scholarly journals Inter-Modular Linkers play a crucial role in governing the biosynthesis of non-ribosomal peptides

2019 ◽  
Vol 35 (19) ◽  
pp. 3584-3591 ◽  
Author(s):  
Sherif Farag ◽  
Rachel M Bleich ◽  
Elizabeth A Shank ◽  
Olexandr Isayev ◽  
Albert A Bowers ◽  
...  
Keyword(s):  
Gene Clusters ◽  
Clinical Applications ◽  
Combinatorial Biosynthesis ◽  
Supplementary Information ◽  
Biosynthetic Gene ◽  
Small Peptides ◽  
Bacterial Genomes ◽  
Biosynthetic Gene Clusters ◽  
Peptide Synthetases ◽  
Anti Cancer

Abstract Motivation Non-ribosomal peptide synthetases (NRPSs) are modular enzymatic machines that catalyze the ribosome-independent production of structurally complex small peptides, many of which have important clinical applications as antibiotics, antifungals and anti-cancer agents. Several groups have tried to expand natural product diversity by intermixing different NRPS modules to create synthetic peptides. This approach has not been as successful as anticipated, suggesting that these modules are not fully interchangeable. Results We explored whether Inter-Modular Linkers (IMLs) impact the ability of NRPS modules to communicate during the synthesis of NRPs. We developed a parser to extract 39 804 IMLs from both well annotated and putative NRPS biosynthetic gene clusters from 39 232 bacterial genomes and established the first IMLs database. We analyzed these IMLs and identified a striking relationship between IMLs and the amino acid substrates of their adjacent modules. More than 92% of the identified IMLs connect modules that activate a particular pair of substrates, suggesting that significant specificity is embedded within these sequences. We therefore propose that incorporating the correct IML is critical when attempting combinatorial biosynthesis of novel NRPS. Availability and implementation The IMLs database as well as the NRPS-Parser have been made available on the web at https://nrps-linker.unc.edu. The entire source code of the project is hosted in GitHub repository (https://github.com/SWFarag/nrps-linker). Supplementary information Supplementary data are available at Bioinformatics online.

Expanding the Natural Products Heterologous Expression Repertoire in the Model Cyanobacterium Anabaena sp. Strain PCC 7120: Production of Pendolmycin and Teleocidin B-4

2019 ◽  
Author(s):  
Patrick Videau ◽  
Kaitlyn Wells ◽  
Arun Singh ◽  
Jessie Eiting ◽  
Philip Proteau ◽  
...  
Keyword(s):  
Natural Products ◽  
Genome Mining ◽  
Gene Clusters ◽  
Combinatorial Biosynthesis ◽  
Test Case ◽  
Biosynthetic Gene ◽  
Biosynthetic Gene Clusters ◽  
Cyanobacterium Anabaena ◽  
Anabaena Sp ◽  
Pcc 7120

Cyanobacteria are prolific producers of natural products and genome mining has shown that many orphan biosynthetic gene clusters can be found in sequenced cyanobacterial genomes. New tools and methodologies are required to investigate these biosynthetic gene clusters and here we present the use of <i>Anabaena </i>sp. strain PCC 7120 as a host for combinatorial biosynthesis of natural products using the indolactam natural products (lyngbyatoxin A, pendolmycin, and teleocidin B-4) as a test case. We were able to successfully produce all three compounds using codon optimized genes from Actinobacteria. We also introduce a new plasmid backbone based on the native <i>Anabaena</i>7120 plasmid pCC7120ζ and show that production of teleocidin B-4 can be accomplished using a two-plasmid system, which can be introduced by co-conjugation.

scholarly journals An Orphan MbtH-Like Protein Interacts with Multiple Nonribosomal Peptide Synthetases inMyxococcus xanthusDK1622

2018 ◽  
Vol 200 (21) ◽  
Author(s):  
Karla J. Esquilín-Lebrón ◽  
Tye O. Boynton ◽  
Lawrence J. Shimkets ◽  
Michael G. Thomas
Keyword(s):  
Myxococcus Xanthus ◽  
Gene Clusters ◽  
Biosynthetic Gene ◽  
Biosynthetic Gene Clusters ◽  
Nonribosomal Peptide ◽  
Content Type ◽  
Nonribosomal Peptide Synthetases ◽  
Peptide Synthetases

ABSTRACTOne mechanism by which bacteria and fungi produce bioactive natural products is the use of nonribosomal peptide synthetases (NRPSs). Many NRPSs in bacteria require members of the MbtH-like protein (MLP) superfamily for their solubility or function. Although MLPs are known to interact with the adenylation domains of NRPSs, the role MLPs play in NRPS enzymology has yet to be elucidated. MLPs are nearly always encoded within the biosynthetic gene clusters (BGCs) that also code for the NRPSs that interact with the MLP. Here, we identify 50 orphan MLPs from diverse bacteria. An orphan MLP is one that is encoded by a gene that is not directly adjacent to genes predicted to be involved in nonribosomal peptide biosynthesis. We targeted the orphan MLP MXAN_3118 fromMyxococcus xanthusDK1622 for characterization. TheM. xanthusDK1622 genome contains 15 NRPS-encoding BGCs but only one MLP-encoding gene (MXAN_3118). We tested the hypothesis that MXAN_3118 interacts with one or more NRPS using a combination ofin vivoandin vitroassays. We determined that MXAN_3118 interacts with at least seven NRPSs from distinct BGCs. We show that one of these BGCs codes for NRPS enzymology that likely produces a valine-rich natural product that inhibits the clumping ofM. xanthusDK1622 in liquid culture. MXAN_3118 is the first MLP to be identified that naturally interacts with multiple NRPS systems in a single organism. The finding of an MLP that naturally interacts with multiple NRPS systems suggests it may be harnessed as a “universal” MLP for generating functional hybrid NRPSs.IMPORTANCEMbtH-like proteins (MLPs) are essential accessory proteins for the function of many nonribosomal peptide synthetases (NRPSs). We identified 50 MLPs from diverse bacteria that are coded by genes that are not located near any NRPS-encoding biosynthetic gene clusters (BGCs). We define these as orphan MLPs because their NRPS partner(s) is unknown. Investigations into the orphan MLP fromMyxococcus xanthusDK1622 determined that it interacts with NRPSs from at least seven distinct BGCs. Support for these MLP-NRPS interactions came from the use of a bacterial two-hybrid assay and copurification of the MLP with various NRPSs. The flexibility of this MLP to naturally interact with multiple NRPSs led us to hypothesize that this MLP may be used as a “universal” MLP during the construction of functional hybrid NRPSs.

Structure, Synthesis of Hierridin C and Discovery of Prevalent Alkylresorcinol Biosynthesis in Picocyanobacteria

2018 ◽  
Author(s):  
Margarida Costa ◽  
Ivo E. Sampaio-Dias ◽  
Raquel Castelo-Branco ◽  
Hugo Scharfenstein ◽  
Roberta Rezende de Castro ◽  
...  
Keyword(s):  
Structure Elucidation ◽  
Gene Clusters ◽  
Biosynthetic Gene ◽  
Synthetic Route ◽  
Bacterial Genomes ◽  
Biosynthetic Gene Clusters ◽  
Type Iii ◽  
Structure Synthesis ◽  
Globally Distributed

Small, single-celled planktonic cyanobacteria are ubiquitous in the world’s oceans yet tend not to to be perceived as biosynthetically-prolific organisms. Here we report the isolation and structure elucidation of hierridin C, an antiplasmodial halogenated alkylresorcinol produced in very low amounts by the picocyanobacterium <i>Cyanobium</i>sp. LEGE 06113. We describe a simple, straightforward synthetic route to the scarcely-produced hierridins that relies on a key, highly regioselective halogenation step. In addition, we show that these compounds originate from a type III PKS pathway and that similar biosynthetic gene clusters are found in a variety of bacterial genomes, most notably those of the globally-distributed picocyanobacteria genera <i>Prochlorococcus</i>, <i>Cyanobium</i>and <i>Synechococcus</i>.

scholarly journals Discovery and Heterologous Production of New Cyclic Depsibosamycins

2021 ◽  
Vol 9 (7) ◽  
pp. 1396
Author(s):  
Marc Stierhof ◽  
Maksym Myronovskyi ◽  
Josef Zapp ◽  
Andriy Luzhetskyy
Keyword(s):  
Cyclic Peptides ◽  
Gene Clusters ◽  
Combinatorial Biosynthesis ◽  
Side Chain ◽  
Biological Functions ◽  
Biosynthetic Gene Clusters ◽  
Streptomyces Species ◽  
Peptide Synthetases ◽  
Major Interest ◽  
In Silico Identification

Streptomyces are producers of valuable secondary metabolites with unique scaffolds that perform a plethora of biological functions. Nonribosomal peptides are of special interest due to their variety and complexity. They are synthesized by nonribosomal peptide synthetases, large biosynthetic machineries that are encoded in the genome of many Streptomyces species. The identification of new peptides and the corresponding biosynthetic gene clusters is of major interest since knowledge can be used to facilitate combinatorial biosynthesis and chemical semisynthesis of natural products. The recently discovered bosamycins are linear octapeptides with an interesting 5-OMe tyrosine moiety and various modifications at the N-terminus. In this study, the new cyclic depsibosamycins B, C, and D from Streptomyces aurantiacus LU19075 were discovered. In comparison to the linear bosamycins B, C, and D, which were also produced by the strain, the cyclic depsibosamycins showed a side-chain-to-tail lactonization of serine and glycine, leading to a ring of four amino acids. In silico identification and heterologous expression of the depsibosamycin (dbm) gene cluster indicated that the cyclic peptides, rather than the linear derivatives, are the main products of the cluster.

scholarly journals Correlational networking guides the discovery of cryptic proteases for lanthipeptide maturation

2021 ◽  
Author(s):  
Dan Xue ◽  
Ethan A. Older ◽  
Zheng Zhong ◽  
Zhuo Shang ◽  
Nanzhu Chen ◽  
...  
Keyword(s):  
Biological Function ◽  
Gene Clusters ◽  
Biosynthetic Gene ◽  
Class Iii ◽  
Bacterial Genomes ◽  
Biosynthetic Gene Clusters ◽  
Drug Candidates ◽  
New Class ◽  
New Family ◽  
Global Correlation

Proteases required for lanthipeptide maturation are not encoded in many of their respective biosynthetic gene clusters. These cryptic proteases hinder the study and application of lanthipeptides as promising drug candidates. Here, we establish a global correlation network bridging the gap between lanthipeptide precursors and cryptic proteases. Applying our analysis to 161,954 bacterial genomes, we establish 6,041 correlations between precursors and cryptic proteases, with 91 prioritized. We use network predictions and co-expression analysis to reveal a previously missing protease for the maturation of class I lanthipeptide paenilan. We further discover widely distributed bacterial M16B metallopeptidases of previously unclear biological function as a new family of lanthipeptide proteases. We show the involvement of a pair of bifunctional M16B proteases in the production of new class III lanthipeptides with high substrate specificity. Together, these results demonstrate the strength of our correlational networking approach to the discovery of cryptic lanthipeptide proteases.

scholarly journals Survey of Biosynthetic Gene Clusters from Sequenced Myxobacteria Reveals Unexplored Biosynthetic Potential

2019 ◽  
Vol 7 (6) ◽  
pp. 181 ◽  
Author(s):  
Katherine Gregory ◽  
Laura A. Salvador ◽  
Shukria Akbar ◽  
Barbara I. Adaikpoh ◽  
D. Cole Stevens
Keyword(s):  
Natural Product ◽  
Chemical Space ◽  
Sequence Similarity ◽  
Gene Clusters ◽  
Biologically Active ◽  
Critical Component ◽  
Biosynthetic Gene ◽  
Bacterial Genomes ◽  
Biosynthetic Gene Clusters ◽  
Natural Product Discovery

Coinciding with the increase in sequenced bacteria, mining of bacterial genomes for biosynthetic gene clusters (BGCs) has become a critical component of natural product discovery. The order Myxococcales, a reputable source of biologically active secondary metabolites, spans three suborders which all include natural product producing representatives. Utilizing the BiG-SCAPE-CORASON platform to generate a sequence similarity network that contains 994 BGCs from 36 sequenced myxobacteria deposited in the antiSMASH database, a total of 843 BGCs with lower than 75% similarity scores to characterized clusters within the MIBiG database are presented. This survey provides the biosynthetic diversity of these BGCs and an assessment of the predicted chemical space yet to be discovered. Considering the mere snapshot of myxobacteria included in this analysis, these untapped BGCs exemplify the potential for natural product discovery from myxobacteria.

scholarly journals Genome Mining, Microbial Interactions, and Molecular Networking Reveals New Dibromoalterochromides from Strains of Pseudoalteromonas of Coiba National Park-Panama

Marine Drugs ◽  
2020 ◽  
Vol 18 (9) ◽  
pp. 456
Author(s):  
Librada A. Atencio ◽  
Cristopher A. Boya P. ◽  
Christian Martin H. ◽  
Luis C. Mejía ◽  
Pieter C. Dorrestein ◽  
...  
Keyword(s):  
National Park ◽  
Genome Mining ◽  
Gene Clusters ◽  
Microbial Interactions ◽  
Antimicrobial Compounds ◽  
Biosynthetic Gene ◽  
Biosynthetic Gene Clusters ◽  
Molecular Networking ◽  
Peptide Synthetases ◽  
Genomic Basis

The marine bacterial genus Pseudoalteromonas is known for their ability to produce antimicrobial compounds. The metabolite-producing capacity of Pseudoalteromonas has been associated with strain pigmentation; however, the genomic basis of their antimicrobial capacity remains to be explained. In this study, we sequenced the whole genome of six Pseudoalteromonas strains (three pigmented and three non-pigmented), with the purpose of identifying biosynthetic gene clusters (BGCs) associated to compounds we detected via microbial interactions along through MS-based molecular networking. The genomes were assembled and annotated using the SPAdes and RAST pipelines and mined for the identification of gene clusters involved in secondary metabolism using the antiSMASH database. Nineteen BGCs were detected for each non-pigmented strain, while more than thirty BGCs were found for two of the pigmented strains. Among these, the groups of genes of nonribosomal peptide synthetases (NRPS) that code for bromoalterochromides stand out the most. Our results show that all strains possess BGCs for the production of secondary metabolites, and a considerable number of distinct polyketide synthases (PKS) and NRPS clusters are present in pigmented strains. Furthermore, the molecular networking analyses revealed two new molecules produced during microbial interactions: the dibromoalterochromides D/D’ (11–12).

scholarly journals Evaluation of strategies for the assembly of diverse bacterial genomes using MinION long-read sequencing

2018 ◽  
Author(s):  
Sarah Goldstein ◽  
Lidia Beka ◽  
Joerg Graf ◽  
Jonathan L. Klassen
Keyword(s):  
Single Molecule ◽  
Gc Content ◽  
Gene Clusters ◽  
Biosynthetic Gene ◽  
Bacterial Genomes ◽  
Biosynthetic Gene Clusters ◽  
Sequencing Technologies ◽  
Oxford Nanopore ◽  
Long Read ◽  
Gc Contents

AbstractBackgroundShort-read sequencing technologies have made microbial genome sequencing cheap and accessible. However, closing genomes is often costly and assembling short reads from genomes that are repetitive and/or have extreme %GC content remains challenging. Long-read, single-molecule sequencing technologies such as the Oxford Nanopore MinION have the potential to overcome these difficulties, although the best approach for harnessing their potential remains poorly evaluated.ResultsWe sequenced nine bacterial genomes spanning a wide range of GC contents using Illumina MiSeq and Oxford Nanopore MinION sequencing technologies to determine the advantages of each approach, both individually and combined. Assemblies using only MiSeq reads were highly accurate but lacked contiguity, a deficiency that was partially overcome by adding MinION reads to these assemblies. Even more contiguous genome assemblies were generated by using MinION reads for initial assembly, but these were more error-prone and required further polishing. This was especially pronounced when Illumina libraries were biased, as was the case for our strains with both high and low GC content. Increased genome contiguity dramatically improved the annotation of insertion sequences and secondary metabolite biosynthetic gene clusters, likely because long-reads can disambiguate these highly repetitive but biologically important genomic regions.ConclusionsGenome assembly using short-reads is challenged by repetitive sequences and extreme GC contents. Our results indicate that these difficulties can be largely overcome by using single-molecule, long-read sequencing technologies such as the Oxford Nanopore MinION. Using MinION reads for assembly followed by polishing with Illumina reads generated the most contiguous genomes and enabled the accurate annotation of important but difficult to sequence genomic features such as insertion sequences and secondary metabolite biosynthetic gene clusters. The combination of Oxford Nanopore and Illumina sequencing is cost effective and dramatically advances studies of microbial evolution and genome-driven drug discovery.

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