
- Molecular Diversity of Microbes Lab, Institut Pasteur, Université Paris Cité, Inserm U1284, Paris, France
| | - Aude Bernheim
- Molecular Diversity of Microbes Lab, Institut Pasteur, Université Paris Cité, Inserm U1284, Paris, France
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10
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Tistechok S, Roman I, Fedorenko V, Luzhetskyy A, Gromyko O. Diversity and bioactive potential of Actinomycetia from the rhizosphere soil of Juniperus excelsa. Folia Microbiol (Praha) 2023:10.1007/s12223-023-01047-x. [PMID: 36947395 PMCID: PMC10031196 DOI: 10.1007/s12223-023-01047-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 03/15/2023] [Indexed: 03/23/2023]
Abstract
Microbial natural products are among the main sources of compounds used in the medical biotechnology field for the purpose of drug development. However, as antibiotic resistance in pathogenic microorganisms is known to be increasing dramatically, there exists a need to develop new antibiotics. Actinomycetia have proven to be a good source of biologically active compounds, although the rediscovery of previously known compounds significantly slows down the introduction of new antibiotics. As a consequence, increasing attention is being paid to the isolation of actinomycete strains from previously unexplored sources, which can significantly increase the likelihood of discovering new biologically active compounds. This study investigated the diversity and bioactive potential of 372 actinomycete strains isolated from the rhizosphere soil of Juniperus excelsa M. Bieb. The examined actinomycete strains belonged to 11 genera, namely, Actinoplanes, Actinorectispora, Amycolatopsis, Kribbella, Micrococcus, Micromonospora, Nocardia, Promicromonospora, Rhodococcus, Saccharopolyspora and Streptomyces. The bioactive potential of each isolated actinomycete strain was determined on the basis of its ability to produce antimicrobial metabolites against Gram-positive and Gram-negative bacteria and yeast. Some 159 strains (42.74%) exhibited antimicrobial activity against at least one of the tested microbial strains. The dereplication analysis of the extract of the Streptomyces sp. Je 1-651 strain, which exhibited strong antimicrobial activity, led to the annotation of spiramycins and stambomycins. Moreover, the phylogenetic analysis based on the 16S rRNA gene sequence of the Je 1-651 strain revealed it to be close to the S. ambofaciens.
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Affiliation(s)
- Stepan Tistechok
- Department of Genetics and Biotechnology, Ivan Franko National University of Lviv, Lviv, 79005, Ukraine
| | - Ivan Roman
- Department of Genetics and Biotechnology, Ivan Franko National University of Lviv, Lviv, 79005, Ukraine
| | - Victor Fedorenko
- Department of Genetics and Biotechnology, Ivan Franko National University of Lviv, Lviv, 79005, Ukraine
| | - Andriy Luzhetskyy
- Department of Pharmaceutical Biotechnology, Saarland University, Saarbruecken, 66123, Germany
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Saarbruecken, 66123, Germany
| | - Oleksandr Gromyko
- Department of Genetics and Biotechnology, Ivan Franko National University of Lviv, Lviv, 79005, Ukraine.
- Microbial Culture Collection of Antibiotic Producers, Ivan Franko National University of Lviv, Lviv, 79005, Ukraine.
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11
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Borba MP, Witusk JP, Cunha DM, de Lima-Morales D, Martins AF, Van Der Sand S. Whole-genome sequencing-based characterization of Streptomyces sp. 6(4): focus on natural product. Access Microbiol 2023; 5:000466.v3. [PMID: 37091737 PMCID: PMC10118248 DOI: 10.1099/acmi.0.000466.v3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 09/23/2022] [Indexed: 03/06/2023] Open
Abstract
We have sequenced the whole genome of
Streptomyces
sp. 6(4) isolated from tomato roots that presents antifungal activity against phytopathogenic fungi, mainly Bipolaris sorokiniana. The genome has almost 7 Mb and 3368 hypothetical proteins that were analysed and characterized in Uniprot with the emphasis on biological compounds. Multilocus sequence typing (MLST) analyses were performed in an effort to characterize and identify this isolate, resulting in a new sequence type (ST), classified as ST64. Phenetic and phylogenetic trees were constructed to investigate
Streptomyces
sp. 6(4) evolution and sequence similarity, and the isolate is a strain closer to
Streptomyces prasinus
and
Streptomyces viridosporus
. It is known that the genus
Streptomyces
possess huge metabolic capacity with the presence of cryptic genes. These genes are usually present in clusters, which are responsible for the production of diverse natural products, mainly antibiotics. In addition, 6(4) showed 11 biosynthetic gene clusters through antiSMASH, including 3 polyketide synthase (PKS) and non-ribosomal peptide synthase (NRPS) type clusters.
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Affiliation(s)
- Marcela Proença Borba
- Programa de Pós-graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - João Paulo Witusk
- Programa de Pós-graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Débora Marchesan Cunha
- Programa de Pós-graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Daiana de Lima-Morales
- Laboratório de Pesquisa em Resistência Bacteriana (LABRESIS), Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
- Núcleo de Bioinformática do Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
| | - Andreza Francisco Martins
- Programa de Pós-graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Sueli Van Der Sand
- Programa de Pós-graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
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12
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Singh G, Dal Grande F, Schmitt I. Genome mining as a biotechnological tool for the discovery of novel biosynthetic genes in lichens. FRONTIERS IN FUNGAL BIOLOGY 2022; 3:993171. [PMID: 37746187 PMCID: PMC10512267 DOI: 10.3389/ffunb.2022.993171] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 08/30/2022] [Indexed: 09/26/2023]
Abstract
Natural products (NPs) and their derivatives are a major contributor to modern medicine. Historically, microorganisms such as bacteria and fungi have been instrumental in generating drugs and lead compounds because of the ease of culturing and genetically manipulating them. However, the ever-increasing demand for novel drugs highlights the need to bioprospect previously unexplored taxa for their biosynthetic potential. Next-generation sequencing technologies have expanded the range of organisms that can be explored for their biosynthetic content, as these technologies can provide a glimpse of an organism's entire biosynthetic landscape, without the need for cultivation. The entirety of biosynthetic genes can be compared to the genes of known function to identify the gene clusters potentially coding for novel products. In this study, we mine the genomes of nine lichen-forming fungal species of the genus Umbilicaria for biosynthetic genes, and categorize the biosynthetic gene clusters (BGCs) as "associated product structurally known" or "associated product putatively novel". Although lichen-forming fungi have been suggested to be a rich source of NPs, it is not known how their biosynthetic diversity compares to that of bacteria and non-lichenized fungi. We found that 25%-30% of biosynthetic genes are divergent as compared to the global database of BGCs, which comprises 1,200,000 characterized biosynthetic genes from plants, bacteria, and fungi. Out of 217 BGCs, 43 were highly divergant suggesting that they potentially encode structurally and functionally novel NPs. Clusters encoding the putatively novel metabolic diversity comprise polyketide synthases (30), non-ribosomal peptide synthetases (12), and terpenes (1). Our study emphasizes the utility of genomic data in bioprospecting microorganisms for their biosynthetic potential and in advancing the industrial application of unexplored taxa. We highlight the untapped structural metabolic diversity encoded in the lichenized fungal genomes. To the best of our knowledge, this is the first investigation identifying genes coding for NPs with potentially novel properties in lichenized fungi.
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Affiliation(s)
- Garima Singh
- Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Frankfurt am Main, Germany
- Department of Biology, University of Padova, Padova, Italy
| | - Francesco Dal Grande
- Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Frankfurt am Main, Germany
- Department of Biology, University of Padova, Padova, Italy
| | - Imke Schmitt
- Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Frankfurt am Main, Germany
- Institute of Ecology, Diversity and Evolution, Goethe University, Frankfurt am Main, Germany
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13
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Borba MP, Ferrero APDS, de Souza Lameira R, Van Der Sand ST. The intricate molecular identification of Streptomyces: a case study on Antarctic soil isolates. Arch Microbiol 2022; 204:476. [PMID: 35829937 DOI: 10.1007/s00203-022-03093-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 06/20/2022] [Accepted: 06/21/2022] [Indexed: 11/02/2022]
Abstract
Despite the worldwide use of 16S rRNA to identify bacterial species, the use of this gene does not discriminate the 750 species in the genus Streptomyces. A MLST scheme was constructed with rpoB, gyrB, recA, trpB and atpD genes to access the genomic variances in Streptomyces species evolution. We analyze the housekeeping genes in 49 Streptomyces isolates from Antarctic soil. It was used two different databases, GenBank and EzBioCloud to compare the 16S sequences. The species founded in both databases are not the same, but in both cases, a few isolates achieve the necessary high percentage to consider the identification. There is a lack of deposited sequences in the other genes, as the data in GenBank proved to be insufficient. Isolate LMA323St_9 has the potential to be studied as a novel species. Besides that, the use of housekeeping genes gives robust phylogenetic information to understand in group relationships.
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Affiliation(s)
- Marcela Proença Borba
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
| | - Ana Paula da Silva Ferrero
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Renata de Souza Lameira
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Sueli Teresinha Van Der Sand
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
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14
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Baltz RH. Genome mining for drug discovery: progress at the front end. J Ind Microbiol Biotechnol 2021; 48:6324007. [PMID: 34279640 PMCID: PMC8788784 DOI: 10.1093/jimb/kuab044] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Accepted: 07/11/2021] [Indexed: 12/12/2022]
Abstract
Microbial genome mining for drug discovery and development has been accelerating in recent years, driven by technical advancements in genome sequencing, bioinformatics, metabolomics/metabologenomics, and synthetic biology. Microbial genome mining is a multistep process that starts with the sequencing of microbes that encode multiple secondary metabolites and identifying new and novel secondary metabolite biosynthetic gene clusters (BGCs) to pursue. The initial steps in the process are critical for the overall success, and they encompass the most innovative new technologies to revitalize natural product discovery. As microbial genome mining has matured in recent years, unvalidated conjectures about what microbes to pursue, how to identify legitimate secondary metabolite BGCs, and how to sequence DNA to satisfactory levels of completion have been identified. The solutions to correct the misconceptions around these topics are beginning to be implemented.
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Affiliation(s)
- Richard H Baltz
- CognoGen Biotechnology Consulting, 7757 Uliva Way, Sarasota, FL 34238, USA
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15
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Lioy VS, Lorenzi JN, Najah S, Poinsignon T, Leh H, Saulnier C, Aigle B, Lautru S, Thibessard A, Lespinet O, Leblond P, Jaszczyszyn Y, Gorrichon K, Varoquaux N, Junier I, Boccard F, Pernodet JL, Bury-Moné S. Dynamics of the compartmentalized Streptomyces chromosome during metabolic differentiation. Nat Commun 2021; 12:5221. [PMID: 34471117 PMCID: PMC8410849 DOI: 10.1038/s41467-021-25462-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 07/21/2021] [Indexed: 02/07/2023] Open
Abstract
Bacteria of the genus Streptomyces are prolific producers of specialized metabolites, including antibiotics. The linear chromosome includes a central region harboring core genes, as well as extremities enriched in specialized metabolite biosynthetic gene clusters. Here, we show that chromosome structure in Streptomyces ambofaciens correlates with genetic compartmentalization during exponential phase. Conserved, large and highly transcribed genes form boundaries that segment the central part of the chromosome into domains, whereas the terminal ends tend to be transcriptionally quiescent compartments with different structural features. The onset of metabolic differentiation is accompanied by a rearrangement of chromosome architecture, from a rather 'open' to a 'closed' conformation, in which highly expressed specialized metabolite biosynthetic genes form new boundaries. Thus, our results indicate that the linear chromosome of S. ambofaciens is partitioned into structurally distinct entities, suggesting a link between chromosome folding, gene expression and genome evolution.
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Affiliation(s)
- Virginia S Lioy
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France.
| | - Jean-Noël Lorenzi
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Soumaya Najah
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Thibault Poinsignon
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Hervé Leh
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Corinne Saulnier
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | | | - Sylvie Lautru
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | | | - Olivier Lespinet
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | | | - Yan Jaszczyszyn
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Kevin Gorrichon
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Nelle Varoquaux
- Université Grenoble Alpes, CNRS, Grenoble INP, TIMC-IMAG, Grenoble, France
| | - Ivan Junier
- Université Grenoble Alpes, CNRS, Grenoble INP, TIMC-IMAG, Grenoble, France
| | - Frédéric Boccard
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Jean-Luc Pernodet
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France
| | - Stéphanie Bury-Moné
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette, France.
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16
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de Siqueira KA, Liotti RG, de Sousa JR, Vendruscullo SJ, de Souza GB, de Vasconcelos LG, Januário AH, de Oliveira Mendes TA, Soares MA. Streptomyces griseocarneus R132 expresses antimicrobial genes and produces metabolites that modulate Galleria mellonella immune system. 3 Biotech 2021; 11:396. [PMID: 34422537 DOI: 10.1007/s13205-021-02942-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 07/25/2021] [Indexed: 10/20/2022] Open
Abstract
Actinobacteria is a phylum composed of aerobic, Gram-positive, and filamentous bacteria with a broad spectrum of biological activity, including antioxidant, antitumor, and antibiotic. The crude extract of Streptomyces griseocarneus R132 was fractionated on a C18 silica column and the isolated compound was identified by 1H and 13C nuclear magnetic resonance as 3-(phenylprop-2-enoic acid), also known as trans-cinnamic acid. Antimicrobial activity against human pathogens was assayed in vitro (disk-diffusion qualitative test) and in vivo using Galleria mellonella larvae (RT-qPCR). The methanol fractions 132-F30%, 132-F50%, 132-F70%, and 132-F100% inhibited the Escherichia coli (ATCC 25922) and Staphylococcus aureus (MRSA) growth in vitro the most effectively. Compared with the untreated control (60-80% of larvae death), the fractions and isolated trans-cinnamic acid increased the survival rate and modulated the immune system of G. mellonella larvae infected with pathogenic microorganisms. The anti-infection effect of the S. griseocarneus R132 fermentation product led us to sequence its genome, which was assembled and annotated using the Rast and antiSMASH platforms. The assembled genome consisted of 227 scaffolds represented on a linear chromosome of 8.85 Mb and 71.3% of GC. We detected conserved domains typical of enzymes that produce molecules with biological activity, such as polyketides and non-ribosomal and ribosomal peptides, indicating a great potential for obtaining new antibiotics and molecules with biotechnological application. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s13205-021-02942-1.
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17
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Abstract
The Pd-catalyzed carbon-carbon bond formation pioneered by Heck in 1969 has dominated medicinal chemistry development for the ensuing fifty years. As the demand for more complex three-dimensional active pharmaceuticals continues to increase, preparative enzyme-mediated assembly, by virtue of its exquisite selectivity and sustainable nature, is poised to provide a practical and affordable alternative for accessing such compounds. In this minireview, we summarize recent state-of-the-art developments in practical enzyme-mediated assembly of carbocycles. When appropriate, background information on the enzymatic transformation is provided and challenges and/or limitations are also highlighted.
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Affiliation(s)
- Weijin Wang
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, Jupiter, FL, 33458, USA
| | - Douglass F Taber
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, Jupiter, FL, 33458, USA
| | - Hans Renata
- Department of Chemistry and Biochemistry, University of Delaware, Newark, DE 19716, USA
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18
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Baltz RH. Genome mining for drug discovery: cyclic lipopeptides related to daptomycin. J Ind Microbiol Biotechnol 2021; 48:6178872. [PMID: 33739403 PMCID: PMC9113097 DOI: 10.1093/jimb/kuab020] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 11/17/2020] [Indexed: 11/25/2022]
Abstract
The cyclic lipopeptide antibiotics structurally related to daptomycin were first reported in the 1950s. Several have common lipopeptide initiation, elongation, and termination mechanisms. Initiation requires the use of a fatty acyl-AMP ligase (FAAL), a free-standing acyl carrier protein (ACP), and a specialized condensation (CIII) domain on the first NRPS elongation module to couple the long chain fatty acid to the first amino acid. Termination is carried out by a dimodular NRPS that contains a terminal thioesterase (Te) domain (CAT-CATTe). Lipopeptide BGCs also encode ABC transporters, apparently for export and resistance. The use of this mechanism of initiation, elongation, and termination, coupled with molecular target-agnostic resistance, has provided a unique basis for robust natural and experimental combinatorial biosynthesis to generate a large variety of structurally related compounds, some with altered or different antibacterial mechanisms of action. The FAAL, ACP, and dimodular NRPS genes were used as molecular beacons to identify phylogenetically related BGCs by BLASTp analysis of finished and draft genome sequences. These and other molecular beacons have identified: (i) known, but previously unsequenced lipopeptide BGCs in draft genomes; (ii) a new daptomycin family BGC in a draft genome of Streptomyces sedi; and (iii) novel lipopeptide BGCs in the finished genome of Streptomyces ambofaciens and the draft genome of Streptomyces zhaozhouensis.
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Affiliation(s)
- Richard H Baltz
- CognoGen Biotechnology Consulting, 7757 Uliva Way, Sarasota, FL 34238, USA
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19
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Zhou Q, Ning S, Luo Y. Coordinated regulation for nature products discovery and overproduction in Streptomyces. Synth Syst Biotechnol 2020; 5:49-58. [PMID: 32346621 PMCID: PMC7176746 DOI: 10.1016/j.synbio.2020.04.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 04/04/2020] [Accepted: 04/08/2020] [Indexed: 12/19/2022] Open
Abstract
Streptomyces is an important treasure trove for natural products discovery. In recent years, many scientists focused on the genetic modification and metabolic regulation of Streptomyces to obtain diverse bioactive compounds with high yields. This review summarized the commonly used regulatory strategies for natural products discovery and overproduction in Streptomyces from three main aspects, including regulator-related strategies, promoter engineering, as well as other strategies employing transposons, signal factors, or feedback regulations. It is expected that the metabolic regulation network of Streptomyces will be elucidated more comprehensively to shed light on natural products research in the future.
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Affiliation(s)
- Qun Zhou
- Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Shuqing Ning
- Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Yunzi Luo
- Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin University, Tianjin, 300072, China
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20
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Mining the Biosynthetic Potential for Specialized Metabolism of a Streptomyces Soil Community. Antibiotics (Basel) 2020; 9:antibiotics9050271. [PMID: 32456220 PMCID: PMC7277575 DOI: 10.3390/antibiotics9050271] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 05/18/2020] [Accepted: 05/20/2020] [Indexed: 12/22/2022] Open
Abstract
The diversity and distribution of specialized metabolite gene clusters within a community of bacteria living in the same soil habitat are poorly documented. Here we analyzed the genomes of 8 Streptomyces isolated at micro-scale from a forest soil that belong to the same species or to different species. The results reveal high levels of diversity, with a total of 261 biosynthesis gene clusters (BGCs) encoding metabolites such as terpenes, polyketides (PKs), non-ribosomal peptides (NRPs) and ribosomally synthesized and post-translationally modified peptides (RiPPs) with potential bioactivities. A significant part of these BGCs (n = 53) were unique to only one strain when only 5 were common to all strains. The metabolites belong to very diverse chemical families and revealed that a large diversity of metabolites can potentially be produced in the community. Although that analysis of the global metabolome using GC-MS revealed that most of the metabolites were shared between the strains, they exhibited a specific metabolic pattern. We also observed that the presence of these accessory pathways might result from frequent loss and gain of genes (horizontal transfer), showing that the potential of metabolite production is a dynamic phenomenon in the community. Sampling Streptomyces at the community level constitutes a good frame to discover new biosynthetic pathways and it appears as a promising reservoir for the discovery of new bioactive compounds.
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Zhuang L, Huang S, Liu WQ, Karim AS, Jewett MC, Li J. Total in vitro biosynthesis of the nonribosomal macrolactone peptide valinomycin. Metab Eng 2020; 60:37-44. [PMID: 32224263 DOI: 10.1016/j.ymben.2020.03.009] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 01/20/2020] [Accepted: 03/22/2020] [Indexed: 11/16/2022]
Abstract
Natural products are important because of their significant pharmaceutical properties such as antiviral, antimicrobial, and anticancer activity. Recent breakthroughs in DNA sequencing reveal that a great number of cryptic natural product biosynthetic gene clusters are encoded in microbial genomes, for example, those of Streptomyces species. However, it is still challenging to access compounds from these clusters because many source organisms are uncultivable or the genes are silent during laboratory cultivation. To address this challenge, we develop an efficient cell-free platform for the rapid, in vitro total biosynthesis of the nonribosomal peptide valinomycin as a model. We achieve this goal in two ways. First, we used a cell-free protein synthesis (CFPS) system to express the entire valinomycin biosynthetic gene cluster (>19 kb) in a single-pot reaction, giving rise to approximately 37 μg/L of valinomycin after optimization. Second, we coupled CFPS with cell-free metabolic engineering system by mixing two enzyme-enriched cell lysates to perform a two-stage biosynthesis. This strategy improved valinomycin production ~5000-fold to nearly 30 mg/L. We expect that cell-free biosynthetic systems will provide a new avenue to express, discover, and characterize natural product gene clusters of interest in vitro.
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Affiliation(s)
- Lei Zhuang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China; School of Life Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Shuhui Huang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Ashty S Karim
- Department of Chemical and Biological Engineering, Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, United States
| | - Michael C Jewett
- Department of Chemical and Biological Engineering, Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, United States.
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China.
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Mullis MM, Rambo IM, Baker BJ, Reese BK. Diversity, Ecology, and Prevalence of Antimicrobials in Nature. Front Microbiol 2019; 10:2518. [PMID: 31803148 PMCID: PMC6869823 DOI: 10.3389/fmicb.2019.02518] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 10/18/2019] [Indexed: 12/15/2022] Open
Abstract
Microorganisms possess a variety of survival mechanisms, including the production of antimicrobials that function to kill and/or inhibit the growth of competing microorganisms. Studies of antimicrobial production have largely been driven by the medical community in response to the rise in antibiotic-resistant microorganisms and have involved isolated pure cultures under artificial laboratory conditions neglecting the important ecological roles of these compounds. The search for new natural products has extended to biofilms, soil, oceans, coral reefs, and shallow coastal sediments; however, the marine deep subsurface biosphere may be an untapped repository for novel antimicrobial discovery. Uniquely, prokaryotic survival in energy-limited extreme environments force microbial populations to either adapt their metabolism to outcompete or produce novel antimicrobials that inhibit competition. For example, subsurface sediments could yield novel antimicrobial genes, while at the same time answering important ecological questions about the microbial community.
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Affiliation(s)
- Megan M. Mullis
- Department of Life Sciences, Texas A&M University Corpus Christi, Corpus Christi, TX, United States
| | - Ian M. Rambo
- Department of Marine Science, University of Texas Marine Science Institute, Port Aransas, TX, United States
| | - Brett J. Baker
- Department of Marine Science, University of Texas Marine Science Institute, Port Aransas, TX, United States
| | - Brandi Kiel Reese
- Department of Life Sciences, Texas A&M University Corpus Christi, Corpus Christi, TX, United States
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Stevenson LJ, Owen JG, Ackerley DF. Metagenome Driven Discovery of Nonribosomal Peptides. ACS Chem Biol 2019; 14:2115-2126. [PMID: 31508935 DOI: 10.1021/acschembio.9b00618] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Declining rates of novel natural product discovery and exponential rates of rediscovery heralded the end of the 1940s to 1960s "golden era" of antibiotic discovery. Fifty years later, the implementation of molecular screening methodologies revealed that standard culture-based screening approaches had failed to capture the vast majority of environmental bacteria and that even for the cultivable isolates only a small fraction of the biosynthetic potential had been tapped. A diversity of metagenomic screening and synthetic biology approaches have been developed to address these issues. The nonribosomal peptides have received particular focus, owing to their high levels of bioactivity and the predictability of the biosynthetic logic of the genetically encoded assembly lines that produce them. By uniting advances in next-generation sequencing and bioinformatic analysis with a diversity of traditional disciplines, several pioneering teams have proven that this previously inaccessible resource is no longer out of reach.
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Affiliation(s)
- Luke J. Stevenson
- School of Biological Sciences, Victoria University of Wellington, Wellington 6012, New Zealand
- Centre for Biodiscovery, Victoria University of Wellington, Wellington 6012, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| | - Jeremy G. Owen
- School of Biological Sciences, Victoria University of Wellington, Wellington 6012, New Zealand
- Centre for Biodiscovery, Victoria University of Wellington, Wellington 6012, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| | - David F. Ackerley
- School of Biological Sciences, Victoria University of Wellington, Wellington 6012, New Zealand
- Centre for Biodiscovery, Victoria University of Wellington, Wellington 6012, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
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Abstract
Horizontal gene transfer is a rapid and efficient way to diversify bacterial gene pools. Currently, little is known about this gene flux within natural soil populations. Using comparative genomics of Streptomyces strains belonging to the same species and isolated at microscale, we reveal frequent transfer of a significant fraction of the pangenome. We show that it occurs at a time scale enabling the population to diversify and to cope with its changing environment, notably, through the production of public goods. In this work, by comparing genomes of closely related individuals of Streptomyces isolated at a spatial microscale (millimeters or centimeters), we investigated the extent and impact of horizontal gene transfer in the diversification of a natural Streptomyces population. We show that despite these conspecific strains sharing a recent common ancestor, all harbored significantly different gene contents, implying massive and rapid gene flux. The accessory genome of the strains was distributed across insertion/deletion events (indels) ranging from one to several hundreds of genes. Indels were preferentially located in the arms of the linear chromosomes (ca. 12 Mb) and appeared to form recombination hot spots. Some of them harbored biosynthetic gene clusters (BGCs) whose products confer an inhibitory capacity and may constitute public goods that can favor the cohesiveness of the bacterial population. Moreover, a significant proportion of these variable genes were either plasmid borne or harbored signatures of actinomycete integrative and conjugative elements (AICEs). We propose that conjugation is the main driver for the indel flux and diversity in Streptomyces populations.
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25
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Lorenzi JN, Lespinet O, Leblond P, Thibessard A. Subtelomeres are fast-evolving regions of the Streptomyces linear chromosome. Microb Genom 2019; 7:000525. [PMID: 33749576 PMCID: PMC8627663 DOI: 10.1099/mgen.0.000525] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 01/11/2021] [Indexed: 01/14/2023] Open
Abstract
Streptomyces possess a large linear chromosome (6-12 Mb) consisting of a conserved central region flanked by variable arms covering several megabases. In order to study the evolution of the chromosome across evolutionary times, a representative panel of Streptomyces strains and species (125) whose chromosomes are completely sequenced and assembled was selected. The pan-genome of the genus was modelled and shown to be open with a core-genome reaching 1018 genes. The evolution of Streptomyces chromosome was analysed by carrying out pairwise comparisons, and by monitoring indexes measuring the conservation of genes (presence/absence) and their synteny along the chromosome. Using the phylogenetic depth offered by the chosen panel, it was possible to infer that within the central region of the chromosome, the core-genes form a highly conserved organization, which can reveal the existence of an ancestral chromosomal skeleton. Conversely, the chromosomal arms, enriched in variable genes evolved faster than the central region under the combined effect of rearrangements and addition of new information from horizontal gene transfer. The genes hosted in these regions may be localized there because of the adaptive advantage that their rapid evolution may confer. We speculate that (i) within a bacterial population, the variability of these genes may contribute to the establishment of social characters by the production of 'public goods' (ii) at the evolutionary scale, this variability contributes to the diversification of the genetic pool of the bacteria.
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Affiliation(s)
- Jean-Noël Lorenzi
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
- Université de Lorraine, INRAE, DynAMic, F-54000 Nancy, France
| | - Olivier Lespinet
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198, Gif-sur-Yvette, France
| | - Pierre Leblond
- Université de Lorraine, INRAE, DynAMic, F-54000 Nancy, France
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Wang J, Hu X, Sun G, Li L, Jiang B, Li S, Bai L, Liu H, Yu L, Wu L. Genome-Guided Discovery of Pretilactam from Actinosynnema pretiosum ATCC 31565. Molecules 2019; 24:molecules24122281. [PMID: 31248172 PMCID: PMC6631532 DOI: 10.3390/molecules24122281] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 06/12/2019] [Accepted: 06/18/2019] [Indexed: 11/16/2022] Open
Abstract
Actinosynnema is a small but well-known genus of actinomycetes for production of ansamitocin, the payload component of antibody-drug conjugates against cancers. However, the secondary metabolite production profile of Actinosynnema pretiosum ATCC 31565, the most famous producer of ansamitocin, has never been fully explored. Our antiSMASH analysis of the genomic DNA of Actinosynnema pretiosum ATCC 31565 revealed a NRPS-PKS gene cluster for polyene macrolactam. The gene cluster is very similar to gene clusters for mirilactam and salinilactam, two 26-membered polyene macrolactams from Actinosynnema mirum and Salinispora tropica, respectively. Guided by this bioinformatics prediction, we characterized a novel 26-membered polyene macrolactam from Actinosynnema pretiosum ATCC 31565 and designated it pretilactam. The structure of pretilactam was elucidated by a comprehensive analysis of HRMS, 1D and 2D-NMR, with absolute configuration of chiral carbons predicted bioinformatically. Pretilactam features a dihydroxy tetrahydropyran moiety, and has a hexaene unit and a diene unit as its polyene system. A preliminary antibacterial assay indicated that pretilactam is inactive against Bacillus subtilis and Candida albicans.
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Affiliation(s)
- Jing Wang
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
- CAMS Key Laboratory of Synthetic Biology for Drug Innovation, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Xiaowen Hu
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
- CAMS Key Laboratory of Synthetic Biology for Drug Innovation, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Guizhi Sun
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
- CAMS Key Laboratory of Synthetic Biology for Drug Innovation, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Linli Li
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
- CAMS Key Laboratory of Synthetic Biology for Drug Innovation, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Bingya Jiang
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
- CAMS Key Laboratory of Synthetic Biology for Drug Innovation, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Shufen Li
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
- CAMS Key Laboratory of Synthetic Biology for Drug Innovation, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Liping Bai
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
- CAMS Key Laboratory of Synthetic Biology for Drug Innovation, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Hongyu Liu
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Liyan Yu
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
| | - Linzhuan Wu
- NHC Key Laboratory of Biotechnology of Antibiotics, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
- CAMS Key Laboratory of Synthetic Biology for Drug Innovation, Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China.
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27
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Najah S, Saulnier C, Pernodet JL, Bury-Moné S. Design of a generic CRISPR-Cas9 approach using the same sgRNA to perform gene editing at distinct loci. BMC Biotechnol 2019; 19:18. [PMID: 30894153 PMCID: PMC6425556 DOI: 10.1186/s12896-019-0509-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 03/08/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The CRISPR/Cas (clustered regularly interspaced short palindromic repeat and CRISPR-associated nucleases) based technologies have revolutionized genome engineering. While their use for prokaryotic genome editing is expanding, some limitations remain such as possible off-target effects and design constraints. These are compounded when performing systematic genome editing at distinct loci or when targeting repeated sequences (e.g. multicopy genes or mobile genetic elements). To overcome these limitations, we designed an approach using the same sgRNA and CRISPR-Cas9 system to independently perform gene editing at different loci. RESULTS We developed a two-step procedure based on the introduction by homologous recombination of 'bait' DNA at the vicinity of a gene copy of interest before inducing CRISPR-Cas9 activity. The introduction of a genetic tool encoding a CRISPR-Cas9 complex targeting this 'bait' DNA induces a double strand break near the copy of interest. Its repair by homologous recombination can lead either to reversion or gene copy-specific editing. The relative frequencies of these events are linked to the impact of gene editing on cell fitness. In our study, we used this technology to successfully delete the native copies of two xenogeneic silencers lsr2 paralogs in Streptomyces ambofaciens. We observed that one of these paralogs is a candidate-essential gene since its native locus can be deleted only in the presence of an extra copy. CONCLUSION By targeting 'bait' DNA, we designed a 'generic' CRISPR-Cas9 toolkit that can be used to edit different loci. The differential action of this CRISPR-Cas9 system is exclusively based on the specific recombination between regions surrounding the gene copy of interest. This approach is suitable to edit multicopy genes. One such particular example corresponds to the mutagenesis of candidate-essential genes that requires the presence of an extra copy of the gene before gene disruption. This opens new insights to explore gene essentiality in bacteria and to limit off-target effects during systematic CRISPR-Cas9 based approaches.
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Affiliation(s)
- Soumaya Najah
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, Université Paris-Saclay, Gif-Sur-Yvette, France
| | - Corinne Saulnier
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, Université Paris-Saclay, Gif-Sur-Yvette, France
| | - Jean-Luc Pernodet
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, Université Paris-Saclay, Gif-Sur-Yvette, France
| | - Stéphanie Bury-Moné
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, Université Paris-Saclay, Gif-Sur-Yvette, France
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Wang W, Li J, Li H, Fan K, Liu Y. Crystal structure of AlpK: An essential monooxygenase involved in the biosynthesis of kinamycin. Biochem Biophys Res Commun 2019; 510:601-605. [PMID: 30739782 DOI: 10.1016/j.bbrc.2019.01.077] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Accepted: 01/16/2019] [Indexed: 12/23/2022]
Abstract
AlpK is an essential monooxygenase involved in the biosynthesis of kinamycin. It catalyzes the C5-hyfroxylattion of the crucial benzo[b]-fluorence intermediate in kinamycin synthesis. However, the structure and mechanism of AlpK is unclear. Here, we report the first structure of AlpK in complex with FAD. Our structure sheds light on the catalytic mechanism of AlpK.
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Affiliation(s)
- Wenpeng Wang
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jun Li
- School of Medicine, Sun Yat-Sen University, Shenzhen, 510080, China
| | - HuanHuan Li
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Keqing Fan
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yingfang Liu
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, the Sixth Affiliated Hospital, School of Medicine, Sun Yat-sen University, Guangzhou, China.
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29
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Natural product drug discovery in the genomic era: realities, conjectures, misconceptions, and opportunities. ACTA ACUST UNITED AC 2019; 46:281-299. [DOI: 10.1007/s10295-018-2115-4] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 11/20/2018] [Indexed: 12/21/2022]
Abstract
Abstract
Natural product discovery from microorganisms provided important sources for antibiotics, anti-cancer agents, immune-modulators, anthelminthic agents, and insecticides during a span of 50 years starting in the 1940s, then became less productive because of rediscovery issues, low throughput, and lack of relevant new technologies to unveil less abundant or not easily detected drug-like natural products. In the early 2000s, it was observed from genome sequencing that Streptomyces species encode about ten times as many secondary metabolites as predicted from known secondary metabolomes. This gave rise to a new discovery approach—microbial genome mining. As the cost of genome sequencing dropped, the numbers of sequenced bacteria, fungi and archaea expanded dramatically, and bioinformatic methods were developed to rapidly scan whole genomes for the numbers, types, and novelty of secondary metabolite biosynthetic gene clusters. This methodology enabled the identification of microbial taxa gifted for the biosynthesis of drug-like secondary metabolites. As genome sequencing technology progressed, the realities relevant to drug discovery have emerged, the conjectures and misconceptions have been clarified, and opportunities to reinvigorate microbial drug discovery have crystallized. This perspective addresses these critical issues for drug discovery.
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30
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Comparative Genomics among Closely Related Streptomyces Strains Revealed Specialized Metabolite Biosynthetic Gene Cluster Diversity. Antibiotics (Basel) 2018; 7:antibiotics7040086. [PMID: 30279346 PMCID: PMC6315706 DOI: 10.3390/antibiotics7040086] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 09/27/2018] [Accepted: 09/28/2018] [Indexed: 02/06/2023] Open
Abstract
Specialized metabolites are of great interest due to their possible industrial and clinical applications. The increasing number of antimicrobial resistant infectious agents is a major health threat and therefore, the discovery of chemical diversity and new antimicrobials is crucial. Extensive genomic data from Streptomyces spp. confirm their production potential and great importance. Genome sequencing of the same species strains indicates that specialized metabolite biosynthetic gene cluster (SMBGC) diversity is not exhausted, and instead, a pool of novel specialized metabolites still exists. Here, we analyze the genome sequence data from six phylogenetically close Streptomyces strains. The results reveal that the closer strains are phylogenetically, the number of shared gene clusters is higher. Eight specialized metabolites comprise the core metabolome, although some strains have only six core gene clusters. The number of conserved gene clusters common between the isolated strains and their closest phylogenetic counterparts varies from nine to 23 SMBGCs. However, the analysis of these phylogenetic relationships is not affected by the acquisition of gene clusters, probably by horizontal gene transfer events, as each strain also harbors strain-specific SMBGCs. Between one and 15 strain-specific gene clusters were identified, of which up to six gene clusters in a single strain are unknown and have no identifiable orthologs in other species, attesting to the existing SMBGC novelty at the strain level.
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31
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Bennett JA, Kandell GV, Kirk SG, McCormick JR. Visual and Microscopic Evaluation of Streptomyces Developmental Mutants. J Vis Exp 2018. [PMID: 30272646 PMCID: PMC6235167 DOI: 10.3791/57373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Streptomycetes are filamentous soil bacteria belonging to the phylum Actinobacteria that are found throughout the world and produce a wide array of antibiotics and other secondary metabolites. Streptomyces coelicolor is a well-characterized, non-pathogenic species that is amenable to a variety of analyses in the lab. The phenotyping methods described here use S. coelicolor as a model streptomycete; however, the methods are applicable to all members of this large genus as well as some closely related actinomycetes. Phenotyping is necessary to characterize new species of Streptomyces identified in the environment, and it is also a vital first step in characterizing newly isolated mutant strains of Streptomyces. Proficiency in phenotyping is important for the many new researchers who are entering the field of Streptomyces research, which includes the study of bacterial development, cell division, chromosome segregation, and second messenger signaling. The recent crowdsourcing of antibiotic discovery through the isolation of new soil microbes has resulted in an increased need for training in phenotyping for instructors new to the field of Streptomyces research and their college or high school students. This manuscript describes methods for bacterial strain propagation, storage, and characterization through visual and microscopic examination. After reading this article, new researchers (microbiology education laboratories and citizen scientists) should be able to manipulate Streptomyces strains and begin visual characterization experiments.
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Affiliation(s)
- Jennifer A Bennett
- Department of Biology and Earth Science, Biochemistry and Molecular Biology Program, Otterbein University;
| | - Garrett V Kandell
- Department of Biology and Earth Science, Biochemistry and Molecular Biology Program, Otterbein University
| | - Sean G Kirk
- Department of Biology and Earth Science, Biochemistry and Molecular Biology Program, Otterbein University
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A comprehensive catalogue of polyketide synthase gene clusters in lichenizing fungi. J Ind Microbiol Biotechnol 2018; 45:1067-1081. [PMID: 30206732 DOI: 10.1007/s10295-018-2080-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 08/24/2018] [Indexed: 10/28/2022]
Abstract
Lichens are fungi that form symbiotic partnerships with algae. Although lichens produce diverse polyketides, difficulties in establishing and maintaining lichen cultures have prohibited detailed studies of their biosynthetic pathways. Creative, albeit non-definitive, methods have been developed to assign function to biosynthetic gene clusters in lieu of techniques such as gene knockout and heterologous expressions that are commonly applied to easily cultivatable organisms. We review a total of 81 completely sequenced polyketide synthase (PKS) genes from lichenizing fungi, comprising to our best efforts all complete and reported PKS genes in lichenizing fungi to date. This review provides an overview of the approaches used to locate and sequence PKS genes in lichen genomes, current approaches to assign function to lichen PKS gene clusters, and what polyketides are proposed to be biosynthesized by these PKS. We conclude with remarks on prospects for genomics-based natural products discovery in lichens. We hope that this review will serve as a guide to ongoing research efforts on polyketide biosynthesis in lichenizing fungi.
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33
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Hagihara R, Katsuyama Y, Sugai Y, Onaka H, Ohnishi Y. Novel desferrioxamine derivatives synthesized using the secondary metabolism-specific nitrous acid biosynthetic pathway in Streptomyces davawensis. J Antibiot (Tokyo) 2018; 71:911-919. [PMID: 30120394 DOI: 10.1038/s41429-018-0088-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 07/18/2018] [Accepted: 07/23/2018] [Indexed: 01/02/2023]
Abstract
Recently, a novel nitrous acid biosynthetic pathway composed of two enzymes was discovered to be involved in the biosynthesis of cremeomycin for the formation of its diazo group. In this pathway, CreE oxidizes L-aspartic acid to nitrosuccinic acid and CreD liberates nitrous acid from nitrosuccinic acid. Bioinformatic analysis showed that various actinobacteria have putative secondary metabolite biosynthesis gene clusters containing creE and creD homologs, suggesting that this pathway is widely used for the biosynthesis of various natural products. Here, we focused on creE and creD homologs (BN159_4422 and BN159_4421) in Streptomyces davawensis. In vitro analysis of recombinant BN159_4422 and BN159_4421 proteins showed that these enzymes synthesized nitrous acid from L-aspartic acid. Secondary metabolites produced by this gene cluster were investigated by comparing the metabolic profiles of the wild-type and ΔBN159_4422 strains. When these strains were co-cultured with Tsukamurella pulmonis TP-B0596, three compounds were specifically produced by the wild-type strain. These compounds were identified as novel desferrioxamine derivatives containing either of two unique five-membered heterocyclic ring structures and shown to have iron-binding properties. A putative desferrioxamine biosynthetic gene cluster was found in the S. davawensis genome, and inactivation of a desD homolog (BN159_5485) also abolished the production of these compounds. We propose that these compounds should be synthesized by the modification of desferrioxamine B and a shorter chain analog using nitrous acid produced by the CreE and CreD homologs. This study provides an important insight into the diverse usage of the secondary metabolism-specific nitrous acid biosynthetic pathway in actinomycetes.
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Affiliation(s)
- Ryota Hagihara
- Department of Biotechnology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan
| | - Yohei Katsuyama
- Department of Biotechnology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan. .,Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan.
| | - Yoshinori Sugai
- Department of Biotechnology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan
| | - Hiroyasu Onaka
- Department of Biotechnology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan.,Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan
| | - Yasuo Ohnishi
- Department of Biotechnology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan. .,Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan.
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Zappelini C, Alvarez-Lopez V, Capelli N, Guyeux C, Chalot M. Streptomyces Dominate the Soil Under Betula Trees That Have Naturally Colonized a Red Gypsum Landfill. Front Microbiol 2018; 9:1772. [PMID: 30123206 PMCID: PMC6085467 DOI: 10.3389/fmicb.2018.01772] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 07/16/2018] [Indexed: 11/13/2022] Open
Abstract
The successful restoration of well-engineered tailings storage facilities is needed to avoid mine tailings problems. This study characterized the bacterial communities from vegetated and non-vegetated soils from a red gypsum landfill resulting from the industrial extraction of titanium. A set of 275 bacteria was isolated from vegetated soil and non-vegetated soil areas and taxonomically characterized using BOX-PCR. The study also evaluated the ability of a subset of 88 isolated bacteria on their ability to produce plant growth promoting (PGP) traits [indoleacetic acid (IAA) production, phosphate solubilization, and siderophore production] and their tolerance to potentially toxic elements (PTEs). Twenty strains were chosen for further analysis to produce inoculum for birch-challenging experiments. Principal component analysis (PCA) showed that the set of pedological parameters (pH, granulometry, carbon, organic matter, and Mg content) alone explained approximately 40% of the differences between the two soils. The highest density of total culturable bacteria was found in the vegetated soil, and it was much higher than that in the non-vegetated soil. The Actinobacteria phyla dominated the culturable soil community (70% in vegetated soil and 95% in non-vegetated soil), while the phyla Firmicutes (including the genus Bacillus) and Bacteroides (including the genera Pedobacter and Olivibacter) were found only in the vegetated soil fraction. Additional genera (Rhizobium, Variovorax, and Ensifer) were found solely in the vegetated soil. The vegetated soil bacteria harbored the most beneficial PGP bacteria with 12% of the isolates showing three or more PGP traits. The strains with higher metal tolerances in our study were Phyllobacterium sp. WR140 (RO1.15), Phyllobacterium sp. WR140 (R01.34), and Streptomyces sp. (R04.15), all isolated from the vegetated soil. Among the isolates tested in challenging experiments, Phyllobacterium (R01.34) and Streptomyces sp. (R05.33) have the greatest potential to act as PGP rhizobacteria and therefore to be used in the biological restoration of tailings dumps.
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Affiliation(s)
- Cyril Zappelini
- Laboratoire Chrono-Environnement, UMR CNRS 6249, Université Bourgogne Franche-Comté, Montbéliard, France
| | - Vanessa Alvarez-Lopez
- Laboratoire Chrono-Environnement, UMR CNRS 6249, Université Bourgogne Franche-Comté, Montbéliard, France
| | - Nicolas Capelli
- Laboratoire Chrono-Environnement, UMR CNRS 6249, Université Bourgogne Franche-Comté, Montbéliard, France
| | - Christophe Guyeux
- Département d'Informatique des Systèmes Complexes, Institut FEMTO-ST (UMR 6174 CNRS), Université Bourgogne Franche-Comté, Besançon, France
| | - Michel Chalot
- Laboratoire Chrono-Environnement, UMR CNRS 6249, Université Bourgogne Franche-Comté, Montbéliard, France.,Faculté des Sciences et Technologies, Université de Lorraine, Nancy, France
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Rigali S, Anderssen S, Naômé A, van Wezel GP. Cracking the regulatory code of biosynthetic gene clusters as a strategy for natural product discovery. Biochem Pharmacol 2018; 153:24-34. [DOI: 10.1016/j.bcp.2018.01.007] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Accepted: 01/03/2018] [Indexed: 12/19/2022]
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Bertrand RL, Abdel-Hameed M, Sorensen JL. Lichen Biosynthetic Gene Clusters. Part I. Genome Sequencing Reveals a Rich Biosynthetic Potential. JOURNAL OF NATURAL PRODUCTS 2018; 81:723-731. [PMID: 29485276 DOI: 10.1021/acs.jnatprod.7b00769] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Lichens are symbionts of fungi and algae that produce diverse secondary metabolites with useful properties. Little is known of lichen natural product biosynthesis because of the challenges of working with lichenizing fungi. We describe the first attempt to comprehensively profile the genetic secondary metabolome of a lichenizing fungus. An Illumina platform combined with the Antibiotics and Secondary Metabolites Analysis Shell (FungiSMASH, version 4.0) was used to sequence and annotate assembled contigs of the fungal partner of Cladonia uncialis. Up to 48 putative gene clusters are described comprising type I and type III polyketide synthases (PKS), nonribosomal peptide synthetases (NRPS), hybrid PKS-NRPS, and terpene synthases. The number of gene clusters revealed by this work dwarfs the number of known secondary metabolites from C. uncialis, suggesting that lichenizing fungi have an unexplored biosynthetic potential.
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Affiliation(s)
- Robert L Bertrand
- Department of Chemistry , University of Manitoba , Winnipeg , Manitoba R3T 2N2 , Canada
| | - Mona Abdel-Hameed
- Department of Chemistry , University of Manitoba , Winnipeg , Manitoba R3T 2N2 , Canada
| | - John L Sorensen
- Department of Chemistry , University of Manitoba , Winnipeg , Manitoba R3T 2N2 , Canada
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Calcagnile M, Bettini S, Damiano F, Talà A, Tredici SM, Pagano R, Di Salvo M, Siculella L, Fico D, De Benedetto GE, Valli L, Alifano P. Stimulatory Effects of Methyl-β-cyclodextrin on Spiramycin Production and Physical-Chemical Characterization of Nonhost@Guest Complexes. ACS OMEGA 2018; 3:2470-2478. [PMID: 30221219 PMCID: PMC6130790 DOI: 10.1021/acsomega.7b01766] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 01/08/2018] [Indexed: 06/08/2023]
Abstract
Spiramycin is a macrolide antibiotic and antiparasitic that is used to treat toxoplasmosis and various other infections of soft tissues. In the current study, we evaluated the effects of α-cyclodextrin, β-cyclodextrin, or methyl-β-cyclodextrin supplementation to a synthetic culture medium on biomass and spiramycin production by Streptomyces ambofaciens ATCC 23877. We found a high stimulatory effect on spiramycin production when the culture medium was supplemented with 0.5% (w/v) methyl-β-cyclodextrin, whereas α-cyclodextrin or β-cyclodextrin weakly enhanced antibiotic yields. As the stimulation of antibiotic production could be because of spiramycin complexation with cyclodextrins with effects on antibiotic stability and/or efflux, we analyzed the possible formation of complexes by physical-chemical methods. The results of Job plot experiment highlighted the formation of a nonhost@guest complex methyl-β-cyclodextrin@spiramycin I in the stoichiometric ratio of 3:1 while they excluded the formation of complex between spiramycin I and α- or β-cyclodextrin. Fourier-transform infrared spectroscopy measurements were then carried out to characterize the methyl-β-cyclodextrin@spiramycin I complex and individuate the chemical groups involved in the binding mechanism. These findings may help to improve the spiramycin fermentation process, providing at the same time a new device for better delivery of the antibiotic at the site of infection by methyl-β-cyclodextrin complexation, as it has been well-documented for other bioactive molecules.
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Affiliation(s)
- Matteo Calcagnile
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Simona Bettini
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Fabrizio Damiano
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Adelfia Talà
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Salvatore M. Tredici
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Rosanna Pagano
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Marco Di Salvo
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Luisa Siculella
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Daniela Fico
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Giuseppe E. De Benedetto
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Ludovico Valli
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
| | - Pietro Alifano
- Department of Biological
and Environmental Sciences and Technologies, Department of Engineering
for Innovation, and Department of Cultural Heritage, University
of Salento, Via Monteroni, 73100 Lecce, Italy
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Genome plasticity is governed by double strand break DNA repair in Streptomyces. Sci Rep 2018; 8:5272. [PMID: 29588483 PMCID: PMC5869714 DOI: 10.1038/s41598-018-23622-w] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 03/12/2018] [Indexed: 12/22/2022] Open
Abstract
The linear chromosome of the bacterium Streptomyces exhibits a remarkable genetic organization with grossly a central conserved region flanked by variable chromosomal arms. The terminal diversity co-locates with an intense DNA plasticity including the occurrence of large deletions associated to circularization and chromosomal arm exchange. These observations prompted us to assess the role of double strand break (DSB) repair in chromosome plasticity following. For that purpose, DSBs were induced along the chromosome using the meganuclease I-SceI. DSB repair in the central region of the chromosome was mutagenic at the healing site but kept intact the whole genome structure. In contrast, DSB repair in the chromosomal arms was mostly associated to the loss of the targeted chromosomal arm and extensive deletions beyond the cleavage sites. While homologous recombination occurring between copies of DNA sequences accounted for the most part of the chromosome rescue events, Non Homologous End Joining was involved in mutagenic repair as well as in huge genome rearrangements (i.e. circularization). Further, NHEJ repair was concomitant with the integration of genetic material at the healing site. We postulate that DSB repair drives genome plasticity and evolution in Streptomyces and that NHEJ may foster horizontal transfer in the environment.
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Cell-free synthetic biology for in vitro biosynthesis of pharmaceutical natural products. Synth Syst Biotechnol 2018; 3:83-89. [PMID: 29900420 PMCID: PMC5995452 DOI: 10.1016/j.synbio.2018.02.002] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2017] [Revised: 01/29/2018] [Accepted: 02/08/2018] [Indexed: 01/26/2023] Open
Abstract
Natural products with significant biological activities continuously act as rich sources for drug discovery and development. To harness the potential of these valuable compounds, robust methods need to be developed for their rapid and sustainable production. Cell-free biosynthesis of pharmaceutical natural products by in vitro reconstruction of the entire biosynthetic pathways represents one such solution. In this review, we focus on in vitro biosynthesis of two important classes of natural products, polyketides (PKs) and nonribosomal peptides (NRPs). First, we summarize purified enzyme-based systems for the biosynthesis of PKs, NRPs, and PK/NRP hybrids. Then, we introduce the cell-free protein synthesis (CFPS)-based technology for natural product production. With that, we discuss challenges and opportunities of cell-free synthetic biology for in vitro biosynthesis of natural products.
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40
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Choudoir MJ, Pepe-Ranney C, Buckley DH. Diversification of Secondary Metabolite Biosynthetic Gene Clusters Coincides with Lineage Divergence in Streptomyces. Antibiotics (Basel) 2018; 7:E12. [PMID: 29438308 PMCID: PMC5872123 DOI: 10.3390/antibiotics7010012] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 02/06/2018] [Accepted: 02/07/2018] [Indexed: 11/16/2022] Open
Abstract
We have identified Streptomyces sister-taxa which share a recent common ancestor and nearly identical small subunit (SSU) rRNA gene sequences, but inhabit distinct geographic ranges demarcated by latitude and have sufficient genomic divergence to represent distinct species. Here, we explore the evolutionary dynamics of secondary metabolite biosynthetic gene clusters (SMGCs) following lineage divergence of these sister-taxa. These sister-taxa strains contained 310 distinct SMGCs belonging to 22 different gene cluster classes. While there was broad conservation of these 22 gene cluster classes among the genomes analyzed, each individual genome harbored a different number of gene clusters within each class. A total of nine SMGCs were conserved across nearly all strains, but the majority (57%) of SMGCs were strain-specific. We show that while each individual genome has a unique combination of SMGCs, this diversity displays lineage-level modularity. Overall, the northern-derived (NDR) clade had more SMGCs than the southern-derived (SDR) clade (40.7 ± 3.9 and 33.8 ± 3.9, mean and S.D., respectively). This difference in SMGC content corresponded with differences in the number of predicted open reading frames (ORFs) per genome (7775 ± 196 and 7093 ± 205, mean and S.D., respectively) such that the ratio of SMGC:ORF did not differ between sister-taxa genomes. We show that changes in SMGC diversity between the sister-taxa were driven primarily by gene acquisition and deletion events, and these changes were associated with an overall change in genome size which accompanied lineage divergence.
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Affiliation(s)
- Mallory J Choudoir
- School of Integrative Plant Science, Bradfield Hall 705, Cornell University, Ithaca, NY 14853, USA.
| | - Charles Pepe-Ranney
- School of Integrative Plant Science, Bradfield Hall 705, Cornell University, Ithaca, NY 14853, USA.
| | - Daniel H Buckley
- School of Integrative Plant Science, Bradfield Hall 705, Cornell University, Ithaca, NY 14853, USA.
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41
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Li J, Wang H, Jewett MC. Expanding the palette of Streptomyces-based cell-free protein synthesis systems with enhanced yields. Biochem Eng J 2018. [DOI: 10.1016/j.bej.2017.11.013] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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42
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Kashyap PC, Chia N, Nelson H, Segal E, Elinav E. Microbiome at the Frontier of Personalized Medicine. Mayo Clin Proc 2017; 92:1855-1864. [PMID: 29202942 PMCID: PMC5730337 DOI: 10.1016/j.mayocp.2017.10.004] [Citation(s) in RCA: 118] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Revised: 09/13/2017] [Accepted: 10/09/2017] [Indexed: 12/21/2022]
Abstract
The genomic revolution promises to transform our approach to treat patients by individualizing treatments, reducing adverse events, and decreasing health care costs. The early advances using this have been realized primarily by optimizing preventive and therapeutic approaches in cancer using human genome sequencing. The ability to characterize the microbiome, which includes all the microbes that reside within and upon us and all their genetic elements, using next-generation sequencing allows us to now incorporate this important contributor to human disease into developing new preventive and therapeutic strategies. In this review we highlight the importance of the microbiome in all aspects of human disease, including pathogenesis, phenotype, prognosis, and response to treatment, as well as their role as diagnostic and therapeutic biomarkers. We provide a role for next-generation sequencing in both precise microbial identification of infectious diseases and characterization of microbial communities and their function. Taken together, the microbiome is emerging as an integral part of precision medicine approach as it not only contributes to interindividual variability in all aspects of a disease but also represents a potentially modifiable factor that is amenable to targeting by therapeutics.
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Affiliation(s)
- Purna C Kashyap
- Enteric Neuroscience Program, Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN.
| | | | - Heidi Nelson
- Department of Surgery, Mayo Clinic, Rochester, MN
| | - Eran Segal
- Department of Computer Science, Weizmann Institute of Science, Rehovot, Israel
| | - Eran Elinav
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
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43
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Kaweewan I, Komaki H, Hemmi H, Kodani S. Isolation and Structure Determination of New Antibacterial Peptide Curacomycin Based on Genome Mining. ASIAN J ORG CHEM 2017. [DOI: 10.1002/ajoc.201700433] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Issara Kaweewan
- Graduate School of Integrated Science and Technology; Shizuoka University; 836 Ohya Suruga-ku Shizuoka 422-8529 Japan
| | - Hisayuki Komaki
- Biological Resource Center; National Institute of Technology and Evaluation (NBRC); 2-5-8 Kazusakamatari Kisarazu Chiba 292-0818 Japan
| | - Hikaru Hemmi
- Food Research Institute; National Agriculture and Food Research Organization (NARO); 2-1-12 Kannondai Tsukuba Ibaraki 305-8642 Japan
| | - Shinya Kodani
- Graduate School of Integrated Science and Technology; Shizuoka University; 836 Ohya Suruga-ku Shizuoka 422-8529 Japan
- Academic Institute; Shizuoka University; 836 Ohya Suruga-ku Shizuoka 422-8529 Japan
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44
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Yao K, Gao S, Wu Y, Zhao Z, Wang W, Mao Q. Influence of dextrins on the production of spiramycin and impurity components by Streptomyces ambofaciens. Folia Microbiol (Praha) 2017; 63:105-113. [PMID: 28823059 DOI: 10.1007/s12223-017-0544-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 08/09/2017] [Indexed: 10/19/2022]
Abstract
Spiramycin is a 16-membered macrolide antibiotic produced by Streptomyces ambofaciens and used in human medicine for the treatment of various respiratory tract and genital infections. Several impurities were detected in spiramycin-fermentation broth, especially impurities D and F, which decreased the separation-extraction yield and increased production cost. Dextrins, as the main carbon source, influence the accumulation of spiramycin and impurities. In this work, two types of dextrin from vendor Y and Z were compared to study their influences on spiramycin production. Our results showed that final spiramycin production with dextrin Z was enhanced twofold as compared with dextrin Y; however, the content of impurities F and D were higher with dextrin Z relative to dextrin Y. Several parameters (adenosine triphosphate, total sugar, reducing sugar, and reducing sugar to total sugar) were analyzed to reveal differences in the fermentation process. In vitro dextrin hydrolysis by amylase revealed structural differences in the two types of dextrin, and real-time quantitative polymerase chain reaction analyses showed that the transcription of srm7 and srm21 (involved in forosaminyl methylation) was enhanced and potentially related to the reduced formation of impurity F with dextrin Y. Furthermore, the srm20/srm33 ratio, representing flux balance of forosaminyl and mycarosyl, was ~ 1, implying that forosaminyl and mycarosyl biosynthesis were well balanced, resulting in reduced production of impurity D with dextrin Y.
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Affiliation(s)
- Kaiya Yao
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Shuhong Gao
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
| | - Yanjie Wu
- Topfond Pharmaceutical Co., Ltd, Zhumadian, Henan, 463000, China
| | - Zhen Zhao
- Topfond Pharmaceutical Co., Ltd, Zhumadian, Henan, 463000, China
| | - Wen Wang
- Topfond Pharmaceutical Co., Ltd, Zhumadian, Henan, 463000, China
| | - Quangui Mao
- Topfond Pharmaceutical Co., Ltd, Zhumadian, Henan, 463000, China
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Dinesh R, Srinivasan V, T E S, Anandaraj M, Srambikkal H. Endophytic actinobacteria: Diversity, secondary metabolism and mechanisms to unsilence biosynthetic gene clusters. Crit Rev Microbiol 2017; 43:546-566. [PMID: 28358596 DOI: 10.1080/1040841x.2016.1270895] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Endophytic actinobacteria, which reside in the inner tissues of host plants, are gaining serious attention due to their capacity to produce a plethora of secondary metabolites (e.g. antibiotics) possessing a wide variety of biological activity with diverse functions. This review encompasses the recent reports on endophytic actinobacterial species diversity, in planta habitats and mechanisms underlying their mode of entry into plants. Besides, their metabolic potential, novel bioactive compounds they produce and mechanisms to unravel their hidden metabolic repertoire by activation of cryptic or silent biosynthetic gene clusters (BGCs) for eliciting novel secondary metabolite production are discussed. The study also reviews the classical conservative techniques (chemical/biological/physical elicitation, co-culturing) as well as modern microbiology tools (e.g. next generation sequencing) that are being gainfully employed to uncover the vast hidden scaffolds for novel secondary metabolites produced by these endophytes, which would subsequently herald a revolution in drug engineering. The potential role of these endophytes in the agro-environment as promising biological candidates for inhibition of phytopathogens and the way forward to thoroughly exploit this unique microbial community by inducing expression of cryptic BGCs for encoding unseen products with novel therapeutic properties are also discussed.
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Affiliation(s)
- Raghavan Dinesh
- a ICAR-Indian Institute of Spices Research , Kozhikode, Kerala , India
| | | | - Sheeja T E
- a ICAR-Indian Institute of Spices Research , Kozhikode, Kerala , India
| | | | - Hamza Srambikkal
- a ICAR-Indian Institute of Spices Research , Kozhikode, Kerala , India
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46
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Li J, Wang H, Kwon YC, Jewett MC. Establishing a high yieldingstreptomyces-based cell-free protein synthesis system. Biotechnol Bioeng 2017; 114:1343-1353. [DOI: 10.1002/bit.26253] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Revised: 01/06/2017] [Accepted: 01/15/2017] [Indexed: 01/15/2023]
Affiliation(s)
- Jian Li
- Department of Chemical and Biological Engineering; Northwestern University; Evanston Illinois 60208
| | - He Wang
- Department of Chemical and Biological Engineering; Northwestern University; Evanston Illinois 60208
- Masters in Biotechnology Program; Northwestern University; Evanston Illinois
| | - Yong-Chan Kwon
- Department of Chemical and Biological Engineering; Northwestern University; Evanston Illinois 60208
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering; Northwestern University; Evanston Illinois 60208
- Masters in Biotechnology Program; Northwestern University; Evanston Illinois
- Chemistry of Life Processes Institute; Northwestern University; Evanston Illinois
- Member; Robert H. Lurie Comprehensive Cancer Center; Northwestern University; Chicago Illinois
- Simpson Querrey Institute; Northwestern University; Chicago Illinois. Center for Synthetic Biology; Northwestern University; Evanston Illinois
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47
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Bandyopadhyay AA, Khetan A, Malmberg LH, Zhou W, Hu WS. Advancement in bioprocess technology: parallels between microbial natural products and cell culture biologics. J Ind Microbiol Biotechnol 2017; 44:785-797. [PMID: 28185098 DOI: 10.1007/s10295-017-1913-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 01/29/2017] [Indexed: 10/20/2022]
Abstract
The emergence of natural products and industrial microbiology nearly eight decades ago propelled an era of bioprocess innovation. Half a century later, recombinant protein technology spurred the tremendous growth of biologics and added mammalian cells to the forefront of industrial producing cells in terms of the value of products generated. This review highlights the process technology of natural products and protein biologics. Despite the separation in time, there is a remarkable similarity in their progression. As the new generation of therapeutics for gene and cell therapy emerges, its process technology development can take inspiration from that of natural products and biologics.
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Affiliation(s)
- Arpan A Bandyopadhyay
- Department of Chemical Engineering and Materials Science, University of Minnesota, 421 Washington Avenue SE, Minneapolis, MN, 55455-0132, USA
| | - Anurag Khetan
- Biological Process Development, Bristol Myers Squibb, 521 NJ-173, Bloomsbury, NJ, 08804, USA
| | - Li-Hong Malmberg
- AbbVie Bioresearch Center, 100 Research Drive, Worcester, MA, 01605, USA
| | | | - Wei-Shou Hu
- Department of Chemical Engineering and Materials Science, University of Minnesota, 421 Washington Avenue SE, Minneapolis, MN, 55455-0132, USA.
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48
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Molecular beacons to identify gifted microbes for genome mining. J Antibiot (Tokyo) 2017; 70:639-646. [DOI: 10.1038/ja.2017.1] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Revised: 12/12/2016] [Accepted: 12/26/2016] [Indexed: 12/19/2022]
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49
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Gifted microbes for genome mining and natural product discovery. J Ind Microbiol Biotechnol 2016; 44:573-588. [PMID: 27520548 DOI: 10.1007/s10295-016-1815-x] [Citation(s) in RCA: 172] [Impact Index Per Article: 19.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 07/30/2016] [Indexed: 10/21/2022]
Abstract
Actinomycetes are historically important sources for secondary metabolites (SMs) with applications in human medicine, animal health, and plant crop protection. It is now clear that actinomycetes and other microorganisms with large genomes have the capacity to produce many more SMs than was anticipated from standard fermentation studies. Indeed ~90 % of SM gene clusters (SMGCs) predicted from genome sequencing are cryptic under conventional fermentation and analytical analyses. Previous studies have suggested that among the actinomycetes with large genomes, some have the coding capacity to produce many more SMs than others, and that strains with the largest genomes tend to be the most gifted. These contentions have been evaluated more quantitatively by antiSMASH 3.0 analyses of microbial genomes, and the results indicate that many actinomycetes with large genomes are gifted for SM production, encoding 20-50 SMGCs, and devoting 0.8-3.0 Mb of coding capacity to SM production. Several Proteobacteria and Firmacutes with large genomes encode 20-30 SMGCs and devote 0.8-1.3 Mb of DNA to SM production, whereas cultured bacteria and archaea with small genomes devote insignificant coding capacity to SM production. Fully sequenced genomes of uncultured bacteria and archaea have small genomes nearly devoid of SMGCs.
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50
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Complete genome sequence of the Streptomyces sp. strain CdTB01, a bacterium tolerant to cadmium. J Biotechnol 2016; 229:42-3. [PMID: 27165503 DOI: 10.1016/j.jbiotec.2016.04.040] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 04/20/2016] [Indexed: 11/24/2022]
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