Accessing natural product biosynthetic processes by mass spectrometry

Two important classes of natural products are made by nonribosomal peptide synthetases (NRPSs) and polyketide synthases (PKSs). With most biosynthetic intermediates covalently tethered during biogenesis, protein mass spectrometry (MS) has proven invaluable for their interrogation. New mass spectrometric assay formats (such as selective cofactor ejection and proteomics style LC-MS) are showcased here in the context of functional insights into new breeds of NRPS/PKS enzymes, including the first characterization of an 'iterative' PKS, the biosynthesis of the enediyne antitumor antibiotics, the study of a new strategy for PKS initiation via a GNAT-like mechanism, and the analysis of branching strategies in the so-called 'AT-less' NRPS/PKS hybrid systems. The future of MS analysis of NRPS and PKS biosynthetic pathways lies in adoption and development of methods that continue bridging enzymology with proteomics as both fields continue their post-genomic acceleration.     

Genome-based cryptic gene discovery and functional identification of NRPS siderophore peptide in Streptomyces peucetius

Identification of secondary metabolites produced by cryptic gene in bacteria may be difficult, but in the case of nonribosomal peptide (NRP)-type secondary metabolites, this study can be facilitated by bioinformatic analysis of the biosynthetic gene cluster and tandem mass spectrometry analysis. To illustrate this concept, we used mass spectrometry-guided bioinformatic analysis of genomic sequences to identify an NRP-type secondary metabolite from Streptomyces peucetius ATCC 27952. Five putative NRPS biosynthetic gene clusters were identified in the S. peucetius genome by DNA sequence analysis. Of these, the sp970 gene cluster encoded a complete NRPS domain structure, viz., C-A-T-C-A-T-E-C-A-T-C-A-T-C domains. Tandem mass spectrometry revealed that the functional siderophore peptide produced by this cluster had a molecular weight of 644.4 Da. Further analysis demonstrated that the siderophore peptide has a cyclic structure and an amino acid composition of AchfOrn–Arg–hOrn–hfOrn. The discovery of functional cryptic genes by analysis of the secretome, especially of NRP-type secondary metabolites, using mass spectrometry together with genome mining may contribute significantly to the development of pharmaceuticals such as hybrid antibiotics.     

Designing and Implementing an Assay for the Detection of Rare and Divergent NRPS and PKS Clones in European,Antarctic and Cuban Soils

The ever increasing microbial resistome means there is an urgent need for new antibiotics. Metagenomics is an underexploited tool in the field of drug discovery. In this study we aimed to produce a new updated assay for the discovery of biosynthetic gene clusters encoding bioactive secondary metabolites. PCR assays targeting the polyketide synthases (PKS) and non-ribosomal peptide synthetases (NRPS) were developed. A range of European soils were tested for their biosynthetic potential using clone libraries developed from metagenomic DNA. Results revealed a surprising number of NRPS and PKS clones with similarity to rare Actinomycetes. Many of the clones tested were phylogenetically divergent suggesting they were fragments from novel NRPS and PKS gene clusters. Soils did not appear to cluster by location but did represent NRPS and PKS clones of diverse taxonomic origin. Fosmid libraries were constructed from Cuban and Antarctic soil samples; 17 fosmids were positive for NRPS domains suggesting a hit rate of less than 1 in 10 genomes. NRPS hits had low similarities to both rare Actinobacteria and Proteobacteria; they also clustered with known antibiotic producers suggesting they may encode for pathways producing novel bioactive compounds. In conclusion we designed an assay capable of detecting divergent NRPS and PKS gene clusters from the rare biosphere; when tested on soil samples results suggest the majority of NRPS and PKS pathways and hence bioactive metabolites are yet to be discovered.     

Culturable Endophytes of Medicinal Plants and the Genetic Basis for Their Bioactivity

The bioactive compounds of medicinal plants are products of the plant itself or of endophytes living inside the plant. Endophytes isolated from eight different anticancer plants collected in Yunnan, China, were characterized by diverse 16S and 18S rRNA gene phylogenies. A functional gene-based molecular screening strategy was used to target nonribosomal peptide synthetase (NRPS) and type I polyketide synthase (PKS) genes in endophytes. Bioinformatic analysis of these biosynthetic pathways facilitated inference of the potential bioactivity of endophyte natural products, suggesting that the isolated endophytes are capable of producing a plethora of secondary metabolites. All of the endophyte culture broth extracts demonstrated antiproliferative effects in at least one test assay, either cytotoxic, antibacterial or antifungal. From the perspective of natural product discovery, this study confirms the potential for endophytes from medicinal plants to produce anticancer, antibacterial and antifungal compounds. In addition, PKS and NRPS gene screening is a valuable method for screening isolates of biosynthetic potential.     

Roles of type II thioesterases and their application for secondary metabolite yield improvement

A large number of antibiotics and other industrially important microbial secondary metabolites are synthesized by polyketide synthases (PKSs) and nonribosomal peptide synthetases (NRPSs). These multienzymatic complexes provide an enormous flexibility in formation of diverse chemical structures from simple substrates, such as carboxylic acids and amino acids. Modular PKSs and NRPSs, often referred to as megasynthases, have brought about a special interest due to the colinearity between enzymatic domains in the proteins working as an “assembly line” and the chain elongation and modification steps. Extensive efforts toward modified compound biosynthesis by changing organization of PKS and NRPS domains in a combinatorial manner laid good grounds for rational design of new structures and their controllable biosynthesis as proposed by the synthetic biology approach. Despite undeniable progress made in this field, the yield of such “unnatural” natural products is often not satisfactory. Here, we focus on type II thioesterases (TEIIs)—discrete hydrolytic enzymes often encoded within PKS and NRPS gene clusters which can be used to enhance product yield. We review diverse roles of TEIIs (removal of aberrant residues blocking the megasynthase, participation in substrate selection, intermediate, and product release) and discuss their application in new biosynthetic systems utilizing PKS and NRPS parts.     

Facile detection of acyl and peptidyl intermediates on thiotemplate carrier domains via phosphopantetheinyl elimination reactions during tandem mass spectrometry

With the emergence of drug resistance and the genomic revolution, there has been a renewed interest in the genes that are responsible for the generation of bioactive natural products. Secondary metabolites of one major class are biosynthesized at one or more sites by ultralarge enzymes that carry covalent intermediates on phosphopantetheine arms. Because such intermediates are difficult to characterize in vitro, we have developed a new approach for streamlined detection of substrates, intermediates, and products attached to a phosphopantetheinyl arm of the carrier site. During vibrational activation of gas-phase carrier domains, facile elimination occurs in benchtop and Fourier-transform mass spectrometers alike. Phosphopantetheinyl ejections quickly reduce >100 kDa megaenzymes to <1000 Da ions for structural assignment of intermediates at <0.007 Da mass accuracy without proteolytic digestion. This "top down" approach quickly illuminated diverse acyl intermediates on the carrier domains of the nonribosomal peptide synthetases (NRPSs) or polyketide synthases (PKSs) found in the biosynthetic pathways of prodigiosin, pyoluteorin, mycosubtilin, nikkomycin, enterobactin, gramicidin, and several proteins from the orphan pksX gene cluster from Bacillus subtilis. By focusing on just those regions undergoing covalent chemistry, the method delivered clean proof for the reversible dehydration of hydroxymethylglutaryl-S-PksL via incorporation of 2H or 18O from the buffer. The facile nature of this revised assay will allow diverse laboratories to spearhead their NRPS-PKS projects with benchtop mass spectrometers.     

Generality of peptide cyclization catalyzed by isolated thioesterase domains of nonribosomal peptide synthetases

The C-terminal thioesterase (TE) domains from nonribosomal peptide synthetases (NRPSs) catalyze the final step in the biosynthesis of diverse biologically active molecules. In many systems, the thioesterase domain is involved in macrocyclization of a linear precursor presented as an acyl-S-enzyme intermediate. The excised thioesterase domain from the tyrocidine NRPS has been shown to catalyze the cyclization of a peptide thioester substrate which mimics its natural acyl-S-enzyme substrate. In this work we explore the generality of cyclization catalyzed by isolated TE domains. Using synthetic peptide thioester substrates from 6 to 14 residues in length, we show that the excised TE domain from the tyrocidine NRPS can be used to generate an array of sizes of cyclic peptides with comparable kinetic efficiency. We also studied the excised TE domains from the NRPSs which biosynthesize the symmetric cyclic decapeptide gramicidin S and the cyclic lipoheptapeptide surfactin A. Both TE domains exhibit expected cyclization activity: the TE domain from the gramicidin S NRPS catalyzes head-to-tail cyclization of a decapeptide thioester to form gramicidin S, and the TE domain from the surfactin NRPS catalyzes stereospecific cyclization to form a macrolactone analogue of surfactin. With an eye toward generating libraries of cyclic molecules by TE catalysis, we report the solid-phase synthesis and TE-mediated cyclization of a small pool of linear peptide thioesters. These studies provide evidence for the general utility of TE catalysis as a means to synthesize a wide range of macrocyclic compounds.     

Prediction of the substrate for nonribosomal peptide synthetase (NRPS) adenylation domains by virtual screening

Nonribosomal peptide synthetases (NRPSs) synthesize a diverse array of bioactive small peptides, many of which are used in medicine. There is considerable interest in predicting NRPS substrate specificity in order to facilitate investigation of the many “cryptic” NRPS genes that have not been linked to any known product. However, the current sequence similarity‐based methods are unable to produce reliable predictions when there is a lack of prior specificity data, which is a particular problem for fungal NRPSs. We conducted virtual screening on the specificity‐determining domain of NRPSs, the adenylation domain, and found that virtual screening using experimentally determined structures results in good enrichment of the cognate substrate. Our results indicate that the conformation of the adenylation domain and in particular the conformation of a key conserved aromatic residue is important in determining the success of the virtual screening. When homology models of NRPS adenylation domains of known specificity, rather than experimentally determined structures, were built and used for virtual screening, good enrichment of the cognate substrate was also achieved in many cases. However, the accuracy of the models was key to the reliability of the predictions and there was a large variation in the results when different models of the same domain were used. This virtual screening approach is promising and is able to produce enrichment of the cognate substrates in many cases, but improvements in building and assessing homology models are required before the approach can be reliably applied to these models. Proteins 2015; 83:2052–2066. © 2015 Wiley Periodicals, Inc.     

Strain-specific proteogenomics accelerates the discovery of natural products via their biosynthetic pathways

The use of proteomics for direct detection of expressed pathways producing natural products has yielded many new compounds, even when used in a screening mode without a bacterial genome sequence available. Here we quantify the advantages of having draft DNA-sequence available for strain-specific proteomics using the latest in ultrahigh-resolution mass spectrometry for both proteins and the small molecules they generate. Using the draft sequence of Streptomyces lilacinus NRRL B-1968, we show a >tenfold increase in the number of peptide identifications vs. using publicly available databases. Detected in this strain were six expressed gene clusters with varying homology to those known. To date, we have identified three of these clusters as encoding for the production of griseobactin (known), rakicidin D (an orphan NRPS/PKS hybrid cluster), and a putative thr and DHB-containing siderophore produced by a new non-ribosomal peptide sythetase gene cluster. The remaining three clusters show lower homology to those known, and likely encode enzymes for production of novel compounds. Using an interpreted strain-specific DNA sequence enables deep proteomics for the detection of multiple pathways and their encoded natural products in a single cultured bacterium.     

A homogeneous resonance energy transfer assay for phosphopantetheinyl transferase

Phosphopantetheinyl transferase plays an essential role in activating fatty acid, polyketide, and nonribosomal peptide biosynthetic pathways, catalyzing covalent attachment of a 4′-phosphopantetheinyl group to a conserved residue within carrier protein domains. This enzyme has been validated as an essential gene to primary metabolism and presents a target for the identification of antibiotics with a new mode of action. Here we report the development of a homogeneous resonance energy transfer assay using fluorescent coenzyme A derivatives and a surrogate peptide substrate that can serve to identify inhibitors of this enzyme class. This assay lays a blueprint for translation of these techniques to other transferase enzymes that accept fluorescent substrate analogues.     

非核糖体肽合成酶催化的非常规装配模式

非核糖体肽合成酶(NRPSs)催化形成复杂肽类天然产物, 其中很多显示了很好的生物学活性和医疗价值。常规NRPSs具有模块化和线性催化的特点, 然而在生物合成研究过程中也发现了很多具有非常规装配模式的NRPSs。本文针对其中4种非常规装配模式: 重复使用、非线性、模块跳跃和非核糖体前肽模式, 结合一些代表性例子做一小型综述。     

A proteomic survey of nonribosomal peptide and polyketide biosynthesis in actinobacteria

Actinobacteria such as streptomycetes are renowned for their ability to produce bioactive natural products including nonribosomal peptides (NRPs) and polyketides (PKs). The advent of genome sequencing has revealed an even larger genetic repertoire for secondary metabolism with most of the small molecule products of these gene clusters still unknown. Here, we employed a "protein-first" method called PrISM (Proteomic Investigation of Secondary Metabolism) to screen 26 unsequenced actinomycetes using mass spectrometry-based proteomics for the targeted detection of expressed nonribosomal peptide synthetases or polyketide synthases. Improvements to the original PrISM screening approach (Nat. Biotechnol. 2009, 27, 951-956), for example, improved de novo peptide sequencing, have enabled the discovery of 10 NRPS/PKS gene clusters from 6 strains. Taking advantage of the concurrence of biosynthetic enzymes and the secondary metabolites they generate, two natural products were associated with their previously "orphan" gene clusters. This work has demonstrated the feasibility of a proteomics-based strategy for use in screening for NRP/PK production in actinomycetes (often >8 Mbp, high GC genomes) versus the bacilli (2-4 Mbp genomes) used previously.     

The phosphopantetheinyl transferase KirP activates the ACP and PCP domains of the kirromycin NRPS/PKS of Streptomyces collinus Tü 365

The main steps in the biosynthesis of complex secondary metabolites such as the antibiotic kirromycin are catalyzed by modular polyketide synthases (PKS) and/or nonribosomal peptide synthetases (NRPS). During antibiotic assembly, the biosynthetic intermediates are attached to carrier protein domains of these megaenzymes via a phosphopantetheinyl arm. This functional group of the carrier proteins is attached post-translationally by a phosphopantetheinyl transferase (PPTase). No experimental evidence exists about how such an activation of the carrier proteins of the kirromycin PKS/NRPS is accomplished. Here we report on the characterization of the PPTase KirP, which is encoded by a gene located in the kirromycin biosynthetic gene cluster. An inactivation of the kirP gene resulted in a 90% decrease in kirromycin production, indicating a substantial role for KirP in the biosynthesis of the antibiotic. In enzymatic assays, KirP was able to activate both acyl carrier protein and petidyl carrier domains of the kirromycin PKS/NRPS. In addition to coenzyme A (CoA), which is the natural substrate of KirP, the enzyme was able to transfer acyl-phosphopantetheinyl groups to the apo forms of the carrier proteins. Thus, KirP is very flexible in terms of both CoA substrate and carrier protein specificity. Our results indicate that KirP is the main PPTases that activates the carrier proteins in kirromycin biosynthesis.     

A mass spectrometry-based approach for identifying novel DNA polymerase substrates from a pool of dNTP analogues

There has been a long-standing interest in the discovery of unnatural nucleotides that can be incorporated into DNA by polymerases. However, it is difficult to predict which nucleotide analogs will prove to have biological relevance. Therefore, we have developed a new screening method to identify novel substrates for DNA polymerases. This technique uses the polymerase itself to select a dNTP from a pool of potential substrates via incorporation onto a short oligonucleotide. The unnatural nucleotide(s) is then identified by high-resolution mass spectrometry. By using a DNA polymerase as a selection tool, only the biologically relevant members of a small nucleotide library can be quickly determined. We have demonstrated that this method can be used to discover unnatural base pairs in DNA with a detection threshold of ≤10% incorporation.     

Substrate selection of adenylation domains for nonribosomal peptide synthetase (NRPS) in bacillamide C biosynthesis by marine <Emphasis Type="Italic">Bacillus atrophaeus</Emphasis> C89

Nonribosomal peptide synthetases (NRPSs) are multi-modular enzymes involved in the biosynthesis of natural products. Bacillamide C was synthesized by Bacillus atrophaeus C89. A nonribosomal peptide synthetase (NRPS) cluster found in the genome of B. atrophaeus C89 was hypothesized to be responsible for the biosynthesis of bacillamide C using alanine and cysteine as substrates. Here, the structure analysis of adenylation domains based on homologous proteins with known crystal structures indicated locations of the substrate-binding pockets. Molecular docking suggested alanine and cysteine as the potential substrates for the two adenylation domains in the NRPS cluster. Furthermore, biochemical characterization of the purified recombinant adenylation domains proved that alanine and cysteine were the optimum substrates for the two adenylation domains. The results provided the in vitro evidence for the hypothesis that the two adenylation domains in the NRPS of B. atrophaeus C89 preferentially select alanine and cysteine, respectively, as a substrate to synthesize bacillamide C. Furthermore, this study on substrates selectivity of adenylation domains provided basis for rational design of bacillamide analogs.     

Structure of a Eukaryotic Nonribosomal Peptide Synthetase Adenylation Domain That Activates a Large Hydroxamate Amino Acid in Siderophore Biosynthesis

Nonribosomal peptide synthetases (NRPSs) are large, multidomain proteins that are involved in the biosynthesis of an array of secondary metabolites. We report the structure of the third adenylation domain from the siderophore-synthesizing NRPS, SidN, from the endophytic fungus Neotyphodium lolii. This is the first structure of a eukaryotic NRPS domain, and it reveals a large binding pocket required to accommodate the unusual amino acid substrate, N^δ-cis-anhydromevalonyl-N^δ-hydroxy-l-ornithine (cis-AMHO). The specific activation of cis-AMHO was confirmed biochemically, and an AMHO moiety was unambiguously identified as a component of the fungal siderophore using mass spectroscopy. The protein structure shows that the substrate binding pocket is defined by 17 amino acid residues, in contrast to both prokaryotic adenylation domains and to previous predictions based on modeling. Existing substrate prediction methods for NRPS adenylation domains fail for domains from eukaryotes due to the divergence of their signature sequences from those of prokaryotes. Thus, this new structure will provide a basis for improving prediction methods for eukaryotic NRPS enzymes that play important and diverse roles in the biology of fungi.     

Molecular characterization of staphyloferrin B biosynthesis in Staphylococcus aureus

Siderophores are iron-scavenging molecules produced by many microbes. In general, they are synthesized using either non-ribosomal peptide synthetase (NRPS) or NRPS-independent siderophore (NIS) pathways. Staphylococcus aureus produces siderophores, of which the structures of staphyloferrin A and staphyloferrin B are known. Recently, the NIS biosynthetic pathway for staphyloferrin A was characterized. Here we show that, in S. aureus , the previously identified sbn ( s iderophore b iosy n thesis) locus encodes enzymes required for the synthesis of staphyloferrin B, an α-hydroxycarboxylate siderophore comprised of l -2,3-diaminopropionic acid, citric acid, 1,2-diaminoethane and α-ketoglutaric acid. Staphyloferrin B NIS biosynthesis was recapitulated in vitro , using purified recombinant Sbn enzymes and the component substrates. In vitro synthesized staphyloferrin B readily promoted the growth of iron-starved S. aureus , via the ABC transporter SirABC. The SbnCEF synthetases and a decarboxylase, SbnH, were necessary and sufficient to produce staphyloferrin B in reactions containing component substrates l -2,3-diaminopropionic acid, citric acid and α-ketoglutaric acid. Since 1,2-diaminoethane was not required, this component of the siderophore arises from the SbnH-dependent decarboxylation of a 2,3-diaminoproprionic acid-containing intermediate. Liquid chromatography-electrospray ionization-mass spectrometry (LC-ESI-MS) analyses of a series of enzyme reactions identified mass ions corresponding to biosynthetic intermediates, allowing for the first proposed biosynthetic pathway for staphyloferrin B.     

Extensive in vivo metabolite-protein interactions revealed by large-scale systematic analyses

Natural small compounds comprise most cellular molecules and bind proteins as substrates, products, cofactors, and ligands. However, a large-scale investigation of in?vivo protein-small metabolite interactions has not been performed. We developed a mass spectrometry assay for the large-scale identification of in?vivo protein-hydrophobic small metabolite interactions in yeast and analyzed compounds that bind ergosterol biosynthetic proteins and protein kinases. Many of these proteins bind small metabolites; a few interactions were previously known, but the vast majority are new. Importantly, many key regulatory proteins such as protein kinases bind metabolites. Ergosterol was found to bind many proteins and may function as a general regulator. It is required for the activity of Ypk1, a mammalian AKT/SGK kinase homolog. Our study defines potential key regulatory steps in lipid biosynthetic pathways and suggests that small metabolites may play a more general role as regulators of protein activity and function than previously appreciated.     

Site-specific observation of acyl intermediate processing in thiotemplate biosynthesis by fourier transform mass spectrometry: the polyketide module of yersiniabactin synthetase

Complex arrays of thioester bound intermediates are present on 100-700 kDa enzymes during the biogenesis of diverse types of pharmacophores and natural product drugs. These multidomain enzymes, known as nonribosomal peptide synthetases and polyketide synthases (NRPSs and PKSs, respectively), synthesize from simple, physiologically available substrates bioactive compounds that can be further tailored by a host of modifying domains (e.g., methylation, cyclization, and epimerization) to increase the complexity of the mature final product. Interrogation of such covalent intermediates using mass spectrometry (MS) presents an underutilized method for understanding the covalent catalysis executed by NRPS and PKS enzymes. For the PKS module (205 kDa) from the yersiniabactin (Ybt) gene cluster of Yersinia pestis, limited proteolysis afforded a key 11 kDa peptide from the acyl-carrier protein (ACP) domain upon which at least five covalent intermediates could be detected (42, 70, 86, 330, and 358 Da). The isotopic resolution achieved by Fourier transform mass spectrometry (FTMS) allowed for the incorporation of substrates with stable isotopes to confirm the structural assignments of three intermediates (86, 330, and 358 Da) on the Ybt biosynthetic pathway to within 1 Da. Approximately 75% of the enzyme capacity is lost to unproductive decarboxylation of malonyl-S-ACP partly constraining the 1.4 min(-)(1) rate of Ybt production in vitro. Acyl transfer to the ACP domain (on the Ybt pathway) was promoted by a factor of approximately 10 over unproductive CO(2) loss in the presence of the cosubstrate S-adenosylmethionine (SAM), with S-adenosylhomocysteine unable to restore the condensation yield observed with SAM. The data are consistent with Claisen condensation from KS to the ACP carrier site being reversible, with the absence of downstream methylation providing more opportunity for unproductive CO(2) loss. Extension of such FTMS-based studies will allow the direct visualization of multiple intermediates in determining the catalytic order of events and kinetics of NRPS and PKS systems.     

Exploitation of the selectivity-conferring code of nonribosomal peptide synthetases for the rational design of novel peptide antibiotics

Recently, the solved crystal structure of a phenylalanine-activating adenylation (A) domain enlightened the structural basis for the specific recognition of the cognate substrate amino acid in nonribosomal peptide synthetases (NRPSs). By adding sequence comparisons and homology modeling, we successfully used this information to decipher the selectivity-conferring code of NRPSs. Each codon combines the 10 amino residues of a NRPS A domain that are presumed to build up the substrate-binding pocket. In this study, the deciphered code was exploited for the first time to rationally alter the substrate specificity of whole NRPS modules in vitro and in vivo. First, the single-residue Lys239 of the L-Glu-activating initiation module C-A(Glu)-PCP of the surfactin synthetase A was mutated to Gln239 to achieve a perfect match to the postulated L-Gln-activating binding pocket. Biochemical characterization of the mutant protein C-A(Glu)-PCP(Lys239 --> Gln) revealed the postulated alteration in substrate specificity from L-Glu to L-Gln without decrease in catalytic efficiency. Second, according to the selectivity-conferring code, the binding pockets of L-Asp and L-Asn-activating A domains differs in three positions: Val299 versus Ile, His322 versus Glu, and Ile330 versus Val, respectively. Thus, the binding pocket of the recombinant A domain AspA, derived from the second module of the surfactin synthetases B, was stepwisely adapted for the recognition of L-Asn. Biochemical characterization of single, double, and triple mutants revealed that His322 represents a key position, whose mutation was sufficient to give rise to the intended selectivity-switch. Subsequently, the gene fragment encoding the single-mutant AspA(His322 --> Glu) was introduced back into the surfactin biosynthetic gene cluster. The resulting Bacillus subtilis strain was found to produce the expected so far unknown lipoheptapeptide [Asn(5)]surfactin. This indicates that site-directed mutagenesis, guided by the selectivity-conferring code of NRPS A domains, represents a powerful alternative for the genetic manipulation of NRPS biosynthetic templates and the rational design of novel peptide antibiotics.