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1.
BMC Bioinformatics ; 9: 454, 2008 Oct 25.
Article in English | MEDLINE | ID: mdl-18950525

ABSTRACT

BACKGROUND: Secondary metabolites biosynthesized by polyketide synthase (PKS) and nonribosomal peptide synthetase (NRPS) family of enzymes constitute several classes of therapeutically important natural products like erythromycin, rapamycin, cyclosporine etc. In view of their relevance for natural product based drug discovery, identification of novel secondary metabolite natural products by genome mining has been an area of active research. A number of different tailoring enzymes catalyze a variety of chemical modifications to the polyketide or nonribosomal peptide backbone of these secondary metabolites to enhance their structural diversity. Therefore, development of powerful bioinformatics methods for identification of these tailoring enzymes and assignment of their substrate specificity is crucial for deciphering novel secondary metabolites by genome mining. RESULTS: In this work, we have carried out a comprehensive bioinformatics analysis of methyltransferase (MT) domains present in multi functional type I PKS and NRPS proteins encoded by PKS/NRPS gene clusters having known secondary metabolite products. Based on the results of this analysis, we have developed a novel knowledge based computational approach for detecting MT domains present in PKS and NRPS megasynthases, delineating their correct boundaries and classifying them as N-MT, C-MT and O-MT using profile HMMs. Analysis of proteins in nr database of NCBI using these class specific profiles has revealed several interesting examples, namely, C-MT domains in NRPS modules, N-MT domains with significant homology to C-MT proteins, and presence of NRPS/PKS MTs in association with other catalytic domains. Our analysis of the chemical structures of the secondary metabolites and their site of methylation suggested that a possible evolutionary basis for the presence of a novel class of N-MT domains with significant homology to C-MT proteins could be the close resemblance of the chemical structures of the acceptor substrates, as in the case of pyochelin and yersiniabactin. These two classes of MTs recognize similar acceptor substrates, but transfer methyl groups to N and C positions on these substrates. CONCLUSION: We have developed a novel knowledge based computational approach for identifying MT domains present in type I PKS and NRPS multifunctional enzymes and predicting their site of methylation. Analysis of nr database using this approach has revealed presence of several novel MT domains. Our analysis has also given interesting insight into the evolutionary basis of the novel substrate specificities of these MT proteins.


Subject(s)
Computational Biology/methods , Drug Discovery/methods , Methyltransferases/chemistry , Peptide Synthases/chemistry , Polyketide Synthases/chemistry , Protein Structure, Tertiary , Artificial Intelligence , Methyltransferases/genetics , Methyltransferases/metabolism , Models, Biological , Molecular Structure , Peptide Synthases/genetics , Peptide Synthases/metabolism , Polyketide Synthases/genetics , Polyketide Synthases/metabolism , Sequence Alignment
2.
Proc Natl Acad Sci U S A ; 103(7): 2069-74, 2006 Feb 14.
Article in English | MEDLINE | ID: mdl-16461464

ABSTRACT

Mycobactins are a family of membrane-associated siderophores required for Mycobacterium tuberculosis to adapt to its intracellular habitat. These lipophilic siderophores have been recently shown to directly acquire intracellular iron through lipid trafficking. Despite tremendous progress in understanding the assembly-line enzymology of the siderophore biosynthesis, the genes as well as the mechanistic and biochemical principles involved in producing membrane-associated siderophores have not been investigated. Here, we report a biosynthetic locus that incorporates variety of aliphatic chains on the mycobactin skeleton. Cell-free reconstitution studies demonstrate that these acyl chains are directly transferred from a carrier protein on to the epsilon-amino group of lysine residue by an unidentified Rv1347c gene product. The unsaturation in the lipidic chain is produced by a novel acyl-acyl carrier protein dehydrogenase, which, in contrast to the conventional acyl-CoA dehydrogenases, is involved in the biosynthetic pathway. MbtG protein then performs the final N6-hydroxylation step. Genome-wide analysis revealed homologues of N-acyl transferase and MbtG in other pathogenic bacteria. Because iron plays a key role in the development of infectious diseases, the biosynthetic pathway described here represents an attractive target for developing new antibacterial agents.


Subject(s)
Genes, Bacterial , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/metabolism , Oxazoles/metabolism , Siderophores/biosynthesis , Siderophores/genetics , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Biological Transport , Carrier Proteins/genetics , Enoyl-(Acyl-Carrier Protein) Reductase (NADPH, B-Specific)/genetics , Enoyl-(Acyl-Carrier Protein) Reductase (NADPH, B-Specific)/metabolism , Gene Expression Regulation, Bacterial , Hydroxamic Acids/metabolism , Iron/metabolism , Repressor Proteins/metabolism
3.
Mol Cell ; 17(5): 631-43, 2005 Mar 04.
Article in English | MEDLINE | ID: mdl-15749014

ABSTRACT

Mycobacterium tuberculosis cell envelope is a treasure house of biologically active lipids of fascinating molecular architecture. Although genetic studies have alluded to an array of genes in biosynthesis of complex lipids, their mechanistic, structural, and biochemical principles have not been investigated. Here, we have dissected the molecular logic underlying the biosynthesis of a virulence lipid phthiocerol dimycocerosate (PDIM). Cell-free reconstitution studies demonstrate that polyketide synthases, which are usually involved in the biosynthesis of secondary metabolites, are responsible for generating complex lipids in mycobacteria. We show that PapA5 protein directly transfers the protein bound mycocerosic acid analogs on phthiocerol to catalyze the final esterification step. Based on precise identification of biological functions of proteins from Pps cluster, we have rationally produced a nonmethylated variant of mycocerosate esters. Apart from elucidating mechanisms that generate chemical heterogeneity with PDIMs, this study also presents an attractive approach to explore host-pathogen interactions by altering mycobacterial surface coat.


Subject(s)
Antigens, Bacterial/chemistry , Lipids/chemistry , Mycobacterium/metabolism , Catalysis , Cell-Free System , Cloning, Molecular , Dose-Response Relationship, Drug , Esters/chemistry , Fatty Acids/chemistry , Kinetics , Models, Chemical , Models, Molecular , Mutagenesis, Site-Directed , Mycobacterium/pathogenicity , Mycobacterium tuberculosis , Polyketide Synthases/chemistry , Protein Binding , Protein Structure, Secondary , Protein Structure, Tertiary , Software , Time Factors , Virulence
4.
Nucleic Acids Res ; 32(Web Server issue): W405-13, 2004 Jul 01.
Article in English | MEDLINE | ID: mdl-15215420

ABSTRACT

NRPS-PKS is web-based software for analysing large multi-enzymatic, multi-domain megasynthases that are involved in the biosynthesis of pharmaceutically important natural products such as cyclosporin, rifamycin and erythromycin. NRPS-PKS has been developed based on a comprehensive analysis of the sequence and structural features of several experimentally characterized biosynthetic gene clusters. The results of these analyses have been organized as four integrated searchable databases for elucidating domain organization and substrate specificity of nonribosomal peptide synthetases and three types of polyketide synthases. These databases work as the backend of NRPS-PKS and provide the knowledge base for predicting domain organization and substrate specificity of uncharacterized NRPS/PKS clusters. Benchmarking on a large set of biosynthetic gene clusters has demonstrated that, apart from correct identification of NRPS and PKS domains, NRPS-PKS can also predict specificities of adenylation and acyltransferase domains with reasonably high accuracy. These features of NRPS-PKS make it a valuable resource for identification of natural products biosynthesized by NRPS/PKS gene clusters found in newly sequenced genomes. The training and test sets of gene clusters included in NRPS-PKS correlate information on 307 open reading frames, 2223 functional protein domains, 68 starter/extender precursors and their specific recognition motifs, and also the chemical structure of 101 natural products from four different families. NRPS-PKS is a unique resource which provides a user-friendly interface for correlating chemical structures of natural products with the domains and modules in the corresponding nonribosomal peptide synthetases or polyketide synthases. It also provides guidelines for domain/module swapping as well as site-directed mutagenesis experiments to engineer biosynthesis of novel natural products. NRPS-PKS can be accessed at http://www.nii.res.in/nrps-pks.html.


Subject(s)
Multienzyme Complexes/chemistry , Peptide Synthases/chemistry , Software , Databases, Protein , Internet , Multienzyme Complexes/genetics , Multienzyme Complexes/metabolism , Peptide Synthases/genetics , Peptide Synthases/metabolism , Protein Structure, Tertiary , Substrate Specificity , User-Computer Interface
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