新颖的黏细菌模块化天然产物装配线

黏细菌的显著特征之一是能够合成结构多样、功能丰富的天然产物．模块化聚酮合酶(PKS)和非核糖体肽合成酶(NRPS)途径是黏细菌合成天然产物的主要方式．与经典模块PKS/NRPS相比,黏细菌来源的模块化PKS/NRPS常表现出新颖的装配特征,显示出多样化的遗传加工潜能和装配产物结构多样性．本文综合归类分析了黏细菌来源的模块化PKS/NRPS遗传装配线类型及其对应化合物的生化结构特征,图文并茂地呈现了黏细菌在遗传、生化、组合生物合成、进化和药物开发领域的生机和潜能,并展望了基因组学时代带来的契机．     

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.     

Genetic analysis of polyketide synthase and peptide synthetase genes in cyanobacteria as a mining tool for secondary metabolites

Molecular screening using degenerate PCR to determine the presence of secondary metabolite genes in cyanobacteria was performed. This revealed 18 NRPS and 19 PKS genes in the 21 new cyanobacterial strains examined, representing three families of cyanobacteria (Nostocales, Chroococales and Oscillatoriales). A BLAST analysis shows that these genes have similarities to known cyanobacterial natural products. Analysis of the NRPS adenylation domain indicates the presence of novel features previously ascribed to both proteobacteria and cyanobacteria. Furthermore, binding-pocket predictions reveal diversity in the amino acids used during the biosynthesis of compounds. A similar analysis of the PKS ketosynthase domain shows significant structural diversity and their presence in both mixed modules with NRPS domains and individually as part of a PKS module. We have been able to classify the NRPS genes on the basis of their binding-pockets. Further, we show how this data can be used to begin to link structure to function by an analysis of the compounds Scyptolin A and Hofmannolin from Scytonema sp. PCC 7110.     

Non-ribosomal peptide synthetases: Identifying the cryptic gene clusters and decoding the natural product

Non-ribosomal peptide synthetases (NRPSs) and polyketide synthases (PKSs) present in bacteria and fungi are the major multi-modular enzyme complexes which synthesize secondary metabolites like the pharmacologically important antibiotics and siderophores. Each of the multiple modules of an NRPS activates a different amino or aryl acid, followed by their condensation to synthesize a linear or cyclic natural product. The studies on NRPS domains, the knowledge of their gene cluster architecture and tailoring enzymes have helped in the in silico genetic screening of the ever-expanding sequenced microbial genomic data for the identification of novel NRPS/PKS clusters and thus deciphering novel non-ribosomal peptides (NRPs). Adenylation domain is an integral part of the NRPSs and is the substrate selecting unit for the final assembled NRP. In some cases, it also requires a small protein, the MbtH homolog, for its optimum activity. The presence of putative adenylation domain and MbtH homologs in a sequenced genome can help identify the novel secondary metabolite producers. The role of the adenylation domain in the NRPS gene clusters and its characterization as a tool for the discovery of novel cryptic NRPS gene clusters are discussed.     

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.     

Mining for Nonribosomal Peptide Synthetase and Polyketide Synthase Genes Revealed a High Level of Diversity in the Sphagnum Bog Metagenome

Sphagnum bog ecosystems are among the oldest vegetation forms harboring a specific microbial community and are known to produce an exceptionally wide variety of bioactive substances. Although the Sphagnum metagenome shows a rich secondary metabolism, the genes have not yet been explored. To analyze nonribosomal peptide synthetases (NRPSs) and polyketide synthases (PKSs), the diversity of NRPS and PKS genes in Sphagnum-associated metagenomes was investigated by in silico data mining and sequence-based screening (PCR amplification of 9,500 fosmid clones). The in silico Illumina-based metagenomic approach resulted in the identification of 279 NRPSs and 346 PKSs, as well as 40 PKS-NRPS hybrid gene sequences. The occurrence of NRPS sequences was strongly dominated by the members of the Protebacteria phylum, especially by species of the Burkholderia genus, while PKS sequences were mainly affiliated with Actinobacteria. Thirteen novel NRPS-related sequences were identified by PCR amplification screening, displaying amino acid identities of 48% to 91% to annotated sequences of members of the phyla Proteobacteria, Actinobacteria, and Cyanobacteria. Some of the identified metagenomic clones showed the closest similarity to peptide synthases from Burkholderia or Lysobacter, which are emerging bacterial sources of as-yet-undescribed bioactive metabolites. This report highlights the role of the extreme natural ecosystems as a promising source for detection of secondary compounds and enzymes, serving as a source for biotechnological applications.     

芍药内生真菌的鉴定及产生活性次生代谢产物的评估

【目的】研究药用植物芍药(Paeonia lactiflora Pall.)内生真菌的种群多样性,同时对其可能存在的聚酮合酶(Polyketide synthase,PKS)和非核糖体多肽合成酶(Non-ribosomal peptide synthetase,NRPS)基因多样性进行评估,预测芍药内生真菌产生活性次生代谢产物的潜力。【方法】采用组织分离法获得芍药根部内生真菌菌株,结合形态学特征和ITS序列分析,进行鉴定;利用兼并性引物对内生真菌中存在的聚酮合酶(PKS)基因和非核糖体多肽合成酶(NRPS)基因进行PCR扩增及序列测定分析,构建系统发育树,明确芍药内真菌PKS基因序列和NRPS基因序列的系统进化地位。【结果】从芍药组织块中共分离得到105株内生分离物,去重复后获得52株内生真菌,菌株ITS基因序列信息显示,52株芍药内生真菌隶属于7目、13科、15属,其中小球腔菌属(Leptosphaeria)、土赤壳属(Ilyonectria)和镰孢属(Fusarium)为优势种群;从52株内生真菌中筛选获得13株含PKS基因片段的菌株,8株含NRPS基因片段的菌株,部分菌株功能基因的氨基酸序列与Gen Bank中已知化合物的合成序列具有一定的同源性,预示芍药根部内生真菌具有合成丰富多样的次生代谢产物的潜力。【结论】药用植物芍药根部具有丰富的内生真菌资源,且具有产生活性次生代谢产物的潜力,值得进一步开发研究和应用。     

Genome mining reveals high incidence of putative lipopeptide biosynthesis NRPS/PKS clusters containing fatty acyl‐AMP ligase genes in biofilm‐forming cyanobacteria

Cyanobacterial lipopeptides have antimicrobial and antifungal bioactivities with potential for use in pharmaceutical research. However, due to their hemolytic activity and cytotoxic effects on human cells, they may pose a health issue if produced in substantial amounts in the environment. In bacteria, lipopeptides can be synthesized via several well‐evidenced mechanisms. In one of them, fatty acyl‐AMP ligase (FAAL) initiates biosynthesis by activation of a fatty acyl residue. We have performed a bioinformatic survey of the cyanobacterial genomic information available in the public databases for the presence of FAAL‐containing non‐ribosomal peptide synthetase/polyketide synthetase (NRPS/PKS) biosynthetic clusters, as a genetic basis for lipopeptide biosynthesis. We have identified 79 FAAL genes associated with various NRPS/PKS clusters in 16% of 376 cyanobacterial genomic assemblies available, suggesting that FAAL is frequently incorporated in NRPS/PKS biosynthetases. FAAL was present either as a stand‐alone protein or fused either to NRPS or PKS. Such clusters were more frequent in derived phylogenetic lineages with larger genome sizes, which is consistent with the general pattern of NRPS/PKS pathways distribution. The putative lipopeptide clusters were more frequently found in genomes of cyanobacteria that live attached to surfaces and are capable of forming microbial biofilms. While lipopeptides are known in other bacterial groups to play a role in biofilm formation, motility, and colony expansion, their functions in cyanobacterial biofilms need to be tested experimentally. According to our data, benthic and terrestrial cyanobacteria should be the focus of a search for novel candidates for lipopeptide drug synthesis and the monitoring of toxic lipopeptide production.     

Deep sequencing of non-ribosomal peptide synthetases and polyketide synthases from the microbiomes of Australian marine sponges

The biosynthesis of non-ribosomal peptide and polyketide natural products is facilitated by multimodular enzymes that contain domains responsible for the sequential condensation of amino and carboxylic subunits. These conserved domains provide molecular targets for the discovery of natural products from microbial metagenomes. This study demonstrates the application of tag-encoded FLX amplicon pyrosequencing (TEFAP) targeting non-ribosomal peptide synthetase (NRPS) and polyketide synthase (PKS) genes as a method for determining the identity and diversity of natural product biosynthesis genes. To validate this approach, we assessed the diversity of NRPS and PKS genes within the microbiomes of six Australian marine sponge species using both TEFAP and metagenomic whole-genome shotgun sequencing approaches. The TEFAP approach identified 100 novel ketosynthase (KS) domain sequences and 400 novel condensation domain sequences within the microbiomes of the six sponges. The diversity of KS domains within the microbiome of a single sponge species Scopalina sp. exceeded that of any previously surveyed marine sponge. Furthermore, this study represented the first to target the condensation domain from NRPS biosynthesis and resulted in the identification of a novel condensation domain lineage. This study highlights the untapped potential of Australian marine sponges for the isolation of novel bioactive natural products. Furthermore, this study demonstrates that TEFAP approaches can be applied to functional genes, involved in natural product biosynthesis, as a tool to aid natural product discovery. It is envisaged that this approach will be used across multiple environments, offering an insight into the biological processes that influence the production of secondary metabolites.     

Towards Prediction of Metabolic Products of Polyketide Synthases: An In Silico Analysis

Sequence data arising from an increasing number of partial and complete genome projects is revealing the presence of the polyketide synthase (PKS) family of genes not only in microbes and fungi but also in plants and other eukaryotes. PKSs are huge multifunctional megasynthases that use a variety of biosynthetic paradigms to generate enormously diverse arrays of polyketide products that posses several pharmaceutically important properties. The remarkable conservation of these gene clusters across organisms offers abundant scope for obtaining novel insights into PKS biosynthetic code by computational analysis. We have carried out a comprehensive in silico analysis of modular and iterative gene clusters to test whether chemical structures of the secondary metabolites can be predicted from PKS protein sequences. Here, we report the success of our method and demonstrate the feasibility of deciphering the putative metabolic products of uncharacterized PKS clusters found in newly sequenced genomes. Profile Hidden Markov Model analysis has revealed distinct sequence features that can distinguish modular PKS proteins from their iterative counterparts. For iterative PKS proteins, structural models of iterative ketosynthase (KS) domains have revealed novel correlations between the size of the polyketide products and volume of the active site pocket. Furthermore, we have identified key residues in the substrate binding pocket that control the number of chain extensions in iterative PKSs. For modular PKS proteins, we describe for the first time an automated method based on crucial intermolecular contacts that can distinguish the correct biosynthetic order of substrate channeling from a large number of non-cognate combinatorial possibilities. Taken together, our in silico analysis provides valuable clues for formulating rules for predicting polyketide products of iterative as well as modular PKS clusters. These results have promising potential for discovery of novel natural products by genome mining and rational design of novel natural products.     

Thioesterase portability and peptidyl carrier protein swapping in yersiniabactin synthetase from Yersinia pestis

Multimodular enzymes, including polyketide synthases (PKSs), nonribosomal peptide synthetases (NRPSs), and mixed PKS/NRPS systems, contain functional domains with similar functions. Domain swapping and module fusion are potential powerful strategies for creating hybrid enzymes to synthesize modified natural products. To explore these strategies, yersiniabactin (Ybt) synthetase containing two subunits, HMWP2 [two NRPS modules (N-terminus-ArCP-Cy1-A-PCP1 and Cy2-PCP2-C-terminus)] and HMWP1 [one PKS (N-terminus-KS-AT-MT1-KR-ACP) one NRPS module (Cy3-MT2-PCP3-TE-C-terminus)], was used as a model system to study peptidyl carrier protein (PCP) domain swapping, thioesterase (TE) portability, and module-module fusion. The PCP1 domain of the N-terminal NRPS module of HMWP2 was swapped with either PCP2 or PCP3. The fusion proteins were 3-8-fold less active than the wild-type protein. The swapping of PCP2 of HMWP2 abolished the heterocyclization activity of the Cy2 domain while retaining its condensation function. When the two PCPs of HMWP2 were swapped by PCP3TE, it created two active fusion proteins: one or two NRPS modules fused to the TE domain. The internal TE domain of the two fusion proteins catalyzed the hydrolysis of enzyme-bound intermediates HPT-S-PCP3 to form HPT-COOH and HPTT-S-PCP3 to form HPTT-COOH. The TE activity was eliminated by the S2980A point mutation at its active site. Therefore, the three PCPs of the Ybt synthetase were swappable, and its lone TE domain was portable. The reasons for the observed low activities of the fusion proteins and lessons for protein engineering in generating novel modular enzymes were discussed.     

Single cell genome amplification accelerates identification of the apratoxin biosynthetic pathway from a complex microbial assemblage

Filamentous marine cyanobacteria are extraordinarily rich sources of structurally novel, biomedically relevant natural products. To understand their biosynthetic origins as well as produce increased supplies and analog molecules, access to the clustered biosynthetic genes that encode for the assembly enzymes is necessary. Complicating these efforts is the universal presence of heterotrophic bacteria in the cell wall and sheath material of cyanobacteria obtained from the environment and those grown in uni-cyanobacterial culture. Moreover, the high similarity in genetic elements across disparate secondary metabolite biosynthetic pathways renders imprecise current gene cluster targeting strategies and contributes sequence complexity resulting in partial genome coverage. Thus, it was necessary to use a dual-method approach of single-cell genomic sequencing based on multiple displacement amplification (MDA) and metagenomic library screening. Here, we report the identification of the putative apratoxin. A biosynthetic gene cluster, a potent cancer cell cytotoxin with promise for medicinal applications. The roughly 58 kb biosynthetic gene cluster is composed of 12 open reading frames and has a type I modular mixed polyketide synthase/nonribosomal peptide synthetase (PKS/NRPS) organization and features loading and off-loading domain architecture never previously described. Moreover, this work represents the first successful isolation of a complete biosynthetic gene cluster from Lyngbya bouillonii, a tropical marine cyanobacterium renowned for its production of diverse bioactive secondary metabolites.     

Investigation of the biosynthetic potential of endophytes in traditional Chinese anticancer herbs

Traditional Chinese medicine encompasses a rich empirical knowledge of the use of plants for the treatment of disease. In addition, the microorganisms associated with medicinal plants are also of interest as the producers of the compounds responsible for the observed plant bioactivity. The present study has pioneered the use of genetic screening to assess the potential of endophytes to synthesize bioactive compounds, as indicated by the presence of non-ribosomal peptide synthetase (NRPS) and polyketide synthase (PKS) genes. The total DNA extracts of 30 traditional Chinese herbs, were screened for functional genes involved in the biosynthesis of bioactive compounds. The four PCR screens were successful in targeting four bacterial PKS, six bacterial NRPS, ten fungal PKS and three fungal NRPS gene fragments. Analysis of the detected endophyte gene fragments afforded consideration of the possible bioactivity of the natural products produced by endophytes in medicinal herbs. This investigation describes a rapid method for the initial screening of medicinal herbs and has highlighted a subset of those plants that host endophytes with biosynthetic potential. These selected plants can be the focus of more comprehensive endophyte isolation and natural product studies.     

Bacteria of the Roseobacter Clade Show Potential for Secondary Metabolite Production

Members of the Roseobacter clade are abundant and widespread in marine habitats and have very diverse metabolisms. Production of acylated homoserine lactones (AHL) and secondary metabolites, e.g., antibiotics has been described sporadically. This prompted us to screen 22 strains of this group for production of signaling molecules, antagonistic activity against bacteria of different phylogenetic groups, and the presence of genes encoding for nonribosomal peptide synthetases (NRPS) and polyketide synthases (PKS), representing enzymes involved in the synthesis of various pharmaceutically important natural products. The screening approach for NRPS and PKS genes was based on polymerase chain reaction (PCR) with degenerate primers specific for conserved sequence motifs. Additionally, sequences from whole genome sequencing projects of organisms of the Roseobacter clade were considered. Obtained PCR products were cloned, sequenced, and compared with genes of known function. With the PCR approach genes showing similarity to known NRPS and PKS genes were found in seven and five strains, respectively, and three PKS and NRPS sequences from genome sequencing projects were obtained. Three strains exhibited antagonistic activity and also showed production of AHL. Overall production of AHL was found in 10 isolates. Phylogenetic analysis of the 16S rRNA gene sequences of the tested organisms showed that several of the AHL-positive strains clustered together. Three strains were positive for three or four categories tested, and were found to be closely related within the genus Phaeobacter. The presence of a highly similar hybrid PKS/NRPS gene locus of unknown function in sequenced genomes of the Roseobacter clade plus the significant similarity of gene fragments from the strains studied to these genes argues for the functional requirement of the encoded hybrid PKS/NRPS complex. Our screening results therefore suggest that the Roseobacter clade is indeed employing PKS/NRPS biochemistry and should thus be further studied as a potential and largely untapped source of secondary metabolites.     

Evolution of metabolic diversity: Insights from microbial polyketide synthases

Polyketides are a family of complex natural products that are built from simple carboxylic acid building blocks. In microorganisms, the majority of these secondary metabolites are produced by exceptionally large, multifunctional proteins termed polyketide synthases (PKSs). Each unit of a type I PKS assembly line resembles a mammalian type fatty acid synthase (FAS), although certain domains are optionally missing. The evolutionary analysis of microbial PKS has revealed a long joint evolution process of PKSs and FASs. The phylogenomic analysis of modular type I PKSs as the most widespread PKS type in bacteria showed a large impact of gene duplications and gene losses on the evolution of type I PKS in different bacterial groups. The majority of type I PKSs in actinobacteria and cyanobacteria may have evolved from a common ancestor, whereas in proteobacteria most type I PKSs were acquired from other bacterial groups. The modularization of type I PKSs almost unexceptionally started with multiple duplications of a single ancestor module. The repeating modules represent ideal platforms for recombination events that can lead to corresponding changes in the actual chemistry of the products. The analysis of these “natural reprogramming” events of PKSs may assist in the development of concepts for the biocombinatorial design of bioactive compounds.     

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.     

Molecular classification of commercial Spirulina strains and identification of their sulfolipid biosynthesis genes

Cyanobacterial strains of the genus Spirulina have recently been identified as an excellent source of sulfolipids, some of which possess anti-HIV properties. Thus, to investigate the distribution of sufolipid biosynthesis pathways in Spirulina, a genetic screening/phylogentic study was performed. Five different strains of Spirulina [Spirulina (Jiangmen), Spirulina sp., S. platensis, S. maxima, and Spirulina seawater] sourced from different locations were initially classified via 16S rDNA sequencing, and then screened for the presence of the sulfolipid biosynthesis genes sqdB and sqdX via a PCR. To assess the suitability of these strains for human consumption and safe therapeutic use, the strains were also screened for the presence of genes encoding nonribosomal peptide synthases (NRPSs) and polyketide synthases (PKSs), which are often associated with toxin pathways in cyanobacteria. The results of the 16S rDNA analysis and phylogenetic study indicated that Spirulina sp. is closely related to Halospirulina, whereas the other four Spirulina strains are closely related to Arthrospira. Homologs of sqdB and sqdX were identified in Spirulina (Jiangmen), Spirulina sp., S. platensis, and the Spirulina seawater. None of the Spirulina strains screened in this study tested positive for NRPS or PKS genes, suggesting that these strains do not produce NRP or PK toxins.     

Evolutionary diversity of ketoacyl synthases in cellulolytic myxobacterium Sorangium

The diversity of type I polyketide synthases (PKSs) in cellulolytic myxobacterium Sorangium was explored by assaying the ketoacyl synthases (KSs) in 10 Sorangium strains with two degenerate primer sets and 64 different KS fragments were obtained. For their deduced amino acid sequences, eight were identical to three known KSs from Sorangium and Magnetospirillum, while the others showed 54-83% identities to the modular KS domains reported from various microorganisms. Parts of the Sorangium KSs tightly share the clade with Actinobacteria excluding any other analyzed myxobacterial KSs, or with Cyanobacteria /Myxobacteria. Parts are widely located in the three functional groups - "Loading", "NRPS/PKS" and "Trans-AT". Sorangium KSs in the Actinobacteria, Cyanobacteria/Myxobacteria, or "Loading" clade further evolved independently on its own genus. Notably, the modular KSs from other Myxobacteria genera, i.e. Myxococcus, Stigmatella, Melittangium, Cystobacter and Angiococcus are often distributed crosswise and form non-Sorangium blend subgroups. "NRPS/PKS" and "Trans-AT" are two rather diverse groups and the Sorangium KSs in these clades evolved crosswise with other taxa lineages. The results presented in this paper suggest that the inherent genetic strategies, together with frequent gene importing from many organisms (HGT) have contributed to the evolution of modular PKSs in Sorangium. These findings reinforce that Sorangium strains are really excellent creators for novel and diverse polyketides.