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1.
Environ Microbiol ; 21(11): 4270-4282, 2019 11.
Article in English | MEDLINE | ID: mdl-31435987

ABSTRACT

Acyltransferase (AT)-less type I polyketide synthases (PKSs) produce complex natural products due to the presence of many unique tailoring enzymes. The 3-hydroxy-3-methylglutaryl coenzyme A synthases (HCSs) are responsible for ß-alkylation of the growing polyketide intermediates in AT-less type I PKSs. In this study, we discovered a large group of HCSs, closely associated with the characterized and orphan AT-less type I PKSs through in silico genome mining, sequence and genome neighbourhood network analyses. Using HCS-based probes, the survey of 1207 in-house strains and 18 soil samples from different geographic locations revealed the vast diversity of HCS-containing AT-less type I PKSs. The presence of HCSs in many AT-less type I PKSs suggests their co-evolutionary relationship. This study provides a new probe to study the abundance and diversity of AT-less type I PKSs in the environment and microbial strain collections. Our study should inspire future efforts to discover new polyketide natural products from AT-less type I PKSs.


Subject(s)
Hydroxymethylglutaryl-CoA Synthase/analysis , Polyketide Synthases/analysis , Soil/chemistry , Bacteria/genetics , Biological Products/analysis , Genome, Bacterial , Soil Microbiology
2.
Biotechnol Lett ; 40(11-12): 1519-1530, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30120645

ABSTRACT

OBJECTIVE: The objective of this work was to isolate bacteria from Red Sea invertebrates, determine their antimicrobial activity, and screen for the biosynthetic gene clusters [polyketides (PKs) and nonribosomal peptides (NRPs)] which could be involved in the production of bioactive secondary metabolites. RESULT: Eleven different samples of marine invertebrates' were collected from Egypt's Red Sea (El-Tor-Sharm El-Sheikh and Hurghada) by scuba diving, and a total 80 isolates of the associated microorganisms were obtained from the cultivation on six different cultural medium. Seven isolates of them showed an antimicrobial activity against five pathogenic reference strains, while the most active antimicrobial agent was isolate number HFF-8 which was 99% identical to Bacillus amyloliquefaciens. HFF-8's extract showed positive results against Gram negative bacteria, Gram positive bacteria and yeast. Moreover, the isolates gave positive bands when screened for the presence of PK synthase (PKS) I and II and NRP synthetase (NRPS) I and II biosynthetic genes, those biosynthetic fragments when cloned and sequenced were primitively predicted as biosynthetic fragments for kirromycin and leinamycin production by NaPDoS program with 56 and 55%, respectively. CONCLUSION: The Red Sea can provide a sustainable solution to combat bacterial resistance. The contribution of this work is that B. amyloliquefaciens was isolated from Heteroxenia fuscescens, Red Sea, Egypt. Moreover, the bacterial extract showed a broad spectrum with a potent antimicrobial activity.


Subject(s)
Anthozoa/microbiology , Anti-Bacterial Agents , Bacillus , Biological Products , Porifera/microbiology , Animals , Anti-Bacterial Agents/analysis , Anti-Bacterial Agents/metabolism , Anti-Bacterial Agents/pharmacology , Bacillus/chemistry , Bacillus/enzymology , Bacillus/genetics , Bacillus/metabolism , Bacteria/drug effects , Bacterial Proteins/analysis , Bacterial Proteins/metabolism , Biological Products/analysis , Biological Products/metabolism , Biological Products/pharmacology , Egypt , Indian Ocean , Polyketide Synthases/analysis , Polyketide Synthases/metabolism
3.
Methods Mol Biol ; 1401: 135-47, 2016.
Article in English | MEDLINE | ID: mdl-26831706

ABSTRACT

Liquid chromatography-mass spectrometry (LC-MS)-based proteomics is a powerful technique for the profiling of protein expression in cells in a high-throughput fashion. Herein we report a protocol using LC-MS/MS-based proteomics for the screening of enzymes involved in natural product biosynthesis, such as nonribosomal peptide synthetases (NRPSs) and polyketide synthases (PKSs) from bacterial strains. Taking advantage of the large size of modular NRPSs and PKSs (often >200 kDa), size-based separation (SDS-PAGE) is employed prior to LC-MS/MS analysis. Based upon the protein identifications obtained through software search, we can accurately pinpoint the expressed NRPS and/or PKS gene clusters from a given strain and growth condition. The proteomics screening result can be used to guide the discovery of potentially new nonribosomal peptide and polyketide natural products.


Subject(s)
Actinobacteria/enzymology , Peptide Synthases/analysis , Polyketide Synthases/analysis , Proteomics/methods , Tandem Mass Spectrometry/methods , Actinobacteria/chemistry , Actinobacteria/growth & development , Chromatography, Liquid , Electrophoresis, Polyacrylamide Gel/methods
5.
Chembiochem ; 13(16): 2363-73, 2012 Nov 05.
Article in English | MEDLINE | ID: mdl-23023987

ABSTRACT

Fungal hybrid enzymes consisting of a polyketide synthase (PKS) and a nonribosomal peptide synthetase (NRPS) module are involved in the biosynthesis of a vast array of ecologically and medicinally relevant natural products. Whereas a dozen gene clusters could be assigned to the requisite PKS-NRPS pathways, the programming of the multifunctional enzymes is still enigmatic. Through engineering and heterologously expressing a chimera of PKS (lovastatin synthase, LovB) and NRPS (cytochalasin synthase, CheA) in Aspergillus terreus, we noted the potential incompatibility of a fungal highly reducing PKS (hrPKS) with the NRPS component of fungal PKS-NRPS hybrids. To rationalize the unexpected outcome of the gene fusion experiments, we conducted extensive bioinformatic analyses of fungal PKS-NRPS hybrids and LovB-type PKS. From motif studies and the function of the engineered chimeras, a noncanonical function of C-terminal condensation (C) domains in truncated PKS-NRPS homologues was inferred. More importantly, sequence alignments and phylogenetic trees revealed an evolutionary imprint of the PKS-NRPS domains, which reflect the evolutionary history of the entire megasynthase. Furthermore, a detailed investigation of C and adenylation (A) domains provides support for a scenario in which not only the A domain but also the C domain participates in amino acid selection. These findings shed new light on the complex code of this emerging class of multifunctional enzymes and will greatly facilitate future combinatorial biosynthesis and pathway engineering approaches towards natural product analogues.


Subject(s)
Aspergillus/enzymology , Biological Evolution , Peptide Synthases/metabolism , Polyketide Synthases/metabolism , Amino Acids/chemistry , Aspergillus/genetics , Aspergillus/metabolism , Biocatalysis , Computational Biology , Indole Alkaloids/chemistry , Lovastatin/chemistry , Models, Molecular , Molecular Conformation , Peptide Synthases/analysis , Peptide Synthases/genetics , Phylogeny , Polyketide Synthases/analysis , Polyketide Synthases/genetics , Polyketides/chemistry , Sequence Alignment
6.
PLoS One ; 3(10): e3515, 2008.
Article in English | MEDLINE | ID: mdl-18953415

ABSTRACT

BACKGROUND: Polyketides are a diverse group of biotechnologically important secondary metabolites that are produced by multi domain enzymes called polyketide synthases (PKS). METHODOLOGY/PRINCIPAL FINDINGS: We have estimated frequencies of type I PKS (PKS I) - a PKS subgroup - in natural environments by using Hidden-Markov-Models of eight domains to screen predicted proteins from six metagenomic shotgun data sets. As the complex PKS I have similarities to other multi-domain enzymes (like those for the fatty acid biosynthesis) we increased the reliability and resolution of the dataset by maximum-likelihood trees. The combined information of these trees was then used to discriminate true PKS I domains from evolutionary related but functionally different ones. We were able to identify numerous novel PKS I proteins, the highest density of which was found in Minnesota farm soil with 136 proteins out of 183,536 predicted genes. We also applied the protocol to UniRef database to improve the annotation of proteins with so far unknown function and identified some new instances of horizontal gene transfer. CONCLUSIONS/SIGNIFICANCE: The screening approach proved powerful in identifying PKS I sequences in large sequence data sets and is applicable to many other protein families.


Subject(s)
Biolistics/methods , Computational Biology , Databases, Genetic , Polyketide Synthases/genetics , Animals , Decision Trees , Gene Transfer, Horizontal , Genomics/methods , Humans , Likelihood Functions , Markov Chains , Metabolomics/methods , Phylogeny , Polyketide Synthases/analysis , Sequence Analysis, DNA
7.
Biotechniques ; 43(1): 31, 33, 35 passim, 2007 Jul.
Article in English | MEDLINE | ID: mdl-17695643

ABSTRACT

Phage display has been used as a high-throughput platform for identifying proteins or peptides with desired binding or catalytic activities from a complex proteome. Recently, phage display has been applied to profile the catalytic activities of posttranslational modification (PTM) enzymes. Here, we highlight recent work elucidating the downstream targets of PTM enzymes by phage display, including the genome-wide profiling of biosynthetic enzymes subject to phosphopantetheinyl transferase (PPTase) modification.


Subject(s)
Enzymes/analysis , Peptide Library , Protein Processing, Post-Translational , Acyl Carrier Protein/analysis , Bacterial Proteins/metabolism , Cloning, Molecular , Pantetheine/analogs & derivatives , Pantetheine/chemistry , Peptide Synthases/analysis , Polyketide Synthases/analysis , Transferases (Other Substituted Phosphate Groups)/metabolism
8.
J Mass Spectrom ; 42(9): 1136-47, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17565713

ABSTRACT

A method employing silicone oil density centrifugation, solid-phase extraction (SPE) cleanup, and LC-ESI-MS/MS analysis was developed for the rapid, selective, sensitive, and quantitative detection of an intracellular pool of short organic acid-CoA esters in actinomycetes. The detection limit was determined to be approximately 0.8 pmol (1.2 ng/ml) for each standard CoA-ester analyzed by the present LC-ESI-MS/MS method. A selected ion chromatogram for a typical fragment ion (m/z 428) specific to CoA-esters enabled the detection of eight intracellular CoA-esters involved in both primary and secondary metabolisms. The application of this method to bacterial metabolomic study is demonstrated by the profiling of the intracellular CoA-ester pools in the wild-type Streptomyces venezuelae strain producing polyketide antibiotics (methymycin and pikromycin), a polyketide synthase (PKS)-deleted S. venezuelae mutant, and a S. venezuelae mutant expressing the heterologous PKS genes. By quantifying the individual CoA-esterlevel in three different genotypes of the S. venezuela e strain, further insight could be gained into the role of CoA-estersin polyketide biosynthesis. This analytical approach can be extended to the quantification of the size and composition of in vivo CoA-ester pools in various microbes, and can provide a detailed understanding of the relationship between the in vivo CoA-ester pool and the production of pharmaceutically important polyketides.


Subject(s)
Actinobacteria/metabolism , Coenzyme A/analysis , Esters/analysis , Acyl Coenzyme A/analysis , Bacterial Proteins , Chromatography, Liquid , Polyketide Synthases/analysis , Spectrometry, Mass, Electrospray Ionization , Streptomyces/metabolism
9.
J Ind Microbiol Biotechnol ; 34(1): 9-15, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17033784

ABSTRACT

Precursor-directed biosynthesis has been shown to be a powerful tool for the production of polyketide analogues that would be difficult or cost prohibitive to produce from medicinal chemistry efforts alone. It has been most extensively demonstrated using a KS1 null mutation (KS1(0)) to block the first round of condensation in the biosynthesis of the erythromycin polyketide synthase (DEBS) for the production of analogues of its aglycone, 6-deoxyerythronolide B (6-dEB). Here we show that removing the DEBS loading domain and first module (mod1Delta), rather than using the KS1(0) system, can lead to an increase in the utilization of some chemical precursors and production of 6-dEB analogues (R-6dEB) in both Streptomyces coelicolor and Saccharopolyspora erythraea. While the difference in utilization of the precursor was diketide specific, in strains fed (2R*, 3S*)-5-fluoro-3-hydroxy-2-methylpentanoate N-propionylcysteamine thioester, twofold increases in both utilization of the diketide and 15-fluoro-6dEB (15F-6dEB) production were observed in S. coelicolor, and S. erythraea exhibited a tenfold increase in production of 15-fluoro-erythromycin when utilizing the mod1Delta rather than the KS1(0) system.


Subject(s)
Erythromycin/analogs & derivatives , Macrolides/metabolism , Polyketide Synthases/metabolism , Protein Engineering , Streptomyces coelicolor/metabolism , Streptomyces/metabolism , Catalytic Domain/genetics , Erythromycin/biosynthesis , Polyketide Synthases/analysis , Polyketide Synthases/genetics , Sequence Deletion , Streptomyces/enzymology , Streptomyces coelicolor/enzymology
10.
J Proteome Res ; 5(10): 2760-8, 2006 Oct.
Article in English | MEDLINE | ID: mdl-17022647

ABSTRACT

Myxobacteria are potent producers of secondary metabolites exhibiting diverse biological activities and pharmacological potential. The proteome of Myxococcus xanthus DK1622 was characterized by two-dimensional chromatographic separation of tryptic peptides from a lysate followed by tandem mass spectrometric identification. The high degree of orthogonality of the separation system employing polymer-based strong cation-exchange and monolithic reversed-phase stationary phases was clearly demonstrated. Upon automated database searching, 1312 unique peptides were identified, which were associated with 631 unique proteins. High-molecular polyketide synthetases and nonribosomal peptide synthetases, known to be involved in the biosynthesis of various secondary metabolites, were readily detected. Besides the identification of gene products associated with the production of known secondary metabolites, proteins could also be identified for six gene clusters, for which no biosynthetic product has been known so far.


Subject(s)
Bacterial Proteins/analysis , Chromatography, Ion Exchange/methods , Mass Spectrometry/methods , Myxococcus xanthus/metabolism , Proteome/analysis , Amino Acid Sequence , Bacterial Proteins/genetics , Genes, Bacterial , Molecular Sequence Data , Peptide Fragments/analysis , Peptide Synthases/analysis , Polyketide Synthases/analysis , Polystyrenes/chemistry , RNA, Messenger/analysis
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