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1.
Microb Cell Fact ; 23(1): 149, 2024 May 24.
Article in English | MEDLINE | ID: mdl-38790014

ABSTRACT

BACKGROUND: Streptomyces is renowned for its robust biosynthetic capacity in producing medically relevant natural products. However, the majority of natural products biosynthetic gene clusters (BGCs) either yield low amounts of natural products or remain cryptic under standard laboratory conditions. Various heterologous production hosts have been engineered to address these challenges, and yet the successful activation of BGCs has still been limited. In our search for a valuable addition to the heterologous host panel, we identified the strain Streptomyces sp. A4420, which exhibited rapid initial growth and a high metabolic capacity, prompting further exploration of its potential. RESULTS: We engineered a polyketide-focused chassis strain based on Streptomyces sp. A4420 (CH strain) by deleting 9 native polyketide BGCs. The resulting metabolically simplified organism exhibited consistent sporulation and growth, surpassing the performance of most existing Streptomyces based chassis strains in standard liquid growth media. Four distinct polyketide BGCs were chosen and expressed in various heterologous hosts, including the Streptomyces sp. A4420 wild-type and CH strains, alongside Streptomyces coelicolor M1152, Streptomyces lividans TK24, Streptomyces albus J1074, and Streptomyces venezuelae NRRL B-65442. Remarkably, only the Streptomyces sp. A4420 CH strain demonstrated the capability to produce all metabolites under every condition outperforming its parental strain and other tested organisms. To enhance visualization and comparison of the tested strains, we developed a matrix-like analysis involving 15 parameters. This comprehensive analysis unequivocally illustrated the significant potential of the new strain to become a popular heterologous host. CONCLUSION: Our engineered Streptomyces sp. A4420 CH strain exhibits promising attributes for the heterologous expression of natural products with a focus on polyketides, offering an alternative choice in the arsenal of heterologous production strains. As genomics and cloning strategies progress, establishment of a diverse panel of heterologous production hosts will be crucial for expediting the discovery and production of medically relevant natural products derived from Streptomyces.


Subject(s)
Biological Products , Metabolic Engineering , Multigene Family , Polyketides , Streptomyces , Streptomyces/genetics , Streptomyces/metabolism , Biological Products/metabolism , Polyketides/metabolism , Streptomyces coelicolor/genetics , Streptomyces coelicolor/metabolism , Streptomyces lividans/genetics , Streptomyces lividans/metabolism , Biosynthetic Pathways/genetics
2.
Biomolecules ; 14(4)2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38672502

ABSTRACT

In recent years, CRISPR-Cas toolboxes for Streptomyces editing have rapidly accelerated natural product discovery and engineering. However, Cas efficiencies are oftentimes strain-dependent, and the commonly used Streptococcus pyogenes Cas9 (SpCas9) is notorious for having high levels of off-target toxicity effects. Thus, a variety of Cas proteins is required for greater flexibility of genetic manipulation within a wider range of Streptomyces strains. This study explored the first use of Acidaminococcus sp. Cas12j, a hypercompact Cas12 subfamily, for genome editing in Streptomyces and its potential in activating silent biosynthetic gene clusters (BGCs) to enhance natural product synthesis. While the editing efficiencies of Cas12j were not as high as previously reported efficiencies of Cas12a and Cas9, Cas12j exhibited higher transformation efficiencies compared to SpCas9. Furthermore, Cas12j demonstrated significantly improved editing efficiencies compared to Cas12a in activating BGCs in Streptomyces sp. A34053, a strain wherein both SpCas9 and Cas12a faced limitations in accessing the genome. Overall, this study expanded the repertoire of Cas proteins for genome editing in actinomycetes and highlighted not only the potential of recently characterized Cas12j in Streptomyces but also the importance of having an extensive genetic toolbox for improving the editing success of these beneficial microbes.


Subject(s)
CRISPR-Cas Systems , Gene Editing , Streptomyces , Streptomyces/genetics , Streptomyces/metabolism , Gene Editing/methods , Acidaminococcus/genetics , CRISPR-Associated Protein 9/genetics , CRISPR-Associated Protein 9/metabolism , Multigene Family , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , CRISPR-Associated Proteins/genetics , CRISPR-Associated Proteins/metabolism , Genome, Bacterial
3.
Commun Biol ; 7(1): 50, 2024 01 06.
Article in English | MEDLINE | ID: mdl-38184720

ABSTRACT

Natural products possess significant therapeutic potential but remain underutilized despite advances in genomics and bioinformatics. While there are approaches to activate and upregulate natural product biosynthesis in both native and heterologous microbial strains, a comprehensive strategy to elicit production of natural products as well as a generalizable and efficient method to interrogate diverse native strains collection, remains lacking. Here, we explore a flexible and robust integrase-mediated multi-pronged activation approach to reliably perturb and globally trigger antibiotics production in actinobacteria. Across 54 actinobacterial strains, our approach yielded 124 distinct activator-strain combinations which consistently outperform wild type. Our approach expands accessible metabolite space by nearly two-fold and increases selected metabolite yields by up to >200-fold, enabling discovery of Gram-negative bioactivity in tetramic acid analogs. We envision these findings as a gateway towards a more streamlined, accelerated, and scalable strategy to unlock the full potential of Nature's chemical repertoire.


Subject(s)
Actinobacteria , Biological Products , Actinomyces , Anti-Bacterial Agents/pharmacology , Biological Products/pharmacology , Computational Biology
4.
Commun Chem ; 7(1): 7, 2024 Jan 05.
Article in English | MEDLINE | ID: mdl-38182798

ABSTRACT

Halogenation of pyrrole requires strong electrophilic reagents and often leads to undesired polyhalogenated products. Biocatalytic halogenation is a highly attractive approach given its chemoselectivity and benign reaction conditions. While there are several reports of enzymatic phenol and indole halogenation in organic synthesis, corresponding reports on enzymatic pyrrole halogenation have been lacking. Here we describe the in vitro functional and structural characterization of PrnC, a flavin-dependent halogenase that can act on free-standing pyrroles. Computational modeling and site mutagenesis studies identified three key residues in the catalytic pocket. A moderate resolution map using single-particle cryogenic electron microscopy reveals PrnC to be a dimer. This native PrnC can halogenate a library of structurally diverse pyrrolic heterocycles in a site-selective manner and be applied in the chemoenzymatic synthesis of a chlorinated analog of the agrochemical fungicide Fludioxonil.

5.
Appl Environ Microbiol ; 89(11): e0063223, 2023 11 29.
Article in English | MEDLINE | ID: mdl-37943056

ABSTRACT

IMPORTANCE: Mismanagement of PET plastic waste significantly threatens human and environmental health. Together with the relentless increase in plastic production, plastic pollution is an issue of rising concern. In response to this challenge, scientists are investigating eco-friendly approaches, such as bioprocessing and microbial factories, to sustainably manage the growing quantity of plastic waste in our ecosystem. Industrial applicability of enzymes capable of degrading PET is limited by numerous factors, including their scarcity in nature. The objective of this study is to enhance our understanding of this group of enzymes by identifying and characterizing novel enzymes that can facilitate the breakdown of PET waste. This data will expand the enzymatic repertoire and provide valuable insights into the prerequisites for successful PET degradation.


Subject(s)
Micromonospora , Humans , Micromonospora/metabolism , Ecosystem , Plastics/metabolism , Polyethylene Terephthalates/metabolism
6.
Org Biomol Chem ; 21(45): 8975-8978, 2023 11 22.
Article in English | MEDLINE | ID: mdl-37933470

ABSTRACT

Laccase from Trametes versicolor was found to oxidize non-phenolic arenes and enable the trifluoromethylation of arenes in the presence of in situ generated CF3 radicals at a catalyst loading as low as 0.0034%. The biocatalytic trifluoromethylation proceeded under mild conditions and could increase the yield by up to 12 fold, compared to the control.


Subject(s)
Laccase , Trametes , Laccase/metabolism , Trametes/metabolism , Catalysis , Biocatalysis
7.
Int J Mol Sci ; 24(16)2023 Aug 11.
Article in English | MEDLINE | ID: mdl-37628886

ABSTRACT

The rare sugar D-allulose is a potential replacement for sucrose with a wide range of health benefits. Conventional production involves the employment of the Izumoring strategy, which utilises D-allulose 3-epimerase (DAEase) or D-psicose 3-epimerase (DPEase) to convert D-fructose into D-allulose. Additionally, the process can also utilise D-tagatose 3-epimerase (DTEase). However, the process is not efficient due to the poor thermotolerance of the enzymes and low conversion rates between the sugars. This review describes three newly identified DAEases that possess desirable properties for the industrial-scale manufacturing of D-allulose. Other methods used to enhance process efficiency include the engineering of DAEases for improved thermotolerance or acid resistance, the utilization of Bacillus subtilis for the biosynthesis of D-allulose, and the immobilization of DAEases to enhance its activity, half-life, and stability. All these research advancements improve the yield of D-allulose, hence closing the gap between the small-scale production and industrial-scale manufacturing of D-allulose.


Subject(s)
Protein Engineering , Racemases and Epimerases/chemistry , Racemases and Epimerases/metabolism , Protein Engineering/methods , Gene Expression , Models, Molecular , Protein Structure, Tertiary , Enzymes, Immobilized/chemistry , Enzymes, Immobilized/metabolism
8.
Biomolecules ; 13(7)2023 07 06.
Article in English | MEDLINE | ID: mdl-37509117

ABSTRACT

RadH is one of the flavin-dependent halogenases that has previously exhibited promising catalytic activity towards hydroxycoumarin, hydroxyisoquinoline, and phenolic derivatives. Here, we evaluated new functional homologs of RadH and expanded its specificities for the halogenation of non-tryptophan-derived, heterocyclic scaffolds. Our investigation revealed that RadH could effectively halogenate hydroxyquinoline and hydroxybenzothiophene. Assay optimization studies revealed the need to balance the various co-factor concentrations and where a GDHi co-factor recycling system most significantly improves the conversion and efficiency of the reaction. A crystal structure of RadH was also obtained with a resolution of 2.4 Å, and docking studies were conducted to pinpoint the binding and catalytic sites for substrates.


Subject(s)
Halogenation , Oxidoreductases , Oxidoreductases/metabolism , Catalytic Domain , Flavins/chemistry , Flavins/metabolism
9.
Food Chem ; 426: 136580, 2023 Nov 15.
Article in English | MEDLINE | ID: mdl-37331142

ABSTRACT

With growing concerns over the health impact of sugar, brazzein offers a viable alternative due to its sweetness, thermostability, and low risk profile. Here, we demonstrated the ability of protein language models to design new brazzein homologs with improved thermostability and potentially higher sweetness, resulting in new diverse optimized amino acid sequences that improve structural and functional features beyond what conventional methods could achieve. This innovative approach resulted in the identification of unexpected mutations, thereby generating new possibilities for protein engineering. To facilitate the characterization of the brazzein mutants, a simplified procedure was developed for expressing and analyzing related proteins. This process involved an efficient purification method using Lactococcus lactis (L. lactis), a generally recognized as safe (GRAS) bacterium, as well as taste receptor assays to evaluate sweetness. The study successfully demonstrated the potential of computational design in producing a more heat-resistant and potentially more palatable brazzein variant, V23.


Subject(s)
Plant Proteins , Sweetening Agents , Plant Proteins/metabolism , Sweetening Agents/chemistry , Taste , Amino Acid Sequence , Protein Engineering
10.
Microb Cell Fact ; 22(1): 84, 2023 Apr 28.
Article in English | MEDLINE | ID: mdl-37118806

ABSTRACT

BACKGROUND: Nature has provided unique molecular scaffolds for applications including therapeutics, agriculture, and food. Due to differences in ecological environments and laboratory conditions, engineering is often necessary to uncover and utilize the chemical diversity. Although we can efficiently activate and mine these often complex 3D molecules, sufficient production of target molecules for further engineering and application remain a considerable bottleneck. An example of these bioactive scaffolds is armeniaspirols, which are potent polyketide antibiotics against gram-positive pathogens and multi-resistance gram-negative Helicobacter pylori. Here, we examine the upregulation of armeniaspirols in an alternative Streptomyces producer, Streptomyces sp. A793. RESULTS: Through an incidental observation of enhanced yields with the removal of a competing polyketide cluster, we observed seven-fold improvement in armeniaspirol production. To further investigate the improvement of armeniaspirol production, we examine upregulation of armeniaspirols through engineering of biosynthetic pathways and primary metabolism; including perturbation of genes in biosynthetic gene clusters and regulation of triacylglycerols pool. CONCLUSION: With either overexpression of extender unit pathway or late-stage N-methylation, or the deletion of a competing polyketide cluster, we can achieve seven-fold to forty nine-fold upregulation of armeniaspirol production. The most significant upregulation was achieved by expression of heterologous fatty acyl-CoA synthase, where we observed not only a ninety seven-fold increase in production yields compared to wild type, but also an increase in the diversity of observed armeniaspirol intermediates and analogs.


Subject(s)
Polyketides , Streptomyces , Streptomyces/genetics , Streptomyces/metabolism , Polyketides/metabolism , Anti-Bacterial Agents , Biosynthetic Pathways , Multigene Family
11.
Synth Syst Biotechnol ; 8(2): 253-261, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37007277

ABSTRACT

With the advent of rapid automated in silico identification of biosynthetic gene clusters (BGCs), genomics presents vast opportunities to accelerate natural product (NP) discovery. However, prolific NP producers, Streptomyces, are exceptionally GC-rich (>80%) and highly repetitive within BGCs. These pose challenges in sequencing and high-quality genome assembly which are currently circumvented via intensive sequencing. Here, we outline a more cost-effective workflow using multiplex Illumina and Oxford Nanopore sequencing with hybrid long-short read assembly algorithms to generate high quality genomes. Our protocol involves subjecting long read-derived assemblies to up to 4 rounds of polishing with short reads to yield accurate BGC predictions. We successfully sequenced and assembled 8 GC-rich Streptomyces genomes whose lengths range from 7.1 to 12.1 Mb with a median N50 of 8.2 Mb. Taxonomic analysis revealed previous misrepresentation among these strains and allowed us to propose a potentially new species, Streptomyces sydneybrenneri. Further comprehensive characterization of their biosynthetic, pan-genomic and antibiotic resistance features especially for molecules derived from type I polyketide synthase (PKS) BGCs reflected their potential as alternative NP hosts. Thus, the genome assemblies and insights presented here are envisioned to serve as gateway for the scientific community to expand their avenues in NP discovery.

12.
Curr Opin Neurobiol ; 79: 102700, 2023 04.
Article in English | MEDLINE | ID: mdl-36848726

ABSTRACT

Microglia, the resident brain immune cells, have garnered a reputation as major effectors of circuit wiring due to their ability to prune synapses. Other roles of microglia in regulating neuronal circuit development have so far received comparatively less attention. Here, we review the latest studies that have contributed to our increased understanding of how microglia regulate brain wiring beyond their role in synapse pruning. We summarize recent findings showing that microglia regulate neuronal numbers and influence neuronal connectivity through a bidirectional communication between microglia and neurons, processes regulated by neuronal activity and the remodeling of the extracellular matrix. Finally, we speculate on the potential contribution of microglia to the development of functional networks and propose an integrative view of microglia as active elements of neural circuits.


Subject(s)
Microglia , Neurons , Neurons/physiology , Brain/physiology , Synapses/physiology , Neurogenesis/physiology , Neuronal Plasticity/physiology
13.
Cell Rep ; 40(1): 111037, 2022 07 05.
Article in English | MEDLINE | ID: mdl-35793629

ABSTRACT

One key factor underlying the functional balance of cortical networks is the ratio of excitatory and inhibitory neurons. The mechanisms controlling the ultimate number of interneurons are beginning to be elucidated, but to what extent similar principles govern the survival of the large diversity of cortical inhibitory cells remains to be investigated. Here, we investigate the mechanisms regulating developmental cell death in neurogliaform cells, bipolar cells, and basket cells, the three main populations of interneurons originating from the caudal ganglionic eminence and the preoptic region. We found that all three subclasses of interneurons undergo activity-dependent programmed cell death. However, while neurogliaform cells and basket cells require glutamatergic transmission to survive, the final number of bipolar cells is instead modulated by serotonergic signaling. Together, our results demonstrate that input-specific modulation of neuronal activity controls the survival of cortical interneurons during the critical period of programmed cell death.


Subject(s)
Cerebral Cortex , Interneurons , Apoptosis , Cell Survival , Neurons
14.
J Am Chem Soc ; 144(26): 11580-11593, 2022 07 06.
Article in English | MEDLINE | ID: mdl-35729768

ABSTRACT

Peptide-derived cyclophanes inhabit a unique niche in the chemical space of macrocyclic peptides with several examples of pharmaceutical importance. Although both synthetic and biocatalytic methods are available for constructing these macrocycles, versatile (bio)catalysts able to incorporate a variety of amino acids that compose the macrocycle would be useful for the creation of diverse peptide cyclophanes. In this report, we synergized the use of bioinformatic tools to map the biosynthetic landscape of radical SAM enzymes (3-CyFEs) that catalyze three-residue cyclophane formation in the biosynthesis of a new family of RiPP natural products, the triceptides. This analysis revealed 3940 (3113 unique) putative precursor sequences predicted to be modified by 3-CyFEs. Several uncharacterized maturase systems were identified that encode unique precursor types. Functional studies were carried out in vivo in Escherichia coli to identify modified precursors containing His and Tyr residues. NMR analysis of the products revealed that Tyr and His can also be incorporated into cyclophane macrocycles by 3-CyFEs. Collectively, all aromatic amino acids can be incorporated by 3-CyFEs, and the cyclophane formation strictly occurs via a C(sp2)-C(sp3) cross-link between the (hetero)aromatic ring to Cß. In addition to 3-CyFEs, we functionally validated an Fe(II)/α-ketoglutarate-dependent hydroxylase, resulting in ß-hydroxylated residues within the cyclophane rings. This study reveals the potential breadth of triceptide precursors and a systematic approach for studying these enzymes to broaden the diversity of peptide macrocycles.


Subject(s)
Computational Biology , Peptides , Catalysis , Computational Biology/methods , Escherichia coli/metabolism , Peptides/chemistry
15.
Methods Mol Biol ; 2479: 207-225, 2022.
Article in English | MEDLINE | ID: mdl-35583741

ABSTRACT

Streptomyces are an important source and reservoir of natural products with diverse applications in medicine, agriculture, and food. Engineered Streptomyces strains have also proven to be functional chassis for the discovery and production of bioactive compounds and enzymes. However, genetic engineering of Streptomyces is often laborious and time-consuming. Here we describe protocols for CRISPR/Cas-mediated genome editing of Streptomyces. Starting from the design and assembly of all-in-one CRISPR/Cas constructs for efficient double-strand break-mediated genome editing, we also present protocols for intergeneric conjugation, CRISPR/Cas plasmid curing, and validation of edited strains.


Subject(s)
Gene Editing , Streptomyces , CRISPR-Cas Systems/genetics , Gene Editing/methods , Genetic Engineering , Plasmids/genetics , Streptomyces/genetics
17.
Int J Mol Sci ; 22(12)2021 Jun 19.
Article in English | MEDLINE | ID: mdl-34205237

ABSTRACT

A substantial proportion of neurons undergoes programmed cell death (apoptosis) during early development. This process is attenuated by increased levels of neuronal activity and enhanced by suppression of activity. To uncover whether the mere level of activity or also the temporal structure of electrical activity affects neuronal death rates, we optogenetically controlled spontaneous activity of synaptically-isolated neurons in developing cortical cultures. Our results demonstrate that action potential firing of primary cortical neurons promotes neuronal survival throughout development. Chronic patterned optogenetic stimulation allowed to effectively modulate the firing pattern of single neurons in the absence of synaptic inputs while maintaining stable overall activity levels. Replacing the burst firing pattern with a non-physiological, single pulse pattern significantly increased cell death rates as compared to physiological burst stimulation. Furthermore, physiological burst stimulation led to an elevated peak in intracellular calcium and an increase in the expression level of classical activity-dependent targets but also decreased Bax/BCL-2 expression ratio and reduced caspase 3/7 activity. In summary, these results demonstrate at the single-cell level that the temporal pattern of action potentials is critical for neuronal survival versus cell death fate during cortical development, besides the pro-survival effect of action potential firing per se.


Subject(s)
Neocortex/cytology , Neurons/physiology , Optogenetics , Action Potentials , Animals , Cells, Cultured , Luminescent Proteins , Mice , Patch-Clamp Techniques , Red Fluorescent Protein
18.
Microb Cell Fact ; 19(1): 71, 2020 Mar 19.
Article in English | MEDLINE | ID: mdl-32192516

ABSTRACT

Notonesomycin A is a 32-membered bioactive glycosylated macrolactone known to be produced by Streptomyces aminophilus subsp. notonesogenes 647-AV1 and S. aminophilus DSM 40186. In a high throughput antifungal screening campaign, we identified an alternative notonesomycin A producing strain, Streptomyces sp. A793, and its biosynthetic gene cluster. From this strain, we further characterized a new more potent antifungal non-sulfated analogue, named notonesomycin B. Through CRISPR-Cas9 engineering of the biosynthetic gene cluster, we were able to increase the production yield of notonesomycin B by up to 18-fold as well as generate a strain that exclusively produces this analogue.


Subject(s)
Antifungal Agents/isolation & purification , Macrolides/isolation & purification , Streptomyces/genetics , Antifungal Agents/metabolism , Cloning, Molecular , Macrolides/metabolism , Multigene Family , Streptomyces/metabolism
19.
Microb Cell Fact ; 19(1): 3, 2020 Jan 06.
Article in English | MEDLINE | ID: mdl-31906943

ABSTRACT

Using an established CRISPR-Cas mediated genome editing technique for streptomycetes, we explored the combinatorial biosynthesis potential of the auroramycin biosynthetic gene cluster in Streptomyces roseosporous. Auroramycin is a potent anti-MRSA polyene macrolactam. In addition, auroramycin has antifungal activities, which is unique among structurally similar polyene macrolactams, such as incednine and silvalactam. In this work, we employed different engineering strategies to target glycosylation and acylation biosynthetic machineries within its recently elucidated biosynthetic pathway. Auroramycin analogs with variations in C-, N- methylation, hydroxylation and extender units incorporation were produced and characterized. By comparing the bioactivity profiles of five of these analogs, we determined that unique disaccharide motif of auroramycin is essential for its antimicrobial bioactivity. We further demonstrated that C-methylation of the 3, 5-epi-lemonose unit, which is unique among structurally similar polyene macrolactams, is key to its antifungal activity.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Antifungal Agents/chemistry , Biosynthetic Pathways/genetics , Metabolic Engineering/methods , Streptomyces/genetics , Anti-Bacterial Agents/chemistry , Anti-Bacterial Agents/pharmacology , Antifungal Agents/pharmacology , CRISPR-Cas Systems , Gene Editing/methods , Methicillin-Resistant Staphylococcus aureus/drug effects , Microbial Sensitivity Tests , Polyenes/chemistry , Streptomyces/metabolism
20.
Elife ; 82019 11 18.
Article in English | MEDLINE | ID: mdl-31736464

ABSTRACT

The cerebral cortex contains multiple areas with distinctive cytoarchitectonic patterns, but the cellular mechanisms underlying the emergence of this diversity remain unclear. Here, we have investigated the neuronal output of individual progenitor cells in the developing mouse neocortex using a combination of methods that together circumvent the biases and limitations of individual approaches. Our experimental results indicate that progenitor cells generate pyramidal cell lineages with a wide range of sizes and laminar configurations. Mathematical modeling indicates that these outcomes are compatible with a stochastic model of cortical neurogenesis in which progenitor cells undergo a series of probabilistic decisions that lead to the specification of very heterogeneous progenies. Our findings support a mechanism for cortical neurogenesis whose flexibility would make it capable to generate the diverse cytoarchitectures that characterize distinct neocortical areas.


Subject(s)
Cell Differentiation , Neocortex/embryology , Neurogenesis , Pyramidal Cells/cytology , Pyramidal Cells/physiology , Stem Cells/physiology , Animals , Mice , Models, Theoretical
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